Regression Estimations Of Demand And Supply

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Lectures7911_Combined_Spring2024.xlsx

Lecture 7-Student Survey

Simple Linear Regression Model
S.N. Student Number Height (xi) Weight (yi) (xi - ) (yi - ) (xi - )2 (xi - )(yi - ) XY Chart. With a Trendline.
1 5657B 5.7 165 0.14 -15.36 0.02 -2.08
2 CIWCO 6.3 230 0.74 49.64 0.54 36.52
3 NRS021102 5.1 140 -0.46 -40.36 0.22 18.74
4 4C 5.1 195 -0.46 14.64 0.22 -6.80
5 ABC123 5.5 160 -0.06 -20.36 0.00 1.31
6 O513 5.6 145 0.04 -35.36 0.00 -1.26
7 AZ20B02 5.8 180 0.24 -0.36 0.06 -0.08
8 80076 5.3 145 -0.26 -35.36 0.07 9.34
9 773 6.4 220 0.84 39.64 0.70 33.13
10 ALT001 5.8 145 0.24 -35.36 0.06 -8.33
11 ZA609 5.1 215 -0.46 34.64 0.22 -16.08
12 AQ459 5.7 230 0.14 49.64 0.02 6.74
13 ABC 5.2 170 -0.36 -10.36 0.13 3.77
15 ZA626 5.3 185 -0.26 4.64 0.07 -1.23
Sum 2.31 73.68
Mean ( and ) 5.56 180.36
The regession equation is a linear equation of the form: ŷ = b0 + b1x
To conduct a regression equation we solve for b0 and b1.
b1 = 31.87 b1 = ∑[(xi - )(yi - )] / ∑[(xi - )2]
b0 = 3.05 b0 =  - b1 * 
Regression Equation ŷ=B23+B22x <=====> 3.05+31.87X
If a student has a height of 5.9, what would the weight?
ŷ = 3.05 + 31.87 * 5.9 = 191.05
Interpretation: If a student had a height of 5.9 feet, the expected weight is 191.05 Pound.

Effect of Height on Weight

5.7 6.3 5.0999999999999996 5.0999999999999996 5.5 5.6 5.8 5.3 6.4 5.8 5.0999999999999996 5.7 5.2 5.3 165 230 140 195 160 145 180 145 220 145 215 230 170 185

Height (feet)

Weight (pound)

Note: When you use a regression equation, you normally do not use values for the dependent variable that are outside the range of values used to create the equation. That is called extrapolation, and it can produce misleading results.

Lecture 7-StudentSurveyReg

SUMMARY OUTPUT
Regression Statistics
Multiple R 0.4084484145
R Square 0.1668301073
Adjusted R Square 0.0973992829
Standard Error 31.2588366664
Observations 14
ANOVA
df SS MS F Significance F
Regression 1 2347.8358488901 2347.8358488901 2.4028248076 0.1470766879
Residual 12 11725.3784368242 977.1148697354
Total 13 14073.2142857143
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Intercept 3.0460302749 114.6912076691 0.0265585334 0.9792484075 -246.8446444446 252.9367049945 -246.8446444446 252.9367049945
Height (xi) 31.8659252394 20.5572718646 1.5501047731 0.1470766879 -12.9245224421 76.656372921 -12.9245224421 76.656372921

Lecture 7- Softball Example

Softball Hitting Distance Data
Individuals were asked to try to hit softballs as far as they could. Distance hit was measured from
home plate to the point where the ball stopped rolling. The pitches were underhanded, and individuals
were asked to hit the ball three times, and to swing at each pitch.
HittingDistance (feet) Male Dummy Variable Total Years of Softball or Baseball Experience
119 0 9
149 0 9
127 0 9
46 0 0
56 0 0
25 0 0
149 0 10
147 0 10
192 0 10
31 0 0
54 0 0
56 0 0
100 0 0
145 0 0
96 0 0
36 0 0
52 0 0
59 0 0
57 0 6
105 0 6
89 0 6
110 0 8
107 0 8
147 0 8
15 0 1
Bailey Norwood: Bailey Norwood: she said less than one, how should we treat this?
69 0 1
Bailey Norwood: Bailey Norwood: she said less than one, how should we treat this?
89 0 1
Bailey Norwood: Bailey Norwood: she said less than one, how should we treat this?
11 0 0
24 0 0
38 0 0
62 0 3
45 0 3
66 0 3
28 0 0
27 0 0
17 0 0
98 0 1
73 0 1
48 0 1
39 0 2
21 0 2
120 0 2
104 0 0
15 0 0
59 0 0
149 0 10
176 0 10
45 0 10
41 0 12
31 0 12
119 0 12
139 0 12
149 0 12
4 0 12
48 0 16
167 0 16
135 0 16
98 0 12
24 0 12
99 0 12
57 0 0
23 0 0
44 0 0
153 0 12
100 0 12
132 0 12
34 0 3
138 0 3
150 0 3
27 0 3
115 0 3
52 0 3
99 0 4
141 0 4
108 0 4
79 0 0
61 0 0
64 0 0
73 0 0
77 0 0
70 0 0
22 0 0
87 0 0
72 0 0
30 0 0
11 0 0
40 0 0
39 0 0
126 0 0
68 0 0
168 0 18
131 0 18
142 0 18
112 0 18
115 0 18
149 0 18
99 0 2
106 0 2
111 0 2
156 0 2
195 0 2
107 0 2
122 0 5
148 0 5
39 0 5
81 0 0
76 0 0
27 0 0
76 0 1
81 0 1
95 0 1
159 0 15
165 0 15
8 0 15
162 1 0
162 1 0
60 1 0
174 1 10
3 1 10
105 1 10
35 1 5
67 1 5
139 1 5
168 1 15
147 1 15
20 1 15
81 1 10
125 1 10
127 1 10
94 1 1
Bailey Norwood: Bailey Norwood: does tee ball count?
146 1 1
Bailey Norwood: Bailey Norwood: does tee ball count?
95 1 1
Bailey Norwood: Bailey Norwood: does tee ball count?
46 1 17
181 1 17
175 1 17
228 1 16
109 1 16
241 1 16
173 1 6
169 1 6
240 1 6
143 1 10
149 1 10
180 1 10
94 1 2
188 1 2
153 1 2
49 1 8
215 1 8
52 1 8
257 1 4
Bailey Norwood: Bailey Norwood: he reported 3-4, how should we treat this?
305 1 4
Bailey Norwood: Bailey Norwood: he reported 3-4, how should we treat this?
262 1 4
Bailey Norwood: Bailey Norwood: he reported 3-4, how should we treat this?

Bailey Norwood: Bailey Norwood: she said less than one, how should we treat this?

Bailey Norwood: Bailey Norwood: she said less than one, how should we treat this?

Bailey Norwood: Bailey Norwood: does tee ball count?

Bailey Norwood: Bailey Norwood: does tee ball count?

Bailey Norwood: Bailey Norwood: does tee ball count?

Bailey Norwood: Bailey Norwood: he reported 3-4, how should we treat this?

Bailey Norwood: Bailey Norwood: he reported 3-4, how should we treat this?
160 1 0
180 1 0
46 1 0
77 1 13
149 1 13
203 1 13
318 1 18
158 1 18
108 1 18
74 1 0
104 1 0
165 1 0
153 1 3
166 1 3
100 1 3
185 1 0
135 1 0
125 1 0
171 1 7
242 1 7
144 1 7
185 1 7
203 1 7
267 1 7
161 1 2
117 1 2
150 1 2
81 1 5
154 1 5
265 1 5
156 1 1
139 1 1
172 1 1
226 1 4
261 1 4
263 1 4
175 1 0
144 1 0
200 1 0
233 1 0
249 1 0
270 1 0
184 1 5
159 1 5
200 1 5
144 1 5
167 1 5
253 1 5
183 1 8
207 1 8
251 1 8
227 1 5
133 1 5
169 1 5
173 1 14
241 1 14
278 1 14
127 1 10
277 1 10
218 1 10
231 1 17
183 1 17
255 1 17
255 1 17
193 1 17
187 1 17
175 1 4
206 1 4
184 1 4
195 1 18
109 1 18
213 1 18
253 1 18
264 1 8
197 1 8
230 1 8
3 1 0
70 1 0
104 1 0
192 1 15
186 1 15
225 1 15
118 1 2
195 1 2
159 1 2
240 1 7
229 1 7
210 1 7
69 1 0
149 1 0
172 1 0
54 1 12
143 1 12
74 1 12
123 1 8
239 1 8
240 1 8
157 1 7
238 1 7
264 1 7
17 1 0
184 1 0
222 1 0
222 1 12
93 1 12
268 1 12
239 1 11
184 1 11
247 1 11
161 1 0
88 1 0
282 1 0
177 1 14
249 1 14
187 1 14
155 1 5
94 1 5
8 1 5
191 1 7
232 1 7
69 1 7
78 1 16
197 1 16
235 1 16
205 1 2
98 1 2
178 1 2
214 1 10
241 1 10
225 1 10
187 1 4
181 1 4
172 1 4
175 1 17
130 1 17
146 1 17
163 1 2
158 1 2
149 1 2
150 1 9
225 1 9
131 1 9
138 1 2
22 1 2
242 1 2
187 1 5
238 1 5
42 1 5
210 1 1
41 1 1
128 1 1
178 1 4
187 1 4
287 1 4
163 1 4
103 1 4
69 1 4
183 1 15
257 1 15
244 1 15

Lecture 7- Softball Reg

SUMMARY OUTPUT
Regression Statistics
Multiple R 0.5996520726
R Square 0.3595826081
Adjusted R Square 0.355450883 148.86
Standard Error 58.4151917185
Observations 313
ANOVA
df SS MS F Significance F
Regression 2 593948.605725338 296974.302862669 87.0296543653 1.00411446448173E-30
Residual 310 1057823.7332878 3412.334623509
Total 312 1651772.33901313
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Intercept 71.2172815804 6.1534881538 11.5734815443 5.46908650868529E-26 59.1093956669 83.3251674939 59.1093956669 83.3251674939
Male Dummy Variable 77.6412262881 6.9819522398 11.1202746196 2.12705150985663E-24 63.9032163885 91.3792361877 63.9032163885 91.3792361877
Total Years of Softball or Baseball Experience 2.8463601799 0.5785237538 4.9200402946 0.0000014072 1.7080302711 3.9846900887 1.7080302711 3.9846900887
RESIDUAL OUTPUT
Observation Predicted HittingDistance (feet) Residuals
1 96.8345231993 22.3321434674
2 96.8345231993 52.1654768007
3 96.8345231993 29.748810134
4 71.2172815804 -25.2172815804
5 71.2172815804 -15.2172815804
6 71.2172815804 -46.2172815804
7 99.6808833792 49.1524499541
8 99.6808833792 46.9024499541
9 99.6808833792 92.2357832875
10 71.2172815804 -40.3006149138
11 71.2172815804 -17.0506149138
12 71.2172815804 -15.5506149138
13 71.2172815804 28.4493850862
14 71.2172815804 73.3660517529
15 71.2172815804 25.1160517529
16 71.2172815804 -35.6339482471
17 71.2172815804 -18.8839482471
18 71.2172815804 -11.8006149138
19 88.2954426597 -31.7954426597
20 88.2954426597 16.371224007
21 88.2954426597 0.2045573403
22 93.9881630194 16.0118369806
23 93.9881630194 13.1785036472
24 93.9881630194 52.5951703139
25 74.0636417603 -59.3136417603
26 74.0636417603 -5.1469750936
27 74.0636417603 14.6030249064
28 71.2172815804 -59.9672815804
29 71.2172815804 -47.3006149138
30 71.2172815804 -33.0506149138
31 79.7563621201 -17.8396954534
32 79.7563621201 -35.1730287867
33 79.7563621201 -13.5896954534
34 71.2172815804 -43.0506149138
35 71.2172815804 -44.0506149138
36 71.2172815804 -53.8839482471
37 74.0636417603 24.1030249064
38 74.0636417603 -0.8969750936
39 74.0636417603 -26.480308427
40 76.9100019402 -37.5766686068
41 76.9100019402 -56.1600019402
42 76.9100019402 43.0899980598
43 71.2172815804 33.0327184196
44 71.2172815804 -56.1339482471
45 71.2172815804 -12.7172815804
46 99.6808833792 49.3191166208
47 99.6808833792 75.9857832875
48 99.6808833792 -55.0975500459
49 105.3736037389 -64.3736037389
50 105.3736037389 -74.2902704056
51 105.3736037389 13.2930629277
52 105.3736037389 33.7097295944
53 105.3736037389 43.6263962611
54 105.3736037389 -101.0402704056
55 116.7590444584 -68.5923777918
56 116.7590444584 50.1576222082
57 116.7590444584 18.2409555416
58 105.3736037389 -7.5402704056
59 105.3736037389 -81.1236037389
60 105.3736037389 -6.3736037389
61 71.2172815804 -14.7172815804
62 71.2172815804 -48.1339482471
63 71.2172815804 -27.7172815804
64 105.3736037389 47.7097295944
65 105.3736037389 -5.2069370723
66 105.3736037389 26.7097295944
67 79.7563621201 -46.0063621201
68 79.7563621201 58.2436378799
69 79.7563621201 70.2436378799
70 79.7563621201 -52.4230287867
71 79.7563621201 35.5769712133
72 79.7563621201 -28.0896954534
73 82.6027222999 16.0639443667
74 82.6027222999 58.1472777001
75 82.6027222999 25.0639443667
76 71.2172815804 7.5327184196
77 71.2172815804 -9.8006149138
78 71.2172815804 -7.6339482471
79 71.2172815804 1.5327184196
80 71.2172815804 6.1993850862
81 71.2172815804 -0.8839482471
82 71.2172815804 -49.4672815804
83 71.2172815804 15.4493850862
84 71.2172815804 0.5327184196
85 71.2172815804 -40.8006149138
86 71.2172815804 -60.4672815804
87 71.2172815804 -31.2172815804
88 71.2172815804 -32.3006149138
89 71.2172815804 54.7827184196
90 71.2172815804 -2.9672815804
91 122.4517648182 45.7149018485
92 122.4517648182 8.8815685151
93 122.4517648182 19.2982351818
94 122.4517648182 -10.4517648182
95 122.4517648182 -7.4517648182
96 122.4517648182 26.1315685151
97 76.9100019402 22.2566647265
98 76.9100019402 28.7566647265
99 76.9100019402 33.7566647265
100 76.9100019402 79.0899980598
101 76.9100019402 117.9233313932
102 76.9100019402 30.2566647265
103 85.4490824798 36.3009175202
104 85.4490824798 62.1342508535
105 85.4490824798 -46.7824158131
106 71.2172815804 9.3660517529
107 71.2172815804 5.1993850862
108 71.2172815804 -44.2172815804
109 74.0636417603 1.769691573
110 74.0636417603 7.3530249064
111 74.0636417603 20.519691573
112 113.9126842786 44.6706490548
113 113.9126842786 50.9206490548
114 113.9126842786 -105.9126842786
115 148.8585078685 13.5581587981
116 148.8585078685 13.4748254648
117 148.8585078685 -88.6085078685
118 177.3221096673 -3.4887763339
119 177.3221096673 -174.1554430006
120 177.3221096673 -72.3221096673
121 163.0903087679 -127.9236421012
122 163.0903087679 -95.8403087679
123 163.0903087679 -24.4236421012
124 191.5539105667 -23.7205772333
125 191.5539105667 -44.9705772333
126 191.5539105667 -171.6372439
127 177.3221096673 -96.2387763339
128 177.3221096673 -51.9887763339
129 177.3221096673 -50.3221096673
130 151.7048680484 -57.9548680484
131 151.7048680484 -5.2882013817
132 151.7048680484 -57.2048680484
133 197.2466309264 -151.1632975931
134 197.2466309264 -16.3299642597
135 197.2466309264 -22.2466309264
136 192.9770906566 35.4395760101
137 192.9770906566 -83.6437573233
138 192.9770906566 48.4395760101
139 165.9366689478 6.6466643856
140 165.9366689478 3.0633310522
141 165.9366689478 73.8133310522
142 177.3221096673 -34.3221096673
143 177.3221096673 -28.6554430006
144 177.3221096673 2.6778903327
145 154.5512282283 -60.8012282283
146 154.5512282283 33.2821051051
147 154.5512282283 -1.9678948949
148 171.6293893075 -122.4627226409
149 171.6293893075 42.8706106925
150 171.6293893075 -120.0460559742
151 158.8207684981 98.1792315019
152 158.8207684981 146.5958981686
153 158.8207684981 103.3458981686
154 148.8585078685 10.9748254648
155 148.8585078685 30.8081587981
156 148.8585078685 -103.2751745352
157 185.8611902069 -108.9445235402
158 185.8611902069 -37.2778568736
159 185.8611902069 16.6388097931
160 200.0929911063 117.4070088937
161 200.0929911063 -42.3429911063
162 200.0929911063 -92.509657773
163 148.8585078685 -75.2751745352
164 148.8585078685 -45.3585078685
165 148.8585078685 15.8914921315
166 157.3975884081 -4.3975884081
167 157.3975884081 8.6024115919
168 157.3975884081 -57.6475884081
169 148.8585078685 35.9748254648
170 148.8585078685 -13.8585078685
171 148.8585078685 -23.8585078685
172 168.7830291277 2.0503042057
173 168.7830291277 73.4669708723
174 168.7830291277 -24.7830291277
175 168.7830291277 16.2169708723
176 168.7830291277 33.7169708723
177 168.7830291277 98.2169708723
178 154.5512282283 6.4487717717
179 154.5512282283 -38.0512282283
180 154.5512282283 -4.9678948949
181 163.0903087679 -82.2569754346
182 163.0903087679 -9.0903087679
183 163.0903087679 101.9096912321
184 151.7048680484 4.2951319516
185 151.7048680484 -12.4548680484
186 151.7048680484 20.2951319516
187 160.243948588 66.006051412
188 160.243948588 100.506051412
189 160.243948588 102.256051412
190 148.8585078685 26.1414921315
191 148.8585078685 -4.5251745352
192 148.8585078685 50.7248254648
193 148.8585078685 84.4748254648
194 148.8585078685 100.0581587981
195 148.8585078685 120.6414921315
196 163.0903087679 21.1596912321
197 163.0903087679 -4.0903087679
198 163.0903087679 36.7430245654
199 163.0903087679 -19.0903087679
200 163.0903087679 3.4930245654
201 163.0903087679 89.9096912321
202 171.6293893075 11.6206106925
203 171.6293893075 35.3706106925
204 171.6293893075 79.7039440258
205 163.0903087679 63.6596912321
206 163.0903087679 -30.2569754346
207 163.0903087679 5.8263578988
208 188.7075503868 -15.8742170534
209 188.7075503868 52.2924496132
210 188.7075503868 89.4591162799
211 177.3221096673 -50.3221096673
212 177.3221096673 99.3445569994
213 177.3221096673 40.2612236661
214 197.2466309264 33.9200357403
215 197.2466309264 -14.1632975931
216 197.2466309264 57.7533690736
217 197.2466309264 57.5033690736
218 197.2466309264 -4.4132975931
219 197.2466309264 -9.8299642597
220 160.243948588 14.506051412
221 160.243948588 46.006051412
222 160.243948588 24.1727180786
223 200.0929911063 -4.9263244396
224 200.0929911063 -91.0929911063
225 200.0929911063 13.240342227
226 200.0929911063 52.9070088937
227 171.6293893075 92.3706106925
228 171.6293893075 25.3706106925
229 171.6293893075 58.2039440258
230 148.8585078685 -146.1918412019
231 148.8585078685 -79.2751745352
232 148.8585078685 -44.8585078685
233 191.5539105667 0.6127561
234 191.5539105667 -5.3039105667
235 191.5539105667 33.7794227667
236 154.5512282283 -36.4678948949
237 154.5512282283 40.7821051051
238 154.5512282283 3.9487717717
239 168.7830291277 71.2169708723
240 168.7830291277 60.383637539
241 168.7830291277 41.2169708723
242 148.8585078685 -79.7751745352
243 148.8585078685 0.1414921315
244 148.8585078685 23.3081587981
245 183.014830027 -129.014830027
246 183.014830027 -40.014830027
247 183.014830027 -109.014830027
248 171.6293893075 -48.6293893075
249 171.6293893075 67.1206106925
250 171.6293893075 68.3706106925
251 168.7830291277 -12.2830291277
252 168.7830291277 69.383637539
253 168.7830291277 94.8003042057
254 148.8585078685 -132.1918412019
255 148.8585078685 35.3081587981
256 148.8585078685 73.1414921315
257 183.014830027 39.235169973
258 183.014830027 -90.014830027
259 183.014830027 84.985169973
260 180.1684698472 58.3315301528
261 180.1684698472 4.2481968195
262 180.1684698472 66.4148634862
263 148.8585078685 12.5581587981
264 148.8585078685 -60.6085078685
265 148.8585078685 133.1414921315
266 188.7075503868 -12.0408837201
267 188.7075503868 60.6257829466
268 188.7075503868 -1.7075503868
269 163.0903087679 -8.0903087679
270 163.0903087679 -69.0903087679
271 163.0903087679 -155.0903087679
272 168.7830291277 22.633637539
273 168.7830291277 63.4669708723
274 168.7830291277 -99.616362461
275 194.4002707465 -116.2336040799
276 194.4002707465 2.9330625868
277 194.4002707465 40.8497292535
278 154.5512282283 50.7821051051
279 154.5512282283 -56.5512282283
280 154.5512282283 23.4487717717
281 177.3221096673 37.0112236661
282 177.3221096673 63.6778903327
283 177.3221096673 47.6778903327
284 160.243948588 26.756051412
285 160.243948588 20.756051412
286 160.243948588 11.756051412
287 197.2466309264 -22.7466309264
288 197.2466309264 -66.9966309264
289 197.2466309264 -51.7466309264
290 154.5512282283 8.8654384384
291 154.5512282283 3.4487717717
292 154.5512282283 -5.5512282283
293 174.4757494874 -24.9757494874
294 174.4757494874 50.5242505126
295 174.4757494874 -43.2257494874
296 154.5512282283 -16.3845615616
297 154.5512282283 -132.1345615616
298 154.5512282283 87.5321051051
299 163.0903087679 23.4096912321
300 163.0903087679 75.1596912321
301 163.0903087679 -121.4236421012
302 151.7048680484 58.2951319516
303 151.7048680484 -111.1215347151
304 151.7048680484 -23.5382013817
305 160.243948588 17.506051412
306 160.243948588 26.4227180786
307 160.243948588 126.756051412
308 160.243948588 2.5893847453
309 160.243948588 -57.493948588
310 160.243948588 -91.5772819214
311 191.5539105667 -8.4705772333
312 191.5539105667 64.9460894333
313 191.5539105667 51.9460894333

Male Dummy Variable Line Fit Plot

HittingDistance (feet) 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 119.16666666666667 149 126.58333333333333 46 56 25 148.83333333333334 146.58333333333334 191.91666666666666 30.916666666666668 54.166666666666664 55.666666666666664 99.666666666666671 144.58333333333334 96.333333333333329 35.583333333333336 52.333333333333336 59.416666666666664 56.5 104.66666666666667 88.5 110 107.16666666666667 146.58333333333334 14.75 68.916666666666671 88.666666666666671 11.25 23.916666666666668 38.166666666666664 61.916666666666664 44.583333333333336 66.166666666666671 28.166666666666668 27.166666666666668 17.333333333333332 98.166666666666671 73.166666666666671 47.583333333333336 39.333333333333336 20.75 120 104.25 15.083333333333334 58.5 149 175.66666666666666 44.583333333333336 41 31.083333333333332 118.66666666666667 139.08333333333334 149 4.333333333333333 48.166666666666664 166.91666666666666 135 97.833333333333329 24.25 99 56.5 23.083333333333332 43.5 153.08333333333334 100.16666666666667 132.08333333333334 33.75 138 150 27.333333333333332 115.33333333333333 51.666666666666664 98.666666666666671 140.75 107.66666666666667 78.75 61.416666666666664 63.583333333333336 72.75 77.416666666666671 70.333333333333329 21.75 86.666666666666671 71.75 30.416666666666668 10.75 40 38.916666666666664 126 68.2 5 168.16666666666666 131.33333333333334 141.75 112 115 148.58333333333334 99.166666666666671 105.66666666666667 110.66666666666667 156 194.83333333333334 107.16666666666667 121.75 147.58333333333334 38.666666666666664 80.583333333333329 76.416666666666671 27 75.833333333333329 81.416666666666671 94.583333333333329 158.58333333333334 164.83333333333334 8 162.41666666666666 162.33333333333334 60.25 173.83333333333334 3.1666666666666665 105 35.166666666666664 67.25 138.66666666666666 167.83333333333334 146.58333333333334 19.916666666666668 81.083333333333329 125.33333333333333 127 93.75 146.41666666666666 94.5 46.083333333333336 180.91666666666666 175 228.41666666666666 109.33333333333333 241.41666666666666 172.58333333333334 169 239.75 143 148.66666666666666 180 93.75 187.83333333333334 152.58333333333334 49.166666666666664 214.5 51.583333333333336 257 305.41666666666669 262.16666666666669 159.83333333333334 179.66666666666666 45.583333333333336 76.916666666666671 148.58333333333334 202.5 317.5 157.75 107.58333333333333 73.583333333333329 103.5 164.75 153 166 99.75 184.83333333333334 135 125 170.83333333333334 242.25 144 185 202.5 267 161 116.5 149.58333333333334 80.833333333333329 154 265 156 139.25 172 226.25 260.75 262.5 175 144.33333333333334 199.58333333333334 233.33333333333334 248.91666666666666 269.5 184.25 159 199.83333333333334 144 166.58333333333334 253 183.25 207 251.33333333333334 226.75 132.83333333333334 168.91666666666666 172.83333333333334 241 278.16666666666669 127 276.66666666666669 217.58333333333334 231.16666666666666 183.08333333333334 255 254.75 192.83333333333334 187.41666666666666 174.75 206.25 184.41666666666666 195.16666666666666 109 213.3333333 3333334 253 264 197 229.83333333333334 2.6666666666666665 69.583333333333329 104 192.16666666666666 186.25 225.33333333333334 118.08333333333333 195.33333333333334 158.5 240 229.16666666666666 210 69.083333333333329 149 172.16666666666666 54 143 74 123 238.75 240 156.5 238.16666666666666 263.58333333333331 16.666666666666668 184.16666666666666 222 222.25 93 268 238.5 184.41666666666666 246.58333333333334 161.41666666666666 88.25 282 176.66666666666666 249.33333333333334 187 155 94 8 191.41666 666666666 232.25 69.166666666666671 78.166666666666671 197.33333333333334 235.25 205.33333333333334 98 178 214.33333333333334 241 225 187 181 172 174.5 130.25 145.5 163.41666666666666 158 149 149.5 225 131.25 138.16666666666666 22.416666666666668 242.08333333333334 186.5 238.25 41.666666666666664 210 40.583333333333336 128.16666666666666 177.75 186.66666666666666 287 162.83333333333334 102.75 68.666666666666671 183.08333333333334 256.5 243.5 Predicted HittingDistance (feet) 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 96.834523199311562 96.834523199311562 96.834523199311562 71.217281580428562 71.217281580428562 71.217281580428562 99.680883379187449 99.680883379187449 99.680883379187449 71.217281580428562 71.217281580428562 71.217281580428562 71.217281580428562 71.217281580428562 71.217281580428562 71.217281580428562 71.217281580428562 71.217281580428562 88.295442659683886 88.295442659683886 88.295442659683886 93.988163019435675 93.988163019435675 93.988163019435675 74.063641760304449 74.063641760304449 74.063641760304449 71.217281580428562 71.217281580428562 71.217281580428562 79.756362120056224 79.756362120056224 79.756362120056224 71.217281580428562 71.217281580428562 71.217281580428562 74.063641760304449 74.063641760304449 74.063641760304449 76.910001940180337 76.910001940180337 76.910001940180337 71.217281580428562 71.217281580428562 71.217281580428562 99.680883379187449 99.680883379187449 99.680883379187449 105.37360373893922 105.37360373893922 105.37360373893922 105.37360373893922 105.37360373893922 105.37360373893922 116.75904445844279 116.75904445844279 116.75904445844279 105.37360373893922 105.37360373893922 105.37360373893922 71.217281580428562 71.217281580428562 71.217281580428562 105.37360373893922 105.37360373893922 105.37360373893922 79.756362120056224 79.756362120056224 79.756362120056224 79.756362120056224 79.756362120056224 79.756362120056224 82.602722299932111 82.602722299932111 82.602722299932111 71.217281580428562 71.217281580428562 71.217281580428562 71.217281580428562 71.217281580428562 71.217281580428562 71.217281580428562 71.217281580428562 71.217281580428562 71.217281580428562 71.217281580428562 71.217281580428562 71.217281580428562 71.217281580428562 71.217281580428562 122.45176481819456 122.45176481819456 122.45176481819456 122.45176481819456 122.45176481819456 122.45176481819456 76.910001940180337 76.910001940180337 76.910001940180337 76.910001940180337 76.910001940180337 76.910001940180337 85.449082479807998 85.449082479807998 85.449082479807998 71.217281580428562 71.217281580428562 71.217281580428562 74.063641760304449 74.063641760304449 74.063641760304449 113.9126842785669 113.9126842785669 113.9126842785669 148.85850786851944 148.85850786851944 148.85850786851944 177.32210966727831 177.32210966727831 177.32210966727831 163.09030876789888 163.09030876789888 163.09030876789888 191.55391056665778 191.55391056665778 191.55391056665778 177.32210966727831 177.32210966727831 177.32210966727831 151.70486804839533 151.70486804839533 151.70486804839533 197.24663092640955 197.24663092640955 197.24663092640955 192.97709065659572 192.97709065659572 192.97709065659572 165.93666 894777476 165.93666894777476 165.93666894777476 177.32210966727831 177.32210966727831 177.32210966727831 154.55122822827121 154.55122822827121 154.55122822827121 171.62938930752654 171.62938930752654 171.62938930752654 158.82076849808504 158.82076849808504 158.82076849808504 148.85850786851944 148.85850786851944 148.85850786851944 185.86119020690597 185.86119020690597 185.86119020690597 200.09299110628544 200.09299110628544 200.09299110628544 148.85850786851944 148.85850786851944 148.85850786851944 157.3975884081471 157.3975884081471 157.3975884081471 148.85850786851944 148.85850786851944 148.85850786851944 168.78302912765065 168.78302912765065 168.78302912765065 168.78302912765065 168.78302912765065 168.78302912765065 154.55122822827121 154.55122822827121 154.55122822827121 163.09030876789888 163.09030876789888 163.09030876789888 151.70486804839533 151.70486804839533 151.70486804839533 160.24394858802299 160.24394858802299 160.24394858802299 148.85850786851944 148.85850786851944 148.85850786851944 148.85850786851944 148.85850786851944 148.85850786851944 163.09030876789888 163.09030876789888 163.09030876789888 163.09030876789888 163.09030876789888 163.09030876789888 171.62938930752654 171.62938930752654 171.62938930752654 163.09030876789888 163.09030876789888 163.09030876789888 188.70755038678189 188.70755038678189 188.70755038678189 177.32210966727831 177.32210966727831 177.32210966727831 197.24663092640955 197.24663092640955 197.24663092640955 197.24663092640955 197.24663092640955 197.24663092640955 160.24394858802299 160.24394858802299 160.24394858802299 200.09299110628544 200.09299110628544 200.09299110628544 200.09299110628544 171.62938930752654 171.62938930752654 171.62938930752654 148.85850786851944 148.85850786851944 148.85850786851944 191.55391056665778 191.55391056665778 191.55391056665778 154.55122822827121 154.55122822827121 154.55122822827121 168.78302912765065 168.78302912765065 168.78302912765065 148.85850786851944 148.85850786851944 148.85850786851944 183.01483002703009 183.01483002703009 183.01483002703009 171.62938930752654 171.62938930752654 171.62938930752654 168.78302912765065 168.78302912765065 168.78302912765065 148.85850786851944 148.85850786851944 148.85850786851944 183.01483002703009 183.01483002703009 183.01483002703009 180.1684698471542 180.1684698471542 180.1684698471542 148.85850786851944 148.85850786851944 148.85850786851944 188.70755038678189 188.70755038678189 188.70755038678189 163.09030876789888 163.09030876789888 163.09030876789888 168.78302912765065 168.78302912765065 168.78302912765065 194.40027074653366 194.40027074653366 194.40027074653366 154.55122822827121 154.55122822827121 154.55122822827121 177.32210966727831 177.32210966727831 177.32210966727831 160.24394858802299 160.24394858802299 160.24394858802299 197.24663092640955 197.24663092640955 197.24663092640955 154.55122822827121 154.55122822827121 154.55122822827121 174.47574948740242 174.47574948740242 174.47574948740242 154.55122822827121 154.55122822827121 154.55122822827121 163.09030876789888 163.09030876789888 163.09030876789888 151.70486804839533 151.70486804839533 151.70486804839533 160.24394858802299 160.24394858802299 160.24394858802299 160.24394858802299 160.24394858802299 160.24394858802299 191.55391056665778 191.55391056665778 191.55391056665778

Male Dummy Variable

HittingDistance (feet)

Lecture 9-Pork Supply

Note: All prices are stated in 1982 dollars
Million Pounds $ / cwt $ / bushel Million Pounds
Month and Year Pork Production Last Year's Pork Price Last Year's Corn Price Last Year's Pork Production
Jan-71 1377 215.34 2.96 1158
Feb-71 1153 213.42 3.00 1013
Mar-71 1480 211.26 2.96 1171
Apr-71 1408 205.97 2.99 1240
May-71 1275 205.70 3.06 1102
Jun-71 1304 204.64 3.12 1079
Jul-71 1148 205.13 3.18 1080
Aug-71 1245 202.82 3.26 1102
Sep-71 1331 194.13 3.52 1268
Oct-71 1298 187.82 3.40 1403
Nov-71 1394 177.27 3.26 1384
Dec-71 1402 170.60 3.42 1500
Jan-72 1177 170.60 3.57 1377
Feb-72 1128 172.68 3.58 1153
Mar-72 1405 173.50 3.58 1480
Apr-72 1212 170.07 3.52 1408
May-72 1242 167.99 3.42 1275
Jun-72 1169 170.20 3.52 1304
Jul-72 956 174.20 3.34 1148
Aug-72 1148 174.26 2.92 1245
Sep-72 1133 172.79 2.72 1331
Oct-72 1259 173.11 2.44 1298
Nov-72 1283 173.35 2.38 1394
Dec-72 1129 176.16 2.63 1402
Jan-73 1195 184.43 2.65 1177
Feb-73 1016 195.64 2.64 1128
Mar-73 1174 190.58 2.66 1405
Apr-73 1074 187.23 2.72 1212
May-73 1206 189.66 2.76 1242
Jun-73 1048 195.44 2.71 1169
Jul-73 918 203.10 2.72 956
Aug-73 996 203.57 2.74 1148
Sep-73 955 204.51 2.90 1133
Oct-73 1180 205.67 2.81 1259
Nov-73 1193 204.48 2.83 1283
Dec-73 1088 207.06 3.34 1129
Jan-74 1257 219.72 3.26 1195
Feb-74 1024 225.17 3.15 1016
Mar-74 1200 236.72 3.16 1174
Apr-74 1264 234.40 3.26 1074
May-74 1303 232.12 3.67 1206
Jun-74 1103 234.39 4.50 1048
Jul-74 1057 241.53 4.58 918
Aug-74 1149 290.24 5.94 996
Sep-74 1175 278.10 4.76 955
Oct-74 1263 255.48 4.76 1180
Nov-74 1162 250.11 4.75 1193
Dec-74 1143 249.35 5.17 1088
Jan-75 1151 249.36 5.56 1257
Feb-75 979 247.25 5.85 1024
Mar-75 1012 233.05 5.61 1200
Apr-75 1120 217.29 5.02 1264
May-75 956 203.70 5.04 1303
Jun-75 916 190.41 5.24 1103
Jul-75 833 209.11 5.89 1057
Aug-75 809 216.60 6.74 1149
Sep-75 913 216.40 6.52 1175
Oct-75 956 212.33 6.75 1263
Nov-75 926 215.53 6.45 1162
Dec-75 1014 216.38 6.30 1143
Jan-76 987 219.96 5.89 1151
Feb-76 862 218.10 5.45 979
Mar-76 1109 214.99 5.07 1012
Apr-76 1023 218.15 5.07 1120
May-76 904 230.45 5.00 956
Jun-76 920 242.72 5.00 916
Jul-76 865 264.39 5.02 833
Aug-76 1040 275.69 5.43 809
Sep-76 1109 280.77 5.05 913
Oct-76 1218 288.16 4.77 956
Nov-76 1284 277.58 4.21 926
Dec-76 1167 265.05 4.27 1014
Jan-77 1024 258.81 4.39 987
Feb-77 1013 253.23 4.44 862
Mar-77 1257 247.58 4.47 1109
Apr-77 1119 242.96 4.39 1023
May-77 1044 244.78 4.62 904
Jun-77 1022 246.65 4.82 920
Jul-77 869 248.34 4.94 865
Aug-77 1074 238.85 4.60 1040
Sep-77 1130 229.86 4.51 1109
Oct-77 1151 215.20 4.02 1218
Nov-77 1241 202.24 3.48 1284
Dec-77 1108 201.03 3.85 1167
Jan-78 1051 204.27 4.00 1024
Feb-78 1013 204.74 3.96 1013
Mar-78 1179 203.19 3.95 1257
Apr-78 1093 198.00 3.85 1119
May-78 1125 200.33 3.73 1044
Jun-78 1047 206.92 3.49 1022
Jul-78 964 216.39 3.08 869
Aug-78 1101 212.75 2.66 1074
Sep-78 1095 212.87 2.61 1130
Oct-78 1176 205.84 2.71 1151
Nov-78 1236 205.82 3.04 1241
Dec-78 1129 210.14 3.17 1108
Jan-79 1146 214.08 3.20 1051
Feb-79 1000 219.40 3.23 1013
Mar-79 1249 219.56 3.39 1179
Apr-79 1236 221.60 3.51 1093
May-79 1307 219.22 3.55 1125
Jun-79 1211 221.17 3.50 1047
Jul-79 1220 219.48 3.29 964
Aug-79 1351 218.79 3.03 1101
Sep-79 1204 218.80 2.98 1095
Oct-79 1551 222.65 2.94 1176
Nov-79 1470 223.15 3.00 1236
Dec-79 1326 222.30 3.09 1129
Jan-80 1450 225.77 3.09 1146
Feb-80 1288 227.35 3.15 1000
Mar-80 1388 224.79 3.18 1249
Apr-80 1516 213.46 3.22 1236
May-80 1471 208.81 3.29 1307
Jun-80 1312 199.86 3.44 1211
Jul-80 1232 194.80 3.61 1220
Aug-80 1189 184.15 3.44 1351
Sep-80 1335 181.77 3.36 1204
Oct-80 1485 178.59 3.20 1551
Nov-80 1339 174.18 2.99 1470
Dec-80 1428 177.71 3.10 1326
Jan-81 1416 173.91 3.15 1450
Feb-81 1235 168.82 3.03 1288
Mar-81 1425 166.42 3.00 1388
Apr-81 1425 157.78 2.91 1516
May-81 1254 151.10 2.96 1471
Jun-81 1201 150.42 3.01 1312
Jul-81 1162 164.69 3.30 1232
Aug-81 1157 174.91 3.51 1189
Sep-81 1287 179.40 3.58 1335
Oct-81 1391 181.37 3.53 1485
Nov-81 1319 182.81 3.63 1339
Dec-81 1445 178.22 3.70 1428
Jan-82 1229 174.14 3.67 1416
Feb-82 1114 168.83 3.66 1235
Mar-82 1350 165.20 3.67 1425
Apr-82 1255 160.16 3.64 1425
May-82 1125 161.36 3.61 1254
Jun-82 1170 161.81 3.50 1201
Jul-82 1040 169.10 3.43 1162
Aug-82 1088 171.29 3.11 1157
Sep-82 1112 171.14 2.74 1287
Oct-82 1178 171.73 2.62 1391
Nov-82 1257 168.84 2.50 1319
Dec-82 1203 167.45 2.54 1445
Jan-83 1159 167.76 2.69 1229
Feb-83 1021 169.87 2.58 1114
Mar-83 1303 170.79 2.60 1350
Apr-83 1262 171.76 2.69 1255
May-83 1243 177.04 2.71 1125
Jun-83 1266 180.82 2.65 1170
Jul-83 1134 185.74 2.56 1040
Aug-83 1250 187.82 2.35 1088
Sep-83 1273 194.38 2.20 1112
Oct-83 1388 194.40 2.02 1178
Nov-83 1468 190.82 2.17 1257
Dec-83 1350 188.01 2.32 1203
Jan-84 1235 189.16 2.41 1159
Feb-84 1165 187.23 2.61 1021
Mar-84 1338 184.58 2.77 1303
Apr-84 1233 176.37 2.99 1262
May-84 1281 172.48 3.05 1243
Jun-84 1156 169.05 3.06 1266
Jul-84 1041 166.77 3.13 1134
Aug-84 1175 165.37 3.34 1250
Sep-84 1139 162.76 3.30 1273
Oct-84 1411 160.69 3.12 1388
Nov-84 1326 157.11 3.13 1468
Dec-84 1220 156.07 3.11 1350
Jan-85 1281 159.18 3.09 1235
Feb-85 1105 159.08 3.04 1165
Mar-85 1232 155.36 3.13 1338
Apr-85 1289 155.00 3.22 1233
May-85 1329 153.38 3.23 1281
Jun-85 1125 154.19 3.24 1156
Jul-85 1147 155.81 3.17 1041
Aug-85 1210 158.95 2.99 1175
Sep-85 1196 155.81 2.76 1139
Oct-85 1358 155.65 2.52 1411
Nov-85 1241 154.23 2.42 1326
Dec-85 1215 155.27 2.43 1220
Jan-86 1266 157.35 2.50 1281
Feb-86 1106 156.23 2.47 1105
Mar-86 1198 154.79 2.51 1232
Apr-86 1292 149.02 2.53 1289
May-86 1211 147.90 2.50 1329
Jun-86 1065 146.75 2.45 1125
Jul-86 1063 150.00 2.41 1147
Aug-86 1037 149.81 2.26 1210
Sep-86 1137 147.55 2.11 1196
Oct-86 1285 147.19 1.94 1358
Nov-86 1117 148.99 2.03 1241
Dec-86 1221 152.33 2.10 1215
Jan-87 1244 154.20 2.13 1266
Feb-87 1070 153.98 2.12 1106
Mar-87 1226 152.39 2.10 1198
Apr-87 1170 149.36 2.12 1292
May-87 1071 149.04 2.19 1211
Jun-87 1086 152.05 2.12 1065
Jul-87 1082 167.49 1.83 1063
Aug-87 1075 173.47 1.58 1037
Sep-87 1227 176.41 1.32 1137
Oct-87 1359 176.70 1.27 1285
Nov-87 1312 174.37 1.33 1117
Dec-87 1390 173.12 1.36 1221
Jan-88 1244 169.15 1.33 1244
Feb-88 1184 166.31 1.27 1070
Mar-88 1362 161.73 1.31 1226
Apr-88 1263 158.74 1.35 1170
May-88 1231 162.42 1.47 1071
Jun-88 1233 165.29 1.49 1086
Jul-88 1133 170.12 1.41 1082
Aug-88 1282 171.50 1.28 1075
Sep-88 1360 171.22 1.30 1227
Oct-88 1443 168.60 1.34 1359
Nov-88 1463 163.95 1.40 1312
Dec-88 1425 160.83 1.49 1390
Jan-89 1307 160.16 1.53 1244
Feb-89 1205 157.84 1.58 1184
Mar-89 1373 157.34 1.60 1362
Apr-89 1322 156.19 1.61 1263
May-89 1341 156.26 1.65 1231
Jun-89 1266 159.24 2.04 1233
Jul-89 1108 158.14 2.30 1133
Aug-89 1333 155.88 2.23 1282
Sep-89 1349 154.34 2.17 1360
Oct-89 1421 151.08 2.15 1443
Nov-89 1446 147.96 2.09 1463
Dec-89 1288 147.22 2.10 1425
Jan-90 1363 158.22 2.15 1307
Feb-90 1213 156.00 2.13 1205
Mar-90 1329 155.44 2.13 1373
Apr-90 1248 154.26 2.08 1322
May-90 1257 151.37 2.08 1341
Jun-90 1142 152.70 2.03 1266
Jul-90 1103 155.47 1.99 1108
Aug-90 1310 156.74 1.82 1333
Sep-90 1228 156.08 1.83 1349
Oct-90 1392 156.53 1.77 1421
Nov-90 1373 159.33 1.78 1446
Dec-90 1342 160.43 1.80 1288
Jan-91 1396 162.01 1.81 1363
Feb-91 1204 162.42 1.81 1213
Mar-91 1300 161.93 1.84 1329
Apr-91 1361 164.93 1.95 1248
May-91 1291 168.89 2.03 1257
Jun-91 1140 177.60 2.02 1142
Jul-91 1207 180.29 2.01 1103
Aug-91 1299 180.78 1.91 1310
Sep-91 1316 176.04 1.75 1228
Oct-91 1534 176.85 1.64 1392
Nov-91 1456 176.23 1.61 1373
Dec-91 1444 176.46 1.66 1342
Jan-92 1525 169.84 1.69 1396
Feb-92 1329 169.14 1.72 1204
Mar-92 1467 167.63 1.77 1300
Apr-92 1414 165.68 1.79 1361
May-92 1287 166.45 1.76 1291
Jun-92 1332 166.91 1.70 1140
Jul-92 1375 169.09 1.67 1207
Aug-92 1377 165.89 1.71 1299
Sep-92 1511 163.41 1.70 1316
Oct-92 1588 159.90 1.68 1534
Nov-92 1455 157.47 1.66 1456
Dec-92 1524 154.17 1.69 1444
Jan-93 1435 152.21 1.74 1525
Feb-93 1289 152.53 1.77 1329
Mar-93 1480 150.54 1.79 1467
Apr-93 1465 147.31 1.78 1414
May-93 1309 148.75 1.78 1287
Jun-93 1377 148.72 1.76 1332
Jul-93 1311 151.04 1.66 1375
Aug-93 1389 150.46 1.53 1377
Sep-93 1440 149.47 1.53 1511
Oct-93 1472 148.03 1.45 1588
Nov-93 1509 146.34 1.39 1455
Dec-93 1554 146.37 1.39 1524
Jan-94 1376 145.44 1.42 1435
Feb-94 1275 143.33 1.40 1289
Mar-94 1530 142.83 1.46 1480
Apr-94 1432 140.63 1.50 1465
May-94 1396 142.93 1.48 1309
Jun-94 1411 143.98 1.45 1377
Jul-94 1294 146.68 1.54 1311
Aug-94 1493 145.17 1.55 1389
Sep-94 1539 147.00 1.52 1440
Oct-94 1631 146.12 1.56 1472
Nov-94 1639 146.64 1.68 1509
Dec-94 1642 145.95 1.83 1554
Jan-95 1500 145.62 1.85 1376
Feb-95 1354 144.17 1.90 1275
Mar-95 1634 144.77 1.86 1530
Apr-95 1404 142.61 1.80 1432
May-95 1525 142.58 1.76 1396
Jun-95 1464 142.23 1.76 1411
Jul-95 1299 142.92 1.54 1294
Aug-95 1504 141.34 1.45 1493
Sep-95 1438 139.69 1.47 1539
Oct-95 1574 139.60 1.38 1631
Nov-95 1608 137.81 1.33 1639
Dec-95 1507 133.13 1.42 1642
Jan-96 1551 134.73 1.46 1500
Feb-96 1417 133.13 1.48 1354
Mar-96 1422 135.20 1.52 1634
Apr-96 1485 132.78 1.55 1404
May-96 1413 132.79 1.59 1525
Jun-96 1206 131.15 1.65 1464
Jul-96 1340 132.79 1.72 1299
Aug-96 1395 136.49 1.72 1504
Sep-96 1408 136.75 1.76 1438
Oct-96 1591 139.30 1.82 1574
Nov-96 1429 138.28 1.87 1608
Dec-96 1429 139.35 2.00 1507
Jan-97 1461 137.82 2.00 1551
Feb-97 1309 142.22 2.18 1417
Mar-97 1422 142.52 2.25 1422
Apr-97 1446 141.20 2.46 1485
May-97 1332 144.32 2.64 1413
Jun-97 1312 150.22 2.68 1206
Jul-97 1354 152.10 2.82 1340
Aug-97 1352 155.63 2.73 1395
Sep-97 1490 157.03 2.26 1408
Oct-97 1652 155.72 1.82 1591
Nov-97 1473 154.48 1.68 1429
Dec-97 1641 154.22 1.66 1429
Jan-98 1634 154.75 1.69 1461
Feb-98 1457 153.32 1.66 1309
Mar-98 1596 151.38 1.74 1422
Apr-98 1566 149.56 1.75 1446
May-98 1419 151.34 1.68 1332
Jun-98 1444 154.27 1.60 1312
Jul-98 1529 153.40 1.51 1354
Aug-98 1505 155.29 1.55 1352
Sep-98 1591 154.03 1.56 1490
Oct-98 1757 153.77 1.57 1652
Nov-98 1683 151.52 1.55 1473
Dec-98 1799 148.79 1.56 1641
Jan-99 1628 153.71 1.58 1634
Feb-99 1501 153.24 1.58 1457
Mar-99 1737 148.21 1.57 1596
Apr-99 1629 144.98 1.48 1566
May-99 1417 147.79 1.44 1419
Jun-99 1584 149.14 1.40 1444
Jul-99 1489 150.18 1.34 1529
Aug-99 1565 149.94 1.16 1505
Sep-99 1618 149.57 1.12 1591
Oct-99 1698 147.68 1.16 1757
Nov-99 1707 146.95 1.18 1683
Dec-99 1705 145.27 1.22 1799
Jan-00 1572 142.06 1.25 1628
Feb-00 1558 144.01 1.25 1501
Mar-00 1704 143.70 1.25 1737
Apr-00 1398 141.28 1.23 1629
May-00 1542 143.92 1.20 1417
Jun-00 1538 145.13 1.19 1584
Jul-00 1409 146.55 1.04 1489
Aug-00 1643 147.70 1.05 1565
Sep-00 1554 147.77 1.04 1618
Oct-00 1717 145.48 1.00 1698
Nov-00 1714 145.40 1.01 1707
Dec-00 1579 146.23 1.08 1705
Jan-01 1693 145.56 1.13 1572
Feb-01 1486 147.82 1.17 1558
Mar-01 1626 147.66 1.19 1704
Apr-01 1533 149.15 1.19 1398
May-01 1555 149.39 1.23 1542
Jun-01 1458 150.99 1.11 1538
Jul-01 1435 151.79 0.95 1409
Aug-01 1600 153.70 0.88 1643
Sep-01 1513 152.56 0.93 1554
Oct-01 1838 150.63 1.00 1717
Nov-01 1733 148.94 1.07 1714
Dec-01 1668 150.86 1.13 1579
Jan-02 1717 148.83 1.13 1693
Feb-02 1482 148.75 1.11 1486
Mar-02 1581 150.62 1.11 1626
Apr-02 1672 148.84 1.07 1533
May-02 1646 150.20 1.02 1555
Jun-02 1479 152.19 0.99 1458
Jul-02 1557 152.39 1.05 1435
Aug-02 1637 155.66 1.07 1600
Sep-02 1638 155.97 1.07 1513
Oct-02 1831 155.54 1.04 1838
Nov-02 1709 152.93 1.04 1733
Dec-02 1715 153.59 1.12 1668
Jan-03 1752 152.91 1.11 1717
Feb-03 1523 152.81 1.09 1482
Mar-03 1623 151.17 1.09 1581
Apr-03 1659 148.33 1.06 1672
May-03 1551 150.11 1.07 1646
Jun-03 1531 148.19 1.10 1479
Jul-03 1580 146.70 1.18 1557
Aug-03 1559 147.54 1.32 1637
Sep-03 1668 144.53 1.36 1638
Oct-03 1912 143.96 1.29 1831
Nov-03 1718 142.91 1.26 1709
Dec-03 1869 144.06 1.28 1715

Lecture 9-Pork Supply Reg

SUMMARY OUTPUT
Regression Statistics
Multiple R 0.9055315714
R Square 0.8199874268
Adjusted R Square 0.8186097795
Standard Error 89.0340235235
Observations 396
ANOVA
df SS MS F Significance F
Regression 3 14154757.0662989 4718252.35543298 595.2085559892 1.57005415074279E-145
Residual 392 3107406.4791556 7927.0573447847
Total 395 17262163.5454545
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Intercept -27.6560983759 70.7115079674 -0.391111704 0.6959271597 -166.6773348219 111.36513807 -166.6773348219 111.36513807
Last Year's Pork Price 2.8875166213 0.2488756967 11.6022442522 5.88763398437334E-27 2.3982185132 3.3768147295 2.3982185132 3.3768147295
Last Year's Corn Price -96.3602115084 6.0638869149 -15.8908325404 3.02497518244413E-44 -108.2820200062 -84.4384030106 -108.2820200062 -84.4384030106
Last Year's Pork Production 0.8325866234 0.0323866037 25.7077472895 4.00531396484508E-86 0.768913456 0.8962597909 0.768913456 0.8962597909
RESIDUAL OUTPUT
Observation Predicted Pork Production Residuals
1 1272.7766086287 104.2233913713
2 1142.9303534639 10.0696465361
3 1272.2650165706 207.7349834294
4 1311.6755350516 96.3244649484
5 1189.2423662401 85.7576337599
6 1161.099104941 142.900895059
7 1157.4724996524 -9.4724996524
8 1161.7135815107 83.2864184893
9 1249.3977274019 81.6022725981
10 1355.0658443619 -57.0658443619
11 1322.6210459768 71.3789540232
12 1384.5718039709 17.4281960291
13 1267.6369842355 -90.6369842355
14 1085.5864357315 42.4135642685
15 1361.0684819821 43.9315180179
16 1296.8970279042 -84.8970279042
17 1188.9980087566 53.0019912434
18 1210.0868489344 -41.0868489344
19 1109.173101607 -153.173101607
20 1231.0558656608 -83.0558656608
21 1317.306126424 -184.306126424
22 1317.2857527483 -58.2857527483
23 1404.0456509008 -121.0456509008
24 1395.0735957612 -266.0735957612
25 1229.2840736058 -34.2840736058
26 1222.1038222148 -206.1038222148
27 1436.4006408108 -262.4006408108
28 1259.6870879697 -185.6870879697
29 1287.6924932036 -81.6924932036
30 1248.8644405321 -200.8644405321
31 1092.5855521949 -174.5855521949
32 1252.125792694 -256.125792694
33 1226.9608002778 -271.9608002778
34 1343.3725748697 -163.3725748697
35 1358.27762738 -165.27762738
36 1188.2635226351 -100.2635226351
37 1287.3104137298 -30.3104137298
38 1165.2165266247 -141.2165266247
39 1328.454093899 -128.454093899
40 1229.5527112542 34.4472887458
41 1293.2953129726 9.7046870274
42 1087.8582600713 15.1417399287
43 992.5343793281 64.4656206719
44 1067.078136201 81.921863799
45 1112.1242698409 62.8757301591
46 1233.9496861743 29.0503138257
47 1230.154922131 -68.154922131
48 1099.7154840188 43.2845159812
49 1203.3612606674 -52.3612606674
50 975.3765996797 3.6234003203
51 1104.1340103725 -92.1340103725
52 1168.358130887 -48.358130887
53 1159.6356038996 -203.6356038996
54 935.0942068628 -19.0942068628
55 888.5666093544 -55.5666093544
56 904.9542065761 -95.9542065761
57 947.0647495041 -34.0647495041
58 986.4307947271 -30.4307947271
59 940.9715828436 -14.9715828436
60 941.6594390868 72.3405609132
61 997.9899832778 -10.9899832778
62 892.2661073637 -30.2661073637
63 947.5095502605 161.4904497395
64 1046.5688050602 -23.5688050602
65 951.9271180783 -47.9271180783
66 954.0614307747 -34.0614307747
67 945.7434603066 -80.7434603066
68 918.4637806591 121.5362193409
69 1056.1257347747 52.8742652253
70 1140.5032260999 77.4967739001
71 1138.8245553664 145.1754446336
72 1170.4245643241 -3.4245643241
73 1118.5578445192 -94.5578445192
74 992.9596894076 20.0403105924
75 1179.6391246649 77.3608753351
76 1103.0860694161 15.9139305839
77 986.6719378779 57.3280621221
78 985.7075725086 36.2924274914
79 933.7118220607 -64.7118220607
80 1084.7280150974 -10.7280150975
81 1124.4509578965 5.5490421035
82 1220.053196896 -69.053196896
83 1289.7611130849 -48.7611130849
84 1153.5817195641 -45.5817195641
85 1029.3148968852 21.6851031148
86 1025.4100162352 -12.4100162352
87 1225.0469048984 -46.0469048984
88 1104.7498099753 -11.7498099753
89 1060.472349706 64.527650294
90 1084.1839039994 -37.1839039994
91 1023.7223272002 -59.7223272002
92 1224.2012805283 -123.2012805283
93 1276.720668844 -181.720668844
94 1263.7932389199 -87.7932389199
95 1307.2194746988 -71.2194746988
96 1195.9630887942 -66.9630887941
97 1157.1993243321 -11.1993243321
98 1138.2757161681 -138.2757161681
99 1261.1683555019 -12.1683555019
100 1184.4353843382 51.5646156619
101 1199.9030249405 107.0969750595
102 1145.7164131755 65.2835868245
103 1091.9160671082 128.0839328918
104 1228.774769648 122.225230352
105 1228.899110863 -24.899110863
106 1311.4737686422 239.5262313578
107 1356.9623222098 113.0376777902
108 1256.7631647189 69.2368352811
109 1280.7122082946 169.2877917054
110 1157.410409472 130.589590528
111 1354.8401363386 33.1598636614
112 1307.9522354975 208.0477645025
113 1346.772009404 124.227990596
114 1225.8472778947 86.1527221053
115 1202.5885131375 29.4114868625
116 1297.2477952208 -108.2477952208
117 1175.4258141697 159.5741858303
118 1470.5546010106 14.4453989894
119 1410.9919788216 -71.9919788216
120 1290.4752924711 137.5247075289
121 1378.3072057109 37.6927942891
122 1240.3001474714 -5.3001474714
123 1319.7861923989 105.2138076011
124 1409.3779697387 15.6220302613
125 1348.3078498305 -94.3078498305
126 1208.9177946776 -7.9177946776
127 1155.5469535195 6.4530464805
128 1129.5635315025 27.4364684975
129 1256.5905179647 30.4094820353
130 1392.6772826656 -1.6772826656
131 1265.6594866024 53.3405133976
132 1319.691251873 125.308748127
133 1300.7919551586 -71.7919551586
134 1135.0907542169 -21.0907542169
135 1281.9258769114 68.0741230886
136 1270.8354366411 -15.8354366412
137 1134.6637335982 -9.6637335982
138 1102.3555646443 67.6444353557
139 1097.7847332945 -57.7847332945
140 1130.6223246289 -42.6223246289
141 1274.3982956077 -162.3982956077
142 1373.5930381623 -195.5930381623
143 1317.4010416893 -60.4010416893
144 1413.9360519631 -210.9360519631
145 1220.4605100498 -61.4605100498
146 1141.8168641669 -120.8168641669
147 1338.6628934049 -35.6628934049
148 1254.275593427 7.724406573
149 1158.6763676721 84.3236323279
150 1213.2998096168 52.7001903833
151 1127.494227291 6.505772709
152 1193.6851628196 56.3148371804
153 1247.8431056449 25.1568943551
154 1320.1713760439 67.8286239561
155 1360.4546318621 107.5453681379
156 1293.7050584046 56.2949415954
157 1250.9932662813 -15.9932662813
158 1111.0763918922 53.9236081078
159 1323.4331588853 14.5668411147
160 1244.0383182821 -11.0383182821
161 1210.9614264209 70.0385735791
162 1220.1123887376 -64.1123887376
163 1096.1295721431 -55.1295721431
164 1168.4212883176 6.5787116824
165 1184.5087706171 -45.5087706171
166 1291.448670997 119.551329003
167 1346.4123615915 -20.4123615915
168 1247.3543147279 -27.3543147279
169 1162.3357120292 118.6642879708
170 1109.0028255784 -4.0028255784
171 1233.4733325451 -1.4733325451
172 1136.1775767911 152.8224232089
173 1170.5285942126 158.4714057874
174 1067.8358291493 57.1641708507
175 983.5108590535 163.4891409465
176 1121.8988788107 88.1011211893
177 1104.4249284669 91.5750715331
178 1354.0651408282 3.9348591718
179 1288.3330235322 -47.3330235322
180 1202.1801388527 12.8198611473
181 1252.0976039439 13.9023960561
182 1105.2851378335 0.7148621665
183 1203.2524852483 -5.2524852483
184 1232.4599644891 59.5400355109
185 1265.2480954442 -54.2480954442
186 1096.3160427085 -31.3160427085
187 1128.0395785189 -65.0395785189
188 1194.6637838181 -157.6637838181
189 1190.4261567594 -53.4261567594
190 1340.9750212038 -55.9750212038
191 1240.4248479904 -123.4248479904
192 1221.9116107732 -0.9116107732
193 1266.7918298536 -22.7918298536
194 1133.270120394 -63.270120394
195 1206.9934958707 19.0065041293
196 1275.2343177444 -105.2343177444
197 1199.4704368104 -128.4704368104
198 1093.9489539972 -7.9489539972
199 1165.009167584 -83.009167584
200 1184.6799376387 -109.6799376387
201 1301.5819383067 -74.5819383066
202 1430.1349325027 -71.1349325027
203 1277.5219994045 34.4780005956
204 1358.0196008853 31.9803991147
205 1368.2693980966 -124.2693980966
206 1220.8205354641 -36.8205354641
207 1333.7349347336 28.2650652664
208 1274.8723824335 -11.8723824335
209 1191.611683941 39.388316059
210 1210.3209576922 22.6790423078
211 1228.9555978545 -95.9555978545
212 1238.7742160477 43.2257839523
213 1363.4714343242 -3.4714343242
214 1461.1360642125 -18.1360642125
215 1403.6734651265 59.3265348735
216 1450.4222554619 -25.4222554619
217 1323.1199114606 -16.1199114606
218 1261.8894864605 -56.8894864605
219 1406.8005336449 -33.8005336449
220 1320.2027646837 1.7972353163
221 1289.3510064473 51.6489935527
222 1261.9200417331 4.0799582669
223 1151.1251700676 -43.1251700676
224 1275.2491736878 57.7508263122
225 1341.193657225 7.806342775
226 1403.1870920534 17.8129079466
227 1416.6141647352 29.3858352648
228 1381.5633367214 -93.5633367214
229 1310.5029378112 52.4970621888
230 1220.8319631882 -7.8319631882
231 1359.4594646364 -30.4594646364
232 1318.0739985904 -70.0739985904
233 1325.1198408423 -68.1198408423
234 1271.6497085187 -129.6497085187
235 1152.4350830862 -49.4350830862
236 1359.2238578536 -49.2238578536
237 1369.6549434262 -141.6549434262
238 1437.1103997546 -45.1103997547
239 1464.8971698178 -91.8971698178
240 1334.4909939314 7.5090060686
241 1400.2452951719 -4.2452951719
242 1276.6144562347 -72.6144562347
243 1368.9717748519 -68.9717748519
244 1300.0248104838 60.9751895162
245 1311.1594456715 -20.1594456715
246 1240.8812499819 -100.8812499819
247 1217.6742199243 -10.6742199243
248 1401.2360814748 -102.2360814748
249 1334.6006610804 -18.6006610804
250 1483.8990965111 50.1009034889
251 1468.8024973873 -12.8024973873
252 1439.318651594 4.681348406
253 1462.5312763287 62.4687236713
254 1297.3287147716 31.6712852284
255 1368.1465905493 98.8534094507
256 1411.4203400151 2.5796599849
257 1358.6993667433 -71.6993667433
258 1239.7824938648 92.2175061352
259 1304.9245594769 70.0754405231
260 1368.509338056 8.490661944
261 1376.2363045565 134.7636954435
262 1549.2372500554 38.7627499446
263 1479.1663841961 -24.1663841961
264 1456.9534027618 67.0465972382
265 1514.0815770956 -79.0815770956
266 1348.2417791897 -59.2417791897
267 1456.1858858553 23.8141141447
268 1403.6796962393 61.3203037607
269 1301.6416742998 7.3583257002
270 1341.0051279352 35.9948720648
271 1393.4783447325 -82.4783447325
272 1406.2387260969 -17.2387260969
273 1514.674896563 -74.674896563
274 1582.6094464158 -110.6094464158
275 1471.9495057279 37.0504942721
276 1530.0766596449 23.9233403551
277 1449.8965322871 -73.8965322871
278 1324.729915303 -49.729915303
279 1476.0715575742 53.9284424258
280 1453.6000125844 -21.6000125844
281 1331.8990448549 64.1009551451
282 1395.0773604484 15.9226395516
283 1339.250249483 -45.250249483
284 1398.244233959 94.755766041
285 1448.9745166406 90.0254833594
286 1469.0514294848 161.9485705152
287 1490.2181695212 148.7818304788
288 1511.164153891 130.835846109
289 1360.5136820851 139.4863179149
290 1266.9285031657 87.0714968343
291 1484.8582374478 149.1417625522
292 1403.1435185196 0.8564814804
293 1376.4708927301 148.5291072699
294 1387.8818007881 76.1181992119
295 1313.7119297146 -14.7119297146
296 1483.8339476061 20.1660523939
297 1515.8070682991 -77.8070682991
298 1600.6088604942 -26.6088604942
299 1606.7849459751 1.2150540249
300 1586.7689810889 -79.7689810889
301 1469.8554087266 81.1445912734
302 1341.6932391811 75.3067608189
303 1576.8103689829 -154.8103689829
304 1375.0032255917 109.9967744083
305 1472.2457279513 -59.2457279513
306 1411.3419926966 -205.3419926966
307 1271.1163907605 68.8836092395
308 1452.9370234468 -57.9370234468
309 1395.2730243712 12.7269756288
310 1510.1431965172 80.8568034828
311 1530.3845484674 -101.3845484674
312 1436.7027288066 -7.7027288066
313 1468.8091247043 -7.8091247043
314 1353.1430327124 -44.1430327124
315 1350.57597604 71.42402396
316 1379.1049056565 66.8950943435
317 1310.7603719298 21.2396280702
318 1151.9433850234 160.0566149766
319 1255.3113988195 98.6886011805
320 1319.7622918177 32.2377081823
321 1380.6741981048 109.3258018952
322 1571.31356445 80.68643555
323 1446.5511761962 26.4488238038
324 1447.6456274552 193.3543725448
325 1472.6609554702 161.3390445298
326 1344.9195641094 112.0804358906
327 1425.3517899002 170.6482100998
328 1439.7100956107 126.2899043893
329 1356.4500388263 62.5499611737
330 1356.2762908197 87.7237091803
331 1397.3078597517 131.6921402483
332 1396.5783620297 108.4216379703
333 1507.0311244512 83.9688755488
334 1640.3468941319 116.6531058681
335 1486.490862575 196.509137425
336 1617.7110839402 181.2889160598
337 1623.9890750755 4.0109249245
338 1476.1417808578 24.8582191422
339 1577.6259235572 159.3740764428
340 1551.9104347098 77.0895652902
341 1442.0236348898 -25.0236348898
342 1470.4603407304 113.5396592696
343 1549.7202340963 -60.7202340963
344 1546.880510715 18.119489285
345 1620.5054347247 -2.5054347247
346 1749.4111122537 -51.4111122537
347 1684.511760548 22.488239452
348 1772.0569776075 -67.0569776075
349 1617.1706663539 -45.1706663539
350 1517.8097693137 40.1902306863
351 1713.1699909197 -9.1699909197
352 1618.2870005144 -220.2870005144
353 1452.3220080099 89.6779919901
354 1595.9982927012 -57.9982927012
355 1534.6529919533 -125.6529919533
356 1600.9007536752 42.0992463248
357 1645.7123600943 -91.7123600943
358 1709.337914389 7.662085611
359 1716.0665689013 -2.0665689013
360 1709.932766949 -130.932766949
361 1592.4347833256 100.5652166744
362 1583.9858592846 -97.9858592846
363 1703.1935713583 -77.1935713583
364 1452.7911088416 80.2088911584
365 1568.998138011 -13.998138011
366 1582.080558038 -124.080558038
367 1492.31312009 -57.31312009
368 1699.3444259901 -99.3444259901
369 1617.3936262172 -104.3936262172
370 1740.4878573143 97.5121426857
371 1726.5099913877 6.4900086123
372 1613.5174308657 54.4825691343
373 1702.6975284089 14.3024715911
374 1531.6492975126 -49.6492975126
375 1653.8714634611 -72.8714634611
376 1575.5292273878 96.4707726122
377 1602.0203786783 43.9796213217
378 1530.4317606663 -51.4317606663
379 1505.6294530571 51.3705469429
380 1650.8128882123 -13.8128882123
381 1579.1985388432 58.8014611568
382 1851.9947868518 -20.9947868518
383 1756.319602399 -47.319602399
384 1696.6268514688 18.3731485312
385 1736.2316018306 15.7683981694
386 1542.8869163809 -19.8869163809
387 1620.6303177324 2.3696822676
388 1690.3757209689 -31.3757209689
389 1672.7956817505 -121.7956817505
390 1526.1310210775 4.8689789225
391 1578.306283126 1.693716874
392 1634.3887176842 -75.3887176843
393 1621.9576006156 46.0423993844
394 1788.1276833059 123.8723166941
395 1686.7150116105 31.2849883895
396 1692.6186511708 176.3813488292

Lecture 9-Pork Demand

Note: All prices are stated in 1982 dollars
$ / cwt million lbs $ / cwt $ / cwt billion dollars
Price of Pork Pork Supplied Beef Price Poultry Price Disposable Income First Quarter Second Quarter Third Quarter Pork Supplied Last Year
Jan-71 170.60 1377 248.24 100.75 1945.23 1.00 0.00 0.00 1158
Feb-71 172.68 1153 257.89 99.25 1946.37 1.00 0.00 0.00 1013
Mar-71 173.50 1480 260.00 102.00 1956.50 1.00 0.00 0.00 1171
Apr-71 170.07 1408 263.84 101.75 1962.84 0.00 1.00 0.00 1240
May-71 167.99 1275 265.01 100.99 1967.99 0.00 1.00 0.00 1102
Jun-71 170.20 1304 265.02 104.19 2003.69 0.00 1.00 0.00 1079
Jul-71 174.20 1148 262.41 104.18 1973.96 0.00 0.00 1.00 1080
Aug-71 174.26 1245 263.97 103.43 1986.03 0.00 0.00 1.00 1102
Sep-71 172.79 1331 264.71 103.43 1993.14 0.00 0.00 1.00 1268
Oct-71 173.11 1298 262.10 100.49 1996.33 0.00 0.00 0.00 1403
Nov-71 173.35 1394 265.28 98.53 2006.85 0.00 0.00 0.00 1384
Dec-71 176.16 1402 269.59 97.57 2019.71 0.00 0.00 0.00 1500
Jan-72 184.43 1177 277.37 98.78 2018.73 1.00 0.00 0.00 1377
Feb-72 195.64 1128 286.68 100.73 2028.57 1.00 0.00 0.00 1153
Mar-72 190.58 1405 286.23 101.21 2032.61 1.00 0.00 0.00 1480
Apr-72 187.23 1212 276.14 98.55 2038.80 0.00 1.00 0.00 1408
May-72 189.66 1242 274.28 97.36 2053.13 0.00 1.00 0.00 1275
Jun-72 195.44 1169 278.90 97.36 2029.98 0.00 1.00 0.00 1304
Jul-72 203.10 956 286.87 100.48 2063.25 0.00 0.00 1.00 1148
Aug-72 203.57 1148 282.62 98.57 2084.76 0.00 0.00 1.00 1245
Sep-72 204.51 1133 275.30 100.95 2097.15 0.00 0.00 1.00 1331
Oct-72 205.67 1259 273.76 99.53 2139.72 0.00 0.00 0.00 1298
Nov-72 204.48 1283 272.17 96.93 2166.51 0.00 0.00 0.00 1394
Dec-72 207.06 1129 277.18 96.94 2179.29 0.00 0.00 0.00 1402
Jan-73 219.72 1195 294.60 103.29 2172.54 1.00 0.00 0.00 1177
Feb-73 225.17 1016 312.35 106.99 2190.21 1.00 0.00 0.00 1128
Mar-73 236.72 1174 321.71 138.34 2194.00 1.00 0.00 0.00 1405
Apr-73 234.40 1074 321.10 134.63 2194.04 0.00 1.00 0.00 1212
May-73 232.12 1206 319.13 133.03 2199.77 0.00 1.00 0.00 1242
Jun-73 234.39 1048 315.84 131.00 2203.17 0.00 1.00 0.00 1169
Jul-73 241.53 918 317.38 134.76 2211.74 0.00 0.00 1.00 956
Aug-73 290.24 996 329.71 204.43 2191.13 0.00 0.00 1.00 1148
Sep-73 278.10 955 330.75 161.06 2206.86 0.00 0.00 1.00 1133
Oct-73 255.48 1180 307.89 127.85 2220.18 0.00 0.00 0.00 1259
Nov-73 250.11 1193 303.70 118.74 2228.98 0.00 0.00 0.00 1283
Dec-73 249.35 1088 300.65 115.15 2224.24 0.00 0.00 0.00 1129
Jan-74 249.36 1257 317.17 127.04 2212.66 1.00 0.00 0.00 1195
Feb-74 247.25 1024 328.60 124.36 2192.58 1.00 0.00 0.00 1016
Mar-74 233.05 1200 307.95 120.29 2173.43 1.00 0.00 0.00 1174
Apr-74 217.29 1264 294.17 115.83 2176.25 0.00 1.00 0.00 1074
May-74 203.70 1303 287.86 107.41 2172.63 0.00 1.00 0.00 1206
Jun-74 190.41 1103 279.39 104.49 2172.65 0.00 1.00 0.00 1048
Jul-74 209.11 1057 289.47 104.86 2186.03 0.00 0.00 1.00 918
Aug-74 216.60 1149 297.40 107.00 2171.60 0.00 0.00 1.00 996
Sep-74 216.40 1175 290.51 112.65 2163.83 0.00 0.00 1.00 955
Oct-74 212.33 1263 277.89 109.98 2164.19 0.00 0.00 0.00 1180
Nov-74 215.53 1162 271.26 113.01 2150.29 0.00 0.00 0.00 1193
Dec-74 216.38 1143 264.55 116.38 2148.55 0.00 0.00 0.00 1088
Jan-75 219.96 1151.0 265.07 113.82 2151.63 1.00 0.00 0.00 1257
Feb-75 218.10 979.0 255.62 111.62 2145.52 1.00 0.00 0.00 1024
Mar-75 214.99 1012.0 250.85 111.57 2145.35 1.00 0.00 0.00 1200
Apr-75 218.15 1120.0 263.52 108.88 2185.82 0.00 1.00 0.00 1264
May-75 230.45 956.0 289.47 108.83 2310.71 0.00 1.00 0.00 1303
Jun-75 242.72 916.0 306.90 114.55 2227.43 0.00 1.00 0.00 1103
Jul-75 264.39 833.0 309.78 126.01 2188.75 0.00 0.00 1.00 1057
Aug-75 275.69 809.0 298.71 126.34 2210.68 0.00 0.00 1.00 1149
Sep-75 280.77 913.0 292.12 128.02 2217.03 0.00 0.00 1.00 1175
Oct-75 288.16 956.0 289.80 121.86 2228.78 0.00 0.00 0.00 1263
Nov-75 277.58 926.0 285.71 120.25 2226.76 0.00 0.00 0.00 1162
Dec-75 265.05 1014.0 283.60 118.02 2233.51 0.00 0.00 0.00 1143
Jan-76 258.81 987.0 279.50 114.39 2255.40 1.00 0.00 0.00 1151.0
Feb-76 253.23 862.0 267.38 110.04 2265.95 1.00 0.00 0.00 979.0
Mar-76 247.58 1109.0 253.13 108.77 2275.49 1.00 0.00 0.00 1012.0
Apr-76 242.96 1023.0 264.88 108.20 2277.54 0.00 1.00 0.00 1120.0
May-76 244.78 904.0 262.83 105.13 2274.16 0.00 1.00 0.00 956.0
Jun-76 246.65 920.0 259.68 109.15 2272.54 0.00 1.00 0.00 916.0
Jul-76 248.34 865.0 253.94 109.81 2287.92 0.00 0.00 1.00 833.0
Aug-76 238.85 1040.0 248.08 105.75 2293.55 0.00 0.00 1.00 809.0
Sep-76 229.86 1109.0 244.79 103.13 2299.31 0.00 0.00 1.00 913.0
Oct-76 215.20 1218.0 242.14 97.93 2296.55 0.00 0.00 0.00 956.0
Nov-76 202.24 1284.0 245.86 93.79 2325.17 0.00 0.00 0.00 926.0
Dec-76 201.03 1167.0 250.86 93.30 2336.77 0.00 0.00 0.00 1014.0
Jan-77 204.27 1024.0 247.18 93.50 2333.68 1.00 0.00 0.00 987.0
Feb-77 204.74 1013.0 239.59 99.49 2305.75 1.00 0.00 0.00 862.0
Mar-77 203.19 1257.0 235.80 103.03 2335.80 1.00 0.00 0.00 1109.0
Apr-77 198.00 1119.0 235.17 102.00 2333.83 0.00 1.00 0.00 1023.0
May-77 200.33 1044.0 241.96 100.66 2337.81 0.00 1.00 0.00 904.0
Jun-77 206.92 1022.0 238.55 99.67 2345.63 0.00 1.00 0.00 920.0
Jul-77 216.39 869.0 239.18 101.80 2361.48 0.00 0.00 1.00 865.0
Aug-77 212.75 1074.0 240.03 101.47 2375.82 0.00 0.00 1.00 1040.0
Sep-77 212.87 1130.0 238.93 100.16 2391.37 0.00 0.00 1.00 1109.0
Oct-77 205.84 1151.0 242.53 98.05 2417.05 0.00 0.00 0.00 1218.0
Nov-77 205.82 1241.0 242.16 96.61 2435.06 0.00 0.00 0.00 1284.0
Dec-77 210.14 1108.0 246.54 92.91 2444.12 0.00 0.00 0.00 1167.0
Jan-78 214.08 1051.0 250.88 95.68 2432.48 1.00 0.00 0.00 1024.0
Feb-78 219.40 1013.0 252.78 97.46 2442.29 1.00 0.00 0.00 1013.0
Mar-78 219.56 1179.0 258.99 99.53 2461.20 1.00 0.00 0.00 1257.0
Apr-78 221.60 1093.0 270.74 101.88 2470.11 0.00 1.00 0.00 1119.0
May-78 219.22 1125.0 283.26 101.71 2463.88 0.00 1.00 0.00 1044.0
Jun-78 221.17 1047.0 294.33 107.52 2453.22 0.00 1.00 0.00 1022.0
Jul-78 219.48 964.0 286.61 109.59 2462.10 0.00 0.00 1.00 869.0
Aug-78 218.79 1101.0 281.97 109.39 2470.91 0.00 0.00 1.00 1074.0
Sep-78 218.80 1095.0 276.99 101.20 2470.68 0.00 0.00 1.00 1130.0
Oct-78 222.65 1176.0 274.81 99.55 2474.07 0.00 0.00 0.00 1151.0
Nov-78 223.15 1236.0 273.89 99.41 2483.98 0.00 0.00 0.00 1241.0
Dec-78 222.30 1129.0 281.09 99.56 2496.31 0.00 0.00 0.00 1108.0
Jan-79 225.77 1146.0 294.88 99.27 2502.78 1.00 0.00 0.00 1051.0
Feb-79 227.35 1000.0 306.22 100.58 2495.22 1.00 0.00 0.00 1013.0
Mar-79 224.79 1249.0 318.19 102.44 2497.99 1.00 0.00 0.00 1179.0
Apr-79 213.46 1236.0 324.08 99.58 2473.65 0.00 1.00 0.00 1093.0
May-79 208.81 1307.0 330.21 99.44 2463.50 0.00 1.00 0.00 1125.0
Jun-79 199.86 1211.0 317.57 96.27 2451.73 0.00 1.00 0.00 1047.0
Jul-79 194.80 1220.0 312.31 94.12 2460.88 0.00 0.00 1.00 964.0
Aug-79 184.15 1351.0 294.17 87.26 2459.08 0.00 0.00 1.00 1101.0
Sep-79 181.77 1204.0 298.53 86.60 2450.27 0.00 0.00 1.00 1095.0
Oct-79 178.59 1551.0 293.22 82.71 2463.30 0.00 0.00 0.00 1176.0
Nov-79 174.18 1470.0 293.02 85.64 2469.30 0.00 0.00 0.00 1236.0
Dec-79 177.71 1326.0 298.04 87.87 2471.97 0.00 0.00 0.00 1129.0
Jan-80 173.91 1450.0 296.27 89.85 2484.45 1.00 0.00 0.00 1146.0
Feb-80 168.82 1288.0 292.52 85.30 2464.13 1.00 0.00 0.00 1000.0
Mar-80 166.42 1388.0 289.89 81.77 2440.82 1.00 0.00 0.00 1249.0
Apr-80 157.78 1516.0 283.09 78.77 2404.94 0.00 1.00 0.00 1236.0
May-80 151.10 1471.0 276.89 76.77 2386.19 0.00 1.00 0.00 1307.0
Jun-80 150.42 1312.0 274.12 77.39 2376.90 0.00 1.00 0.00 1211.0
Jul-80 164.69 1232.0 282.71 85.85 2415.60 0.00 0.00 1.00 1220.0
Aug-80 174.91 1189.0 285.83 90.16 2422.09 0.00 0.00 1.00 1351.0
Sep-80 179.40 1335.0 286.55 94.17 2438.57 0.00 0.00 1.00 1204.0
Oct-80 181.37 1485.0 280.07 93.40 2466.98 0.00 0.00 0.00 1551.0
Nov-80 182.81 1339.0 278.60 89.59 2473.22 0.00 0.00 0.00 1470.0
Dec-80 178.22 1428.0 276.71 88.06 2479.61 0.00 0.00 0.00 1326.0
Jan-81 174.14 1416.0 270.57 86.09 2465.86 1.00 0.00 0.00 1450.0
Feb-81 168.83 1235.0 265.64 86.35 2457.45 1.00 0.00 0.00 1288.0
Mar-81 165.20 1425.0 261.69 85.31 2463.50 1.00 0.00 0.00 1388.0
Apr-81 160.16 1425.0 254.77 82.38 2453.09 0.00 1.00 0.00 1516.0
May-81 161.36 1254.0 256.46 78.62 2450.22 0.00 1.00 0.00 1471.0
Jun-81 161.81 1201.0 259.16 79.14 2452.98 0.00 1.00 0.00 1312.0
Jul-81 169.10 1162.0 260.70 83.73 2479.26 0.00 0.00 1.00 1232.0
Aug-81 171.29 1157.0 258.50 81.47 2484.18 0.00 0.00 1.00 1189.0
Sep-81 171.14 1287.0 257.19 78.11 2473.28 0.00 0.00 1.00 1335.0
Oct-81 171.73 1391.0 254.18 76.23 2487.69 0.00 0.00 0.00 1485.0
Nov-81 168.84 1319.0 250.69 74.92 2490.18 0.00 0.00 0.00 1339.0
Dec-81 167.45 1445.0 248.94 74.47 2482.34 0.00 0.00 0.00 1428.0
Jan-82 167.76 1229.0 246.98 75.50 2490.46 1.00 0.00 0.00 1416.0
Feb-82 169.87 1114.0 247.36 76.74 2494.82 1.00 0.00 0.00 1235.0
Mar-82 170.79 1350.0 246.56 75.66 2508.57 1.00 0.00 0.00 1425.0
Apr-82 171.76 1255.0 249.00 75.03 2521.07 0.00 1.00 0.00 1425.0
May-82 177.04 1125.0 252.92 75.16 2506.26 0.00 1.00 0.00 1254.0
Jun-82 180.82 1170.0 258.04 75.46 2478.25 0.00 1.00 0.00 1201.0
Jul-82 185.74 1040.0 253.85 75.90 2504.72 0.00 0.00 1.00 1162.0
Aug-82 187.82 1088.0 248.41 73.39 2504.40 0.00 0.00 1.00 1157.0
Sep-82 194.38 1112.0 247.09 72.83 2505.21 0.00 0.00 1.00 1287.0
Oct-82 194.40 1178.0 238.90 71.28 2508.96 0.00 0.00 0.00 1391.0
Nov-82 190.82 1257.0 237.86 70.82 2531.43 0.00 0.00 0.00 1319.0
Dec-82 188.01 1203.0 237.40 69.88 2552.66 0.00 0.00 0.00 1445.0
Jan-83 189.16 1159.0 238.14 70.45 2568.10 1.00 0.00 0.00 1229.0
Feb-83 187.23 1021.0 239.63 71.40 2571.20 1.00 0.00 0.00 1114.0
Mar-83 184.58 1303.0 239.12 71.30 2589.07 1.00 0.00 0.00 1350.0
Apr-83 176.37 1262.0 243.71 68.56 2584.28 0.00 1.00 0.00 1255.0
May-83 172.48 1243.0 244.46 69.25 2587.80 0.00 1.00 0.00 1125.0
Jun-83 169.05 1266.0 241.21 70.25 2590.65 0.00 1.00 0.00 1170.0
Jul-83 166.77 1134.0 238.14 72.47 2626.53 0.00 0.00 1.00 1040.0
Aug-83 165.37 1250.0 234.03 73.85 2620.66 0.00 0.00 1.00 1088.0
Sep-83 162.76 1273.0 229.10 76.37 2636.94 0.00 0.00 1.00 1112.0
Oct-83 160.69 1388.0 225.64 72.97 2659.41 0.00 0.00 0.00 1178.0
Nov-83 157.11 1468.0 224.51 75.69 2680.53 0.00 0.00 0.00 1257.0
Dec-83 156.07 1350.0 223.49 80.16 2704.84 0.00 0.00 0.00 1203.0
Jan-84 159.18 1235.0 230.81 82.34 2726.69 1.00 0.00 0.00 1159.0
Feb-84 159.08 1165.0 234.18 84.67 2739.36 1.00 0.00 0.00 1021.0
Mar-84 155.36 1338.0 234.31 82.65 2760.62 1.00 0.00 0.00 1303.0
Apr-84 155.00 1233.0 233.37 81.86 2781.28 0.00 1.00 0.00 1262.0
May-84 153.38 1281.0 229.98 78.43 2785.78 0.00 1.00 0.00 1243.0
Jun-84 154.19 1156.0 227.19 78.78 2804.24 0.00 1.00 0.00 1266.0
Jul-84 155.81 1041.0 223.15 79.63 2819.79 0.00 0.00 1.00 1134.0
Aug-84 158.95 1175.0 223.06 75.41 2826.79 0.00 0.00 1.00 1250.0
Sep-84 155.81 1139.0 220.19 75.24 2833.81 0.00 0.00 1.00 1273.0
Oct-84 155.65 1411.0 219.28 72.55 2830.10 0.00 0.00 0.00 1388.0
Nov-84 154.23 1326.0 220.89 73.22 2848.81 0.00 0.00 0.00 1468.0
Dec-84 155.27 1220.0 224.31 71.51 2875.02 0.00 0.00 0.00 1350.0
Jan-85 157.35 1281.0 223.32 73.27 2884.83 1.00 0.00 0.00 1235.0
Feb-85 156.23 1105.0 221.32 72.83 2857.08 1.00 0.00 0.00 1165.0
Mar-85 154.79 1232.0 220.39 72.27 2842.58 1.00 0.00 0.00 1338.0
Apr-85 149.02 1289.0 217.77 71.47 2887.56 0.00 1.00 0.00 1233.0
May-85 147.90 1329.0 214.73 69.43 2948.28 0.00 1.00 0.00 1281.0
Jun-85 146.75 1125.0 211.99 70.72 2883.09 0.00 1.00 0.00 1156.0
Jul-85 150.00 1147.0 210.30 69.85 2881.82 0.00 0.00 1.00 1041.0
Aug-85 149.81 1210.0 205.28 70.09 2884.07 0.00 0.00 1.00 1175.0
Sep-85 147.55 1196.0 202.95 70.36 2885.32 0.00 0.00 1.00 1139.0
Oct-85 147.19 1358.0 202.76 68.91 2902.48 0.00 0.00 0.00 1411.0
Nov-85 148.99 1241.0 207.34 71.38 2901.56 0.00 0.00 0.00 1326.0
Dec-85 152.33 1215.0 213.08 71.00 2926.62 0.00 0.00 0.00 1220.0
Jan-86 154.20 1266.0 212.50 69.89 2931.84 1.00 0.00 0.00 1281.0
Feb-86 153.98 1106.0 209.06 70.54 2955.63 1.00 0.00 0.00 1105.0
Mar-86 152.39 1198.0 208.09 70.50 2992.92 1.00 0.00 0.00 1232.0
Apr-86 149.36 1292.0 205.43 69.24 2997.88 0.00 1.00 0.00 1289.0
May-86 149.04 1211.0 204.68 70.62 3002.39 0.00 1.00 0.00 1329.0
Jun-86 152.05 1065.0 203.38 72.60 2997.35 0.00 1.00 0.00 1125.0
Jul-86 167.49 1063.0 204.11 81.19 3011.23 0.00 0.00 1.00 1147.0
Aug-86 173.47 1037.0 206.29 87.33 3013.86 0.00 0.00 1.00 1210.0
Sep-86 176.41 1137.0 206.08 82.58 3011.16 0.00 0.00 1.00 1196.0
Oct-86 176.70 1285.0 206.07 81.60 3010.43 0.00 0.00 0.00 1358.0
Nov-86 174.37 1117.0 208.15 79.53 3021.74 0.00 0.00 0.00 1241.0
Dec-86 173.12 1221.0 208.87 78.28 3018.64 0.00 0.00 0.00 1215.0
Jan-87 169.15 1244.0 209.17 73.83 3033.90 1.00 0.00 0.00 1266.0
Feb-87 166.31 1070.0 205.73 74.55 3049.19 1.00 0.00 0.00 1106.0
Mar-87 161.73 1226.0 204.82 71.72 3046.03 1.00 0.00 0.00 1198.0
Apr-87 158.74 1170.0 206.57 70.28 2922.01 0.00 1.00 0.00 1292.0
May-87 162.42 1071.0 211.58 69.14 3035.19 0.00 1.00 0.00 1211.0
Jun-87 165.29 1086.0 216.04 67.93 3032.86 0.00 1.00 0.00 1065.0
Jul-87 170.12 1082.0 214.41 66.34 3040.95 0.00 0.00 1.00 1063.0
Aug-87 171.50 1075.0 210.84 68.62 3051.22 0.00 0.00 1.00 1037.0
Sep-87 171.22 1227.0 209.83 68.96 3045.65 0.00 0.00 1.00 1137.0
Oct-87 168.60 1359.0 209.45 68.60 3067.65 0.00 0.00 0.00 1285.0
Nov-87 163.95 1312.0 210.05 65.51 3082.41 0.00 0.00 0.00 1117.0
Dec-87 160.83 1390.0 208.93 63.78 3112.82 0.00 0.00 0.00 1221.0
Jan-88 160.16 1244.0 206.40 63.96 3120.31 1.00 0.00 0.00 1244.0
Feb-88 157.84 1184.0 208.71 64.22 3135.34 1.00 0.00 0.00 1070.0
Mar-88 157.34 1362.0 209.70 64.64 3148.76 1.00 0.00 0.00 1226.0
Apr-88 156.19 1263.0 209.99 64.90 3151.07 0.00 1.00 0.00 1170.0
May-88 156.26 1231.0 211.83 67.74 3155.66 0.00 1.00 0.00 1071.0
Jun-88 159.24 1233.0 216.53 73.56 3166.27 0.00 1.00 0.00 1086.0
Jul-88 158.14 1133.0 215.11 79.07 3181.60 0.00 0.00 1.00 1082.0
Aug-88 155.88 1282.0 212.94 80.76 3180.25 0.00 0.00 1.00 1075.0
Sep-88 154.34 1360.0 213.11 81.39 3176.88 0.00 0.00 1.00 1227.0
Oct-88 151.08 1443.0 210.82 77.54 3190.77 0.00 0.00 0.00 1359.0
Nov-88 147.96 1463.0 212.80 74.15 3199.50 0.00 0.00 0.00 1312.0
Dec-88 147.22 1425.0 212.12 73.44 3228.46 0.00 0.00 0.00 1390.0
Jan-89 158.22 1307.0 214.04 74.73 3248.80 1.00 0.00 0.00 1244.0
Feb-89 156.00 1205.0 212.34 73.93 3248.93 1.00 0.00 0.00 1184.0
Mar-89 155.44 1373.0 216.43 74.65 3254.13 1.00 0.00 0.00 1362.0
Apr-89 154.26 1322.0 215.52 75.71 3239.81 0.00 1.00 0.00 1263.0
May-89 151.37 1341.0 215.43 77.63 3218.90 0.00 1.00 0.00 1231.0
Jun-89 152.70 1266.0 216.68 79.13 3228.77 0.00 1.00 0.00 1233.0
Jul-89 155.47 1108.0 216.80 77.49 3238.59 0.00 0.00 1.00 1133.0
Aug-89 156.74 1333.0 215.25 76.57 3239.97 0.00 0.00 1.00 1282.0
Sep-89 156.08 1349.0 212.96 75.36 3240.48 0.00 0.00 1.00 1360.0
Oct-89 156.53 1421.0 210.99 72.45 3243.63 0.00 0.00 0.00 1443.0
Nov-89 159.33 1446.0 211.60 69.82 3260.60 0.00 0.00 0.00 1463.0
Dec-89 160.43 1288.0 213.64 70.02 3266.85 0.00 0.00 0.00 1425.0
Jan-90 162.01 1363.0 215.38 69.23 3273.47 1.00 0.00 0.00 1307.0
Feb-90 162.42 1213.0 211.72 70.00 3283.44 1.00 0.00 0.00 1205.0
Mar-90 161.93 1329.0 211.73 72.11 3279.95 1.00 0.00 0.00 1373.0
Apr-90 164.93 1248.0 215.59 69.59 3302.87 0.00 1.00 0.00 1322.0
May-90 168.89 1257.0 219.50 69.81 3296.90 0.00 1.00 0.00 1341.0
Jun-90 177.60 1142.0 217.17 71.44 3300.54 0.00 1.00 0.00 1266.0
Jul-90 180.29 1103.0 214.65 70.32 3308.13 0.00 0.00 1.00 1108.0
Aug-90 180.78 1310.0 213.22 69.30 3281.38 0.00 0.00 1.00 1333.0
Sep-90 176.04 1228.0 211.45 68.35 3274.15 0.00 0.00 1.00 1349.0
Oct-90 176.85 1392.0 211.76 66.14 3250.26 0.00 0.00 0.00 1421.0
Nov-90 176.23 1373.0 217.94 65.77 3248.80 0.00 0.00 0.00 1446.0
Dec-90 176.46 1342.0 220.70 64.13 3264.42 0.00 0.00 0.00 1288.0
Jan-91 169.84 1396.0 219.09 65.82 3251.49 1.00 0.00 0.00 1363.0
Feb-91 169.14 1204.0 216.99 66.99 3254.53 1.00 0.00 0.00 1213.0
Mar-91 167.63 1300.0 218.81 66.59 3257.63 1.00 0.00 0.00 1329.0
Apr-91 165.68 1361.0 219.75 65.46 3269.16 0.00 1.00 0.00 1248.0
May-91 166.45 1291.0 218.36 65.12 3272.27 0.00 1.00 0.00 1257.0
Jun-91 166.91 1140.0 215.00 64.56 3285.59 0.00 1.00 0.00 1142.0
Jul-91 169.09 1207.0 211.75 65.20 3277.97 0.00 0.00 1.00 1103.0
Aug-91 165.89 1299.0 208.93 63.62 3279.72 0.00 0.00 1.00 1310.0
Sep-91 163.41 1316.0 204.15 63.70 3284.62 0.00 0.00 1.00 1228.0
Oct-91 159.90 1534.0 201.75 63.90 3286.24 0.00 0.00 0.00 1392.0
Nov-91 157.47 1456.0 203.92 62.19 3291.44 0.00 0.00 0.00 1373.0
Dec-91 154.17 1444.0 202.61 62.65 3323.13 0.00 0.00 0.00 1342.0
Jan-92 152.21 1525.0 201.81 63.58 3344.97 1.00 0.00 0.00 1396.0
Feb-92 152.53 1329.0 203.82 61.26 3361.04 1.00 0.00 0.00 1204.0
Mar-92 150.54 1467.0 205.03 61.67 3357.14 1.00 0.00 0.00 1300.0
Apr-92 147.31 1414.0 206.16 61.72 3366.45 0.00 1.00 0.00 1361.0
May-92 148.75 1287.0 204.58 61.13 3377.67 0.00 1.00 0.00 1291.0
Jun-92 148.72 1332.0 204.78 61.41 3376.25 0.00 1.00 0.00 1140.0
Jul-92 151.04 1375.0 201.99 62.35 3381.35 0.00 0.00 1.00 1207.0
Aug-92 150.46 1377.0 198.79 62.60 3390.99 0.00 0.00 1.00 1299.0
Sep-92 149.47 1511.0 201.06 62.35 3380.89 0.00 0.00 1.00 1316.0
Oct-92 148.03 1588.0 201.41 61.00 3390.27 0.00 0.00 0.00 1534.0
Nov-92 146.34 1455.0 202.18 62.32 3393.17 0.00 0.00 0.00 1456.0
Dec-92 146.37 1524.0 202.47 61.95 3511.70 0.00 0.00 0.00 1444.0
Jan-93 145.44 1435.0 202.24 61.36 3366.69 1.00 0.00 0.00 1525.0
Feb-93 143.33 1289.0 204.40 60.87 3357.02 1.00 0.00 0.00 1329.0
Mar-93 142.83 1480.0 205.78 61.21 3342.69 1.00 0.00 0.00 1467.0
Apr-93 140.63 1465.0 207.71 60.69 3394.03 0.00 1.00 0.00 1414.0
May-93 142.93 1309.0 210.96 61.58 3404.92 0.00 1.00 0.00 1287.0
Jun-93 143.98 1377.0 206.30 61.70 3397.58 0.00 1.00 0.00 1332.0
Jul-93 146.68 1311.0 205.47 61.63 3399.79 0.00 0.00 1.00 1375.0
Aug-93 145.17 1389.0 200.90 61.88 3405.66 0.00 0.00 1.00 1377.0
Sep-93 147.00 1440.0 198.76 61.82 3399.10 0.00 0.00 1.00 1511.0
Oct-93 146.12 1472.0 198.01 61.29 3398.08 0.00 0.00 0.00 1588.0
Nov-93 146.64 1509.0 199.59 62.96 3411.73 0.00 0.00 0.00 1455.0
Dec-93 145.95 1554.0 197.67 62.41 3523.32 0.00 0.00 0.00 1524.0
Jan-94 145.62 1376.0 196.17 61.49 3389.81 1.00 0.00 0.00 1435.0
Feb-94 144.17 1275.0 194.21 60.53 3410.57 1.00 0.00 0.00 1289.0
Mar-94 144.77 1530.0 195.86 60.53 3421.88 1.00 0.00 0.00 1480.0
Apr-94 142.61 1432.0 194.78 60.99 3430.94 0.00 1.00 0.00 1465.0
May-94 142.58 1396.0 195.32 61.15 3487.12 0.00 1.00 0.00 1309.0
Jun-94 142.23 1411.0 191.42 62.03 3482.09 0.00 1.00 0.00 1377.0
Jul-94 142.92 1294.0 188.75 61.99 3485.24 0.00 0.00 1.00 1311.0
Aug-94 141.34 1493.0 186.85 60.74 3486.58 0.00 0.00 1.00 1389.0
Sep-94 139.69 1539.0 187.42 60.31 3497.52 0.00 0.00 1.00 1440.0
Oct-94 139.60 1631.0 185.89 59.46 3532.71 0.00 0.00 0.00 1472.0
Nov-94 137.81 1639.0 187.17 60.39 3532.46 0.00 0.00 0.00 1509.0
Dec-94 133.13 1642.0 186.64 59.79 3546.96 0.00 0.00 0.00 1554.0
Jan-95 134.73 1500.0 188.02 59.68 3551.10 1.00 0.00 0.00 1376.0
Feb-95 133.13 1354.0 188.40 59.18 3545.39 1.00 0.00 0.00 1275.0
Mar-95 135.20 1634.0 188.04 60.57 3543.92 1.00 0.00 0.00 1530.0
Apr-95 132.78 1404.0 186.77 59.97 3512.24 0.00 1.00 0.00 1432.0
May-95 132.79 1525.0 185.41 58.54 3540.74 0.00 1.00 0.00 1396.0
Jun-95 131.15 1464.0 185.84 59.54 3544.20 0.00 1.00 0.00 1411.0
Jul-95 132.79 1299.0 188.46 60.26 3550.89 0.00 0.00 1.00 1294.0
Aug-95 136.49 1504.0 186.00 59.39 3547.42 0.00 0.00 1.00 1493.0
Sep-95 136.75 1438.0 185.05 61.29 3552.42 0.00 0.00 1.00 1539.0
Oct-95 139.30 1574.0 185.62 60.51 3551.20 0.00 0.00 0.00 1631.0
Nov-95 138.28 1608.0 186.46 61.72 3564.71 0.00 0.00 0.00 1639.0
Dec-95 139.35 1507.0 185.08 61.17 3584.50 0.00 0.00 0.00 1642.0
Jan-96 137.82 1551.0 182.32 60.95 3578.04 1.00 0.00 0.00 1500.0
Feb-96 142.22 1417.0 179.99 60.68 3602.91 1.00 0.00 0.00 1354.0
Mar-96 142.52 1422.0 177.14 59.92 3608.22 1.00 0.00 0.00 1634.0
Apr-96 141.20 1485.0 178.69 60.59 3579.21 0.00 1.00 0.00 1404.0
May-96 144.32 1413.0 176.63 60.60 3621.52 0.00 1.00 0.00 1525.0
Jun-96 150.22 1206.0 176.32 61.77 3640.27 0.00 1.00 0.00 1464.0
Jul-96 152.10 1340.0 176.82 61.91 3632.23 0.00 0.00 1.00 1299.0
Aug-96 155.63 1395.0 178.70 62.94 3639.99 0.00 0.00 1.00 1504.0
Sep-96 157.03 1408.0 177.88 63.75 3646.51 0.00 0.00 1.00 1438.0
Oct-96 155.72 1591.0 178.08 64.50 3644.09 0.00 0.00 0.00 1574.0
Nov-96 154.48 1429.0 180.26 63.24 3653.66 0.00 0.00 0.00 1608.0
Dec-96 154.22 1429.0 181.15 63.18 3671.19 0.00 0.00 0.00 1507.0
Jan-97 154.75 1461.0 177.06 63.86 3675.30 1.00 0.00 0.00 1551.0
Feb-97 153.32 1309.0 174.56 63.16 3682.08 1.00 0.00 0.00 1417.0
Mar-97 151.38 1422.0 172.56 63.06 3692.69 1.00 0.00 0.00 1422.0
Apr-97 149.56 1446.0 174.16 62.55 3692.57 0.00 1.00 0.00 1485.0
May-97 151.34 1332.0 175.08 62.90 3706.68 0.00 1.00 0.00 1413.0
Jun-97 154.27 1312.0 173.18 61.95 3718.09 0.00 1.00 0.00 1206.0
Jul-97 153.40 1354.0 173.96 62.62 3729.97 0.00 0.00 1.00 1340.0
Aug-97 155.29 1352.0 174.75 61.44 3745.90 0.00 0.00 1.00 1395.0
Sep-97 154.03 1490.0 175.56 61.54 3754.53 0.00 0.00 1.00 1408.0
Oct-97 153.77 1652.0 172.65 60.89 3763.30 0.00 0.00 0.00 1591.0
Nov-97 151.52 1473.0 172.14 63.03 3791.52 0.00 0.00 0.00 1429.0
Dec-97 148.79 1641.0 174.15 62.06 3816.86 0.00 0.00 0.00 1429.0
Jan-98 153.71 1634.0 170.36 63.24 3846.72 1.00 0.00 0.00 1461.0
Feb-98 153.24 1457.0 168.00 62.20 3864.48 1.00 0.00 0.00 1309.0
Mar-98 148.21 1596.0 168.37 63.63 3880.95 1.00 0.00 0.00 1422.0
Apr-98 144.98 1566.0 171.20 63.32 3891.26 0.00 1.00 0.00 1446.0
May-98 147.79 1419.0 170.39 63.39 3906.70 0.00 1.00 0.00 1332.0
Jun-98 149.14 1444.0 170.98 62.33 3920.00 0.00 1.00 0.00 1312.0
Jul-98 150.18 1529.0 170.65 63.30 3932.97 0.00 0.00 1.00 1354.0
Aug-98 149.94 1505.0 170.99 64.81 3949.14 0.00 0.00 1.00 1352.0
Sep-98 149.57 1591.0 167.60 65.65 3956.42 0.00 0.00 1.00 1490.0
Oct-98 147.68 1757.0 167.68 65.61 3962.01 0.00 0.00 0.00 1652.0
Nov-98 146.95 1683.0 170.73 66.10 3979.45 0.00 0.00 0.00 1473.0
Dec-98 145.27 1799.0 173.03 64.67 3991.58 0.00 0.00 0.00 1641.0
Jan-99 142.06 1628.0 169.87 65.25 3999.51 1.00 0.00 0.00 1634.0
Feb-99 144.01 1501.0 169.00 64.68 4005.17 1.00 0.00 0.00 1457.0
Mar-99 143.70 1737.0 167.82 64.06 4000.30 1.00 0.00 0.00 1596.0
Apr-99 141.28 1629.0 170.82 63.60 3980.99 0.00 1.00 0.00 1566.0
May-99 143.92 1417.0 170.40 61.73 3995.01 0.00 1.00 0.00 1419.0
Jun-99 145.13 1584.0 172.80 62.64 4007.10 0.00 1.00 0.00 1444.0
Jul-99 146.55 1489.0 173.55 62.69 4007.02 0.00 0.00 1.00 1529.0
Aug-99 147.70 1565.0 172.95 62.42 4020.65 0.00 0.00 1.00 1505.0
Sep-99 147.77 1618.0 172.36 64.32 4006.25 0.00 0.00 1.00 1591.0
Oct-99 145.48 1698.0 175.62 62.72 4037.34 0.00 0.00 0.00 1757.0
Nov-99 145.40 1707.0 178.25 64.05 4064.35 0.00 0.00 0.00 1683.0
Dec-99 146.23 1705.0 179.32 62.57 4104.34 0.00 0.00 0.00 1799.0
Jan-00 145.56 1572.0 174.59 62.74 4152.67 1.00 0.00 0.00 1628.0
Feb-00 147.82 1558.0 172.91 61.60 4158.07 1.00 0.00 0.00 1501.0
Mar-00 147.66 1704.0 174.01 62.15 4151.58 1.00 0.00 0.00 1737.0
Apr-00 149.15 1398.0 178.28 62.41 4151.08 0.00 1.00 0.00 1629.0
May-00 149.39 1542.0 180.06 61.34 4162.51 0.00 1.00 0.00 1417.0
Jun-00 150.99 1538.0 180.68 62.01 4161.37 0.00 1.00 0.00 1584.0
Jul-00 151.79 1409.0 179.40 63.02 4191.20 0.00 0.00 1.00 1489.0
Aug-00 153.70 1643.0 179.34 62.85 4204.28 0.00 0.00 1.00 1565.0
Sep-00 152.56 1554.0 180.20 62.58 4197.93 0.00 0.00 1.00 1618.0
Oct-00 150.63 1717.0 179.20 62.64 4200.69 0.00 0.00 0.00 1698.0
Nov-00 148.94 1714.0 178.23 61.17 4196.78 0.00 0.00 0.00 1707.0
Dec-00 150.86 1579.0 178.22 61.95 4202.36 0.00 0.00 0.00 1705.0
Jan-01 148.83 1693.0 183.55 62.31 4213.48 1.00 0.00 0.00 1572.0
Feb-01 148.75 1486.0 190.10 62.00 4204.78 1.00 0.00 0.00 1558.0
Mar-01 150.62 1626.0 189.73 62.60 4203.52 1.00 0.00 0.00 1704.0
Apr-01 148.84 1533.0 194.01 62.24 4180.16 0.00 1.00 0.00 1398.0
May-01 150.20 1555.0 193.47 61.62 4165.62 0.00 1.00 0.00 1542.0
Jun-01 152.19 1458.0 195.28 62.13 4171.74 0.00 1.00 0.00 1538.0
Jul-01 152.39 1435.0 194.59 62.08 4254.03 0.00 0.00 1.00 1409.0
Aug-01 155.66 1600.0 191.15 62.54 4330.31 0.00 0.00 1.00 1643.0
Sep-01 155.97 1513.0 189.34 62.09 4280.03 0.00 0.00 1.00 1554.0
Oct-01 155.54 1838.0 190.21 62.75 4224.14 0.00 0.00 0.00 1717.0
Nov-01 152.93 1733.0 190.30 63.87 4240.98 0.00 0.00 0.00 1714.0
Dec-01 153.59 1668.0 186.93 62.76 4269.78 0.00 0.00 0.00 1579.0
Jan-02 152.91 1717.0 186.79 61.60 4358.50 1.00 0.00 0.00 1693.0
Feb-02 152.81 1482.0 185.88 62.49 4359.79 1.00 0.00 0.00 1486.0
Mar-02 151.17 1581.0 184.45 62.08 4353.47 1.00 0.00 0.00 1626.0
Apr-02 148.33 1672.0 185.48 61.74 4353.34 0.00 1.00 0.00 1533.0
May-02 150.11 1646.0 185.48 60.85 4360.57 0.00 1.00 0.00 1555.0
Jun-02 148.19 1479.0 183.44 59.26 4367.65 0.00 1.00 0.00 1458.0
Jul-02 146.70 1557.0 182.62 59.80 4355.97 0.00 0.00 1.00 1435.0
Aug-02 147.54 1637.0 185.11 57.28 4339.96 0.00 0.00 1.00 1600.0
Sep-02 144.53 1638.0 181.99 59.34 4336.41 0.00 0.00 1.00 1513.0
Oct-02 143.96 1831.0 179.70 56.65 4337.67 0.00 0.00 0.00 1838.0
Nov-02 142.91 1709.0 184.23 57.58 4344.79 0.00 0.00 0.00 1733.0
Dec-02 144.06 1715.0 186.73 57.93 4369.10 0.00 0.00 0.00 1668.0
Jan-03 142.10 1752.0 186.96 55.26 4376.83 1.00 0.00 0.00 1717.0
Feb-03 143.42 1523.0 190.06 56.31 4362.15 1.00 0.00 0.00 1482.0
Mar-03 142.13 1623.0 193.70 56.95 4358.47 1.00 0.00 0.00 1581.0
Apr-03 143.53 1659.0 198.48 57.29 4378.40 0.00 1.00 0.00 1672.0
May-03 140.87 1551.0 196.95 56.19 4412.81 0.00 1.00 0.00 1646.0
Jun-03 143.93 1531.0 199.02 56.23 4425.75 0.00 1.00 0.00 1479.0
Jul-03 144.81 1580.0 198.69 55.85 4488.15 0.00 0.00 1.00 1557.0
Aug-03 146.59 1559.0 202.33 55.42 4510.51 0.00 0.00 1.00 1637.0
Sep-03 147.19 1668.0 200.27 55.18 4451.19 0.00 0.00 1.00 1638.0
Oct-03 146.22 1912.0 212.59 55.24 4469.41 0.00 0.00 0.00 1831.0
Nov-03 147.53 1718.0 233.98 57.89 4514.74 0.00 0.00 0.00 1709.0
Dec-03 145.42 1869.0 230.22 56.97 4538.74 0.00 0.00 0.00 1715.0

Lecture 9- Pork Demand Reg

SUMMARY OUTPUT
Regression Statistics
Multiple R 0.9368708459
R Square 0.8777269818
Adjusted R Square 0.8751993742
Standard Error 11.531131762
Observations 396
ANOVA
df SS MS F Significance F
Regression 8 369388.738528666 46173.5923160833 347.2560290572 2.11235481958651E-171
Residual 387 51458.2288890453 132.9669997133
Total 395 420846.967417712
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Intercept 64.6978804593 11.0608038959 5.8492927881 0.0000000105 42.9510926265 86.4446682921 42.9510926265 86.4446682921
Pork Supplied -0.0651078794 0.005889059 -11.0557356335 7.0557066444542E-25 -0.0766864336 -0.0535293253 -0.0766864336 -0.0535293253
Beef Price 0.2332178185 0.0332365199 7.0169144997 0 0.1678710721 0.2985645648 0.1678710721 0.2985645648
Poultry Price 1.129098792 0.0588825528 19.1754388754 4.3231089869502E-58 1.0133290528 1.2448685313 1.0133290528 1.2448685313
Disposable Income 0.0194458086 0.0020500587 9.485488494 2.50365558256921E-19 0.0154151619 0.0234764553 0.0154151619 0.0234764553
First Quarter -8.0152257355 1.7157930793 -4.6714407653 0.0000041333 -11.3886684266 -4.6417830444 -11.3886684266 -4.6417830444
Second Quarter -12.7642006309 1.7718458884 -7.2039000199 0 -16.2478494661 -9.2805517957 -16.2478494661 -9.2805517957
Third Quarter -11.4669915839 1.8439064197 -6.2188576716 0.0000000013 -15.0923195501 -7.8416636176 -15.0923195501 -7.8416636176
Pork Supplied Last Year 0.0004208081 0.0056200661 0.0748760083 0.940352054 -0.0106288756 0.0114704918 -0.0106288756 0.0114704918
RESIDUAL OUTPUT
Observation Predicted Price of Pork Residuals
1 176.9981267557 -6.3951116803
2 192.0947880409 -19.4130837802
3 174.6661935552 -1.1661935552
4 175.3658117085 -5.2909987409
5 183.4902105915 -15.5001361498
6 185.8966172394 -15.6995729045
7 196.1508880734 -21.9494138719
8 189.6021398446 -15.3374339623
9 184.3824178077 -11.5883001606
10 194.1875699766 -21.0824355022
11 186.6664336182 -13.3168003664
12 186.3577277952 -10.2020100336
13 196.1104975088 -11.6822736645
14 203.7629572435 -8.1213107544
15 186.382500422 4.1972097229
16 188.9407319645 -1.7118163019
17 185.421895262 4.2415662764
18 190.8209913138 4.6226537701
19 211.9451695045 -8.8425442061
20 196.7595090109 6.8119195605
21 198.9913300554 5.5217340776
22 201.1032547067 4.5705041585
23 196.8034747618 7.6776573137
24 208.257850875 -1.1990273456
25 206.9474546343 12.7708552249
26 227.2503873873 -2.0755622125
27 254.7258722646 -18.005317992
28 252.0830986155 -17.6794288907
29 241.3439730171 -9.2255219921
30 248.6005919342 -14.2114516627
31 263.0529210584 -21.517932345
32 339.1963430383 -48.9524405992
33 293.435944891 -15.3385997583
34 247.7362965965 7.7461595439
35 235.8025407793 14.3063916826
36 237.7220147712 11.6286345795
37 235.7801419224 13.5760812535
38 250.131782406 -2.8860196942
39 228.9532824438 4.1011108617
40 211.8003940877 5.4912725789
41 198.261901824 5.4418018797
42 205.9471963751 -15.5390331098
43 213.2131301018 -4.103818361
44 211.2421281767 5.3578718233
45 214.152477158 2.2506848973
46 214.0344192013 -1.705652078
47 222.2209901253 -6.6870095427
48 225.6167866554 -9.2391373298
49 214.4445920142 5.5170202699
50 220.7382420657 -2.6430039705
51 217.4992773465 -2.5087650125
52 206.448050809 11.6993972061
53 225.5679890084 4.8831388111
54 236.9891401868 5.7347404102
55 256.5317455797 7.8593983318
56 256.3402001324 19.3504076024
57 250.071952369 30.6972784002
58 251.5027228914 36.6575685476
59 250.6095376036 26.9673159226
60 241.9873659736 23.0576790715
61 231.102966948 27.7099826923
62 231.6347963832 21.5910100684
63 210.9943865721 36.5905865942
64 214.032020214 28.9269815685
65 217.7036418427 27.0751192193
66 220.4206005846 26.2343289928
67 224.9602731832 23.375979006
68 207.7178754698 31.1322987463
69 199.6503955159 30.2107155952
70 197.4984845638 17.7001337436
71 189.9449844438 12.2963948666
72 198.4326288874 2.5982989476
73 199.0299483355 5.243555938
74 204.1426414792 0.5950911774
75 192.048223377 11.1450539339
76 194.9048594808 3.0951405192
77 199.8896114256 0.442063533
78 199.5653469509 7.3539281726
79 213.6640127467 2.7294298762
80 200.4925658281 12.2525322112
81 195.4431050072 17.4233445042
82 204.545887857 1.2982679871
83 197.3474393054 8.4683926817
84 202.9842102193 7.1607173169
85 202.5285801386 11.5514198614
86 207.6380222869 11.7578441678
87 201.0862334299 18.4721261916
88 207.4455301817 14.1507139498
89 207.9344766534 11.2903295482
90 221.9379669982 -0.7723228264
91 229.2885391492 -9.8060429543
92 219.3248091785 -0.5369303906
93 209.3253558305 9.4716366507
94 213.222148094 9.430608985
95 209.1648668596 13.9805337339
96 218.1655023766 4.1387812276
97 212.0334493282 13.7352183146
98 225.5028188883 1.8488453664
99 214.3031047672 10.4819955193
100 208.0336581436 5.422432508
101 204.5047944532 4.306394358
102 203.9597820873 -4.0980946738
103 201.1634711253 -6.3618295384
104 180.6871174791 3.4592239843
105 190.3451966475 -8.5757596502
106 173.8858149918 4.7046105401
107 182.558690255 -8.3821421654
108 195.6379754951 -17.9326299931
109 181.6113241512 -7.7038691384
110 185.6926285277 -16.871335752
111 174.2388178862 -7.8218391096
112 155.4709742201 2.3068035577
113 154.371982703 -3.2717382042
114 164.5518834153 -14.1286669703
115 183.3732439837 -18.6815873936
116 191.9423688035 -17.0324048179
117 187.3899962123 -7.9852343075
118 187.4088526263 -6.040928098
119 192.3610630508 -9.554045507
120 184.4672304318 -6.2517032012
121 173.3599165138 0.7780145207
122 184.051748771 -15.2235348916
123 169.7489770496 -4.5512369366
124 159.9264544883 0.2306723355
125 167.1335223928 -5.7749477826
126 171.7882280986 -9.9780735732
127 181.6482520859 -12.5434485925
128 178.9878651758 -7.6985910696
129 166.2705398823 4.8667991735
130 168.4837163082 3.2507590665
131 170.8659128759 -2.0291999624
132 161.6272009215 5.8196075892
133 168.5406227619 -0.7781625286
134 177.5258692093 -7.6527191035
135 161.0994194957 9.694231298
136 162.6304258856 9.1293212166
137 171.7966130772 5.2388775282
138 169.8404089639 10.9843333042
139 179.6110885048 6.1325012387
140 172.3771693217 15.4426873825
141 169.945463372 24.4365590999
142 173.5763654363 20.8228198997
143 168.0691500716 22.747176459
144 170.8832119195 17.1290831625
145 166.7617072267 22.3998469655
146 177.1787365887 10.0531326657
147 159.030784509 25.5453135502
148 154.7978661703 21.5713021867
149 157.0059617712 15.4738769385
150 155.9509502505 13.0942758802
151 168.2777643143 -1.5109975475
152 161.2316610565 4.1376004205
153 161.7474284088 1.0132468643
154 161.5529287006 -0.8598593937
155 159.5958020362 -2.4811775303
156 172.5353772037 -16.4643011919
157 176.5799996128 -17.4043371987
158 184.7439794522 -25.6619482022
159 171.7652111405 -16.4045873589
160 173.1265897909 -18.1314394514
161 165.4198572392 -12.0349442798
162 173.674135404 -19.4793427329
163 182.7223443759 -26.9106248754
164 169.388132896 -10.440764475
165 171.0180054535 -15.2084816439
166 161.5093274935 -5.8588051763
167 168.5680658592 -14.3420449665
168 174.7967789008 -19.5261236301
169 164.7079488478 -7.3619772838
170 174.6352538006 -18.4088387063
171 165.3139197292 -10.5206866465
172 156.1632577497 -7.1454841295
173 151.7487070067 -3.8456315174
174 164.5326821579 -17.7854702619
175 162.94380002 -12.94380002
176 158.0438538287 -8.2290390139
177 158.7246993313 -11.1716060718
178 158.4043334498 -11.2102212143
179 169.8261420916 -20.8353164036
180 172.8734899094 -20.5404615471
181 160.2792715278 -6.0821912358
182 171.015252546 -17.0353806338
183 165.5288525514 -13.139146669
184 152.7479215136 -3.3924887327
185 159.4984989788 -10.4626863066
186 170.7603941643 -18.7055996437
187 182.3301171052 -14.8415326303
188 191.5436961258 -18.0705876481
189 179.5602218009 -3.1536882255
190 180.3356392179 -3.6357298797
191 189.5956401072 -15.2296980783
192 181.5107737777 -8.388601832
193 167.3631021026 1.7915741564
194 178.9342259053 -12.6259821777
195 165.3449080281 -3.6143103475
196 160.6442902492 -1.9042725029
197 169.1478600159 -6.7252251795
198 167.7335669742 -2.4472233619
199 167.2791727742 2.8438500729
200 169.6587549257 1.8447415778
201 159.841056487 11.3763348173
202 162.7185394263 5.885103245
203 162.642878891 1.3085942459
204 155.980123602 4.8517654795
205 157.2395817528 2.9159930095
206 162.2040691963 -4.3592416101
207 151.6369227214 5.7021330726
208 153.724115065 2.4671744311
209 159.4938359656 -3.2385168166
210 167.236694139 -7.9994060034
211 181.2340528804 -23.0905929648
212 172.9010500376 -17.0186970965
213 168.5698234145 -14.2292558018
214 170.0794150273 -18.9978842453
215 165.5634797991 -17.6000550277
216 167.6789690217 -20.4590520092
217 169.5825973762 -11.3662472523
218 174.8997274994 -18.8964380258
219 165.908388502 -10.4709396058
220 165.1402842889 -10.8754589436
221 165.6243653859 -14.2511828334
222 172.6908949463 -19.9914590076
223 182.6028951698 -27.1366572277
224 166.6346698885 -9.8930968547
225 163.7413639514 -7.6613639514
226 166.8735424966 -10.3448800762
227 162.7513253266 -3.418521514
228 173.8535810144 -13.4253494522
229 160.5457784303 1.463640722
230 170.4764683246 -8.0545933246
231 165.307666498 -3.380704571
232 164.3152451366 0.6188122722
233 164.7879135919 4.0975353245
234 173.6044287627 3.9937236622
235 175.6725364546 4.6188745884
236 160.28436795 20.4907080378
237 164.0030758768 12.0330959393
238 161.9371477751 14.9167848092
239 164.1763259476 12.0568579089
240 165.2203394676 11.2370596356
241 155.0124730461 14.8240797028
242 168.331798389 0.8076674863
243 162.1700372812 5.4595923484
244 152.5768959937 13.103577379
245 156.4910780611 9.9543496675
246 165.11730069 1.7944640159
247 161.8512016969 7.2383724588
248 153.5395285674 12.3462693828
249 151.4768102219 11.9342684953
250 148.5133349626 11.3847727521
251 152.2611485834 5.2134522875
252 153.8628941526 0.3067940272
253 141.8767837689 10.331760764
254 152.7178449297 -0.1925924045
255 144.4407239926 6.0976823247
256 143.6770171983 3.6348107587
257 151.0994814803 -2.3521658038
258 148.44218543 0.2739343988
259 147.4748426424 3.5643032651
260 147.105482656 3.3558374292
261 138.4408509482 11.0283634891
262 143.7277114472 4.297676423
263 154.0841183348 -7.7460901657
264 151.5297955338 -5.1591119538
265 145.8115125029 -0.3697172715
266 154.9925107868 -11.6661655737
267 143.0471953874 -0.2198973373
268 140.1165819181 0.5084180819
269 152.1906605945 -9.2641696098
270 146.6920119053 -2.7169426533
271 152.0755266898 -5.3996264128
272 146.3211985111 -1.1554526547
273 142.3642112705 4.6378562691
274 150.9879024782 -4.8657336381
275 151.0451782261 -4.4059464017
276 149.2469274029 -3.2935666347
277 148.7954282952 -3.1729932746
278 154.1722733317 -10.0004941906
279 138.2528525933 6.5161691458
280 140.3225733576 2.2825826804
281 144.003599998 -1.4273288116
282 143.0350036598 -0.8052739301
283 151.3234483425 -8.3989200406
284 136.5638622148 4.7784196644
285 133.450400368 6.2417013723
286 138.3164642202 1.2821979872
287 139.14848296 -1.3395317242
288 138.4505264676 -5.3175939358
289 139.8897087306 -5.1591698084
290 148.7631983938 -15.6286722175
291 132.0973879519 3.1073676624
292 140.6969857792 -7.9122589853
293 131.4249319333 1.3608762139
294 136.6972100936 -5.54966911
295 150.2441992501 -17.4573140042
296 135.350497698 1.143943113
297 141.6956483712 -4.9463011127
298 143.5695715634 -4.2722390976
299 143.1848238314 -4.9035738314
300 149.2089192013 -9.8603849994
301 137.2430625799 0.580771617
302 145.5507466957 -3.3299590908
303 143.9216895919 -1.4040274211
304 135.5252047077 5.6776103915
305 140.617913548 3.6988169757
306 155.6885887655 -5.4652320328
307 148.3045124265 3.7973984016
308 146.5597008635 9.0664911263
309 146.5409556673 10.493264865
310 146.9916512762 8.7253417749
311 156.8298380494 -2.3531671793
312 157.2628651469 -3.0384010864
313 147.0784094428 7.6670336748
314 155.6760847901 -2.3552827851
315 147.9533759727 3.4216240273
316 141.4557516385 8.1072945537
317 149.7336364739 1.609274207
318 149.6520384743 4.621199205
319 149.4412707191 3.9543679102
320 148.7641098917 6.5219597601
321 140.2488188638 13.7834392007
322 140.0064325906 13.7683198847
323 154.4413337888 -2.924305925
324 143.363409178 5.4276633576
325 136.8516147182 16.861256569
326 146.9297686529 6.3129737807
327 139.9435921023 8.2684917448
328 137.6768563871 7.3077589975
329 147.3879982247 0.400699564
330 144.9517088093 4.1893954852
331 141.9969988949 8.1868246345
332 145.6622051142 4.2765953754
333 140.4182135857 9.1539135537
334 141.2295848061 6.4533420232
335 147.5731689947 -0.6219494825
336 139.2559434232 6.0155635933
337 142.4353584572 -0.3781460409
338 149.8967325784 -5.8845745237
339 133.5199480944 10.1770216026
340 135.5918147618 5.6837568387
341 147.4011950077 -3.4782106515
342 138.3542109065 6.7721428841
343 146.1025809809 0.4481088811
344 140.9659563778 6.7300340471
345 139.2873153806 8.4792123144
346 145.1724457472 0.3091238128
347 147.1946745012 -1.7995467531
348 146.7235245664 -0.4965489276
349 147.3227277646 -1.7658557267
350 146.6133564745 1.2076093676
351 137.955042961 9.7085084408
352 154.3599710267 -5.2064392112
353 144.3299116428 5.0578434592
354 145.5363232142 5.4497556721
355 156.6174065402 -4.8234250587
356 141.4589496413 12.2447540624
357 147.049116325 5.5127719882
358 147.8304527573 2.8017311508
359 146.0667026237 2.8706896796
360 155.8441501452 -4.9820811797
361 142.2097128924 6.6195275416
362 156.6952347404 -7.9466568109
363 148.2037886385 2.4205019404
364 149.5177255343 -0.6765723405
365 147.040608364 3.1563528065
366 154.4758309632 -2.2848197272
367 158.5987765395 -6.2044103423
368 149.1452133197 6.5167585112
369 152.8653136206 3.1077654596
370 143.1005841991 12.4424658854
371 151.5509839413 1.38024492
372 154.2506185427 -0.6569569694
373 143.4780240909 9.4299375127
374 159.5016973689 -6.6895488874
375 152.200557552 -1.0260609077
376 141.3359158896 6.995563532
377 142.173816934 7.9374177712
378 150.8704007346 -2.6769599342
379 147.2777676557 -0.5814878112
380 139.5599655867 7.9773891449
381 140.9862609948 3.5441257456
382 136.4775183765 7.4827684409
383 146.6284004902 -3.716100435
384 147.6614831833 -3.6039928572
385 134.4381552515 7.6642112867
386 150.875284731 -7.4563879532
387 145.9077044142 -3.7795828072
388 140.7397884461 2.785782827
389 146.8251752378 -5.9532406329
390 148.8457925602 -4.9154713843
391 147.6856251713 -2.8786648668
392 149.8852796569 -3.2980640556
393 140.8914246363 6.3007999857
394 139.8492434302 6.366972786
395 161.2829160425 -13.7490407038
396 150.0117990637 -4.5967149617

Lecture11-Pork Suppl Elasticity

Note: All prices are stated in 1982 dollars
Million Pounds $ / cwt $ / bushel Million Pounds
Month and Year Pork Production Last Year's Pork Price Last Year's Corn Price Last Year's Pork Production
Jan-71 7.23 5.37 1.09 7.05
Feb-71 7.05 5.36 1.10 6.92
Mar-71 7.30 5.35 1.08 7.07
Apr-71 7.25 5.33 1.09 7.12
May-71 7.15 5.33 1.12 7.00
Jun-71 7.17 5.32 1.14 6.98
Jul-71 7.05 5.32 1.16 6.98
Aug-71 7.13 5.31 1.18 7.00
Sep-71 7.19 5.27 1.26 7.15
Oct-71 7.17 5.24 1.22 7.25
Nov-71 7.24 5.18 1.18 7.23
Dec-71 7.25 5.14 1.23 7.31
Jan-72 7.07 5.14 1.27 7.23
Feb-72 7.03 5.15 1.28 7.05
Mar-72 7.25 5.16 1.27 7.30
Apr-72 7.10 5.14 1.26 7.25
May-72 7.12 5.12 1.23 7.15
Jun-72 7.06 5.14 1.26 7.17
Jul-72 6.86 5.16 1.21 7.05
Aug-72 7.05 5.16 1.07 7.13
Sep-72 7.03 5.15 1.00 7.19
Oct-72 7.14 5.15 0.89 7.17
Nov-72 7.16 5.16 0.87 7.24
Dec-72 7.03 5.17 0.97 7.25
Jan-73 7.09 5.22 0.98 7.07
Feb-73 6.92 5.28 0.97 7.03
Mar-73 7.07 5.25 0.98 7.25
Apr-73 6.98 5.23 1.00 7.10
May-73 7.10 5.25 1.02 7.12
Jun-73 6.95 5.28 1.00 7.06
Jul-73 6.82 5.31 1.00 6.86
Aug-73 6.90 5.32 1.01 7.05
Sep-73 6.86 5.32 1.06 7.03
Oct-73 7.07 5.33 1.03 7.14
Nov-73 7.08 5.32 1.04 7.16
Dec-73 6.99 5.33 1.21 7.03
Jan-74 7.14 5.39 1.18 7.09
Feb-74 6.93 5.42 1.15 6.92
Mar-74 7.09 5.47 1.15 7.07
Apr-74 7.14 5.46 1.18 6.98
May-74 7.17 5.45 1.30 7.10
Jun-74 7.01 5.46 1.50 6.95
Jul-74 6.96 5.49 1.52 6.82
Aug-74 7.05 5.67 1.78 6.90
Sep-74 7.07 5.63 1.56 6.86
Oct-74 7.14 5.54 1.56 7.07
Nov-74 7.06 5.52 1.56 7.08
Dec-74 7.04 5.52 1.64 6.99
Jan-75 7.05 5.52 1.72 7.14
Feb-75 6.89 5.51 1.77 6.93
Mar-75 6.92 5.45 1.72 7.09
Apr-75 7.02 5.38 1.61 7.14
May-75 6.86 5.32 1.62 7.17
Jun-75 6.82 5.25 1.66 7.01
Jul-75 6.73 5.34 1.77 6.96
Aug-75 6.70 5.38 1.91 7.05
Sep-75 6.82 5.38 1.88 7.07
Oct-75 6.86 5.36 1.91 7.14
Nov-75 6.83 5.37 1.86 7.06
Dec-75 6.92 5.38 1.84 7.04
Jan-76 6.89 5.39 1.77 7.05
Feb-76 6.76 5.38 1.70 6.89
Mar-76 7.01 5.37 1.62 6.92
Apr-76 6.93 5.39 1.62 7.02
May-76 6.81 5.44 1.61 6.86
Jun-76 6.82 5.49 1.61 6.82
Jul-76 6.76 5.58 1.61 6.73
Aug-76 6.95 5.62 1.69 6.70
Sep-76 7.01 5.64 1.62 6.82
Oct-76 7.10 5.66 1.56 6.86
Nov-76 7.16 5.63 1.44 6.83
Dec-76 7.06 5.58 1.45 6.92
Jan-77 6.93 5.56 1.48 6.89
Feb-77 6.92 5.53 1.49 6.76
Mar-77 7.14 5.51 1.50 7.01
Apr-77 7.02 5.49 1.48 6.93
May-77 6.95 5.50 1.53 6.81
Jun-77 6.93 5.51 1.57 6.82
Jul-77 6.77 5.51 1.60 6.76
Aug-77 6.98 5.48 1.53 6.95
Sep-77 7.03 5.44 1.51 7.01
Oct-77 7.05 5.37 1.39 7.10
Nov-77 7.12 5.31 1.25 7.16
Dec-77 7.01 5.30 1.35 7.06
Jan-78 6.96 5.32 1.39 6.93
Feb-78 6.92 5.32 1.38 6.92
Mar-78 7.07 5.31 1.37 7.14
Apr-78 7.00 5.29 1.35 7.02
May-78 7.03 5.30 1.32 6.95
Jun-78 6.95 5.33 1.25 6.93
Jul-78 6.87 5.38 1.13 6.77
Aug-78 7.00 5.36 0.98 6.98
Sep-78 7.00 5.36 0.96 7.03
Oct-78 7.07 5.33 1.00 7.05
Nov-78 7.12 5.33 1.11 7.12
Dec-78 7.03 5.35 1.15 7.01
Jan-79 7.04 5.37 1.16 6.96
Feb-79 6.91 5.39 1.17 6.92
Mar-79 7.13 5.39 1.22 7.07
Apr-79 7.12 5.40 1.25 7.00
May-79 7.18 5.39 1.27 7.03
Jun-79 7.10 5.40 1.25 6.95
Jul-79 7.11 5.39 1.19 6.87
Aug-79 7.21 5.39 1.11 7.00
Sep-79 7.09 5.39 1.09 7.00
Oct-79 7.35 5.41 1.08 7.07
Nov-79 7.29 5.41 1.10 7.12
Dec-79 7.19 5.40 1.13 7.03
Jan-80 7.28 5.42 1.13 7.04
Feb-80 7.16 5.43 1.15 6.91
Mar-80 7.24 5.42 1.16 7.13
Apr-80 7.32 5.36 1.17 7.12
May-80 7.29 5.34 1.19 7.18
Jun-80 7.18 5.30 1.24 7.10
Jul-80 7.12 5.27 1.28 7.11
Aug-80 7.08 5.22 1.24 7.21
Sep-80 7.20 5.20 1.21 7.09
Oct-80 7.30 5.19 1.16 7.35
Nov-80 7.20 5.16 1.10 7.29
Dec-80 7.26 5.18 1.13 7.19
Jan-81 7.26 5.16 1.15 7.28
Feb-81 7.12 5.13 1.11 7.16
Mar-81 7.26 5.11 1.10 7.24
Apr-81 7.26 5.06 1.07 7.32
May-81 7.13 5.02 1.08 7.29
Jun-81 7.09 5.01 1.10 7.18
Jul-81 7.06 5.10 1.19 7.12
Aug-81 7.05 5.16 1.25 7.08
Sep-81 7.16 5.19 1.28 7.20
Oct-81 7.24 5.20 1.26 7.30
Nov-81 7.18 5.21 1.29 7.20
Dec-81 7.28 5.18 1.31 7.26
Jan-82 7.11 5.16 1.30 7.26
Feb-82 7.02 5.13 1.30 7.12
Mar-82 7.21 5.11 1.30 7.26
Apr-82 7.13 5.08 1.29 7.26
May-82 7.03 5.08 1.28 7.13
Jun-82 7.06 5.09 1.25 7.09
Jul-82 6.95 5.13 1.23 7.06
Aug-82 6.99 5.14 1.13 7.05
Sep-82 7.01 5.14 1.01 7.16
Oct-82 7.07 5.15 0.96 7.24
Nov-82 7.14 5.13 0.92 7.18
Dec-82 7.09 5.12 0.93 7.28
Jan-83 7.06 5.12 0.99 7.11
Feb-83 6.93 5.14 0.95 7.02
Mar-83 7.17 5.14 0.96 7.21
Apr-83 7.14 5.15 0.99 7.13
May-83 7.13 5.18 1.00 7.03
Jun-83 7.14 5.20 0.97 7.06
Jul-83 7.03 5.22 0.94 6.95
Aug-83 7.13 5.24 0.86 6.99
Sep-83 7.15 5.27 0.79 7.01
Oct-83 7.24 5.27 0.70 7.07
Nov-83 7.29 5.25 0.78 7.14
Dec-83 7.21 5.24 0.84 7.09
Jan-84 7.12 5.24 0.88 7.06
Feb-84 7.06 5.23 0.96 6.93
Mar-84 7.20 5.22 1.02 7.17
Apr-84 7.12 5.17 1.10 7.14
May-84 7.16 5.15 1.12 7.13
Jun-84 7.05 5.13 1.12 7.14
Jul-84 6.95 5.12 1.14 7.03
Aug-84 7.07 5.11 1.21 7.13
Sep-84 7.04 5.09 1.19 7.15
Oct-84 7.25 5.08 1.14 7.24
Nov-84 7.19 5.06 1.14 7.29
Dec-84 7.11 5.05 1.13 7.21
Jan-85 7.16 5.07 1.13 7.12
Feb-85 7.01 5.07 1.11 7.06
Mar-85 7.12 5.05 1.14 7.20
Apr-85 7.16 5.04 1.17 7.12
May-85 7.19 5.03 1.17 7.16
Jun-85 7.03 5.04 1.18 7.05
Jul-85 7.04 5.05 1.15 6.95
Aug-85 7.10 5.07 1.09 7.07
Sep-85 7.09 5.05 1.02 7.04
Oct-85 7.21 5.05 0.92 7.25
Nov-85 7.12 5.04 0.88 7.19
Dec-85 7.10 5.05 0.89 7.11
Jan-86 7.14 5.06 0.92 7.16
Feb-86 7.01 5.05 0.90 7.01
Mar-86 7.09 5.04 0.92 7.12
Apr-86 7.16 5.00 0.93 7.16
May-86 7.10 5.00 0.92 7.19
Jun-86 6.97 4.99 0.90 7.03
Jul-86 6.97 5.01 0.88 7.04
Aug-86 6.94 5.01 0.82 7.10
Sep-86 7.04 4.99 0.75 7.09
Oct-86 7.16 4.99 0.66 7.21
Nov-86 7.02 5.00 0.71 7.12
Dec-86 7.11 5.03 0.74 7.10
Jan-87 7.13 5.04 0.75 7.14
Feb-87 6.98 5.04 0.75 7.01
Mar-87 7.11 5.03 0.74 7.09
Apr-87 7.06 5.01 0.75 7.16
May-87 6.98 5.00 0.79 7.10
Jun-87 6.99 5.02 0.75 6.97
Jul-87 6.99 5.12 0.60 6.97
Aug-87 6.98 5.16 0.46 6.94
Sep-87 7.11 5.17 0.27 7.04
Oct-87 7.21 5.17 0.24 7.16
Nov-87 7.18 5.16 0.29 7.02
Dec-87 7.24 5.15 0.31 7.11
Jan-88 7.13 5.13 0.29 7.13
Feb-88 7.08 5.11 0.24 6.98
Mar-88 7.22 5.09 0.27 7.11
Apr-88 7.14 5.07 0.30 7.06
May-88 7.12 5.09 0.38 6.98
Jun-88 7.12 5.11 0.40 6.99
Jul-88 7.03 5.14 0.34 6.99
Aug-88 7.16 5.14 0.25 6.98
Sep-88 7.22 5.14 0.26 7.11
Oct-88 7.27 5.13 0.30 7.21
Nov-88 7.29 5.10 0.33 7.18
Dec-88 7.26 5.08 0.40 7.24
Jan-89 7.18 5.08 0.43 7.13
Feb-89 7.09 5.06 0.46 7.08
Mar-89 7.22 5.06 0.47 7.22
Apr-89 7.19 5.05 0.47 7.14
May-89 7.20 5.05 0.50 7.12
Jun-89 7.14 5.07 0.71 7.12
Jul-89 7.01 5.06 0.83 7.03
Aug-89 7.20 5.05 0.80 7.16
Sep-89 7.21 5.04 0.77 7.22
Oct-89 7.26 5.02 0.76 7.27
Nov-89 7.28 5.00 0.74 7.29
Dec-89 7.16 4.99 0.74 7.26
Jan-90 7.22 5.06 0.76 7.18
Feb-90 7.10 5.05 0.76 7.09
Mar-90 7.19 5.05 0.75 7.22
Apr-90 7.13 5.04 0.73 7.19
May-90 7.14 5.02 0.73 7.20
Jun-90 7.04 5.03 0.71 7.14
Jul-90 7.01 5.05 0.69 7.01
Aug-90 7.18 5.05 0.60 7.20
Sep-90 7.11 5.05 0.61 7.21
Oct-90 7.24 5.05 0.57 7.26
Nov-90 7.22 5.07 0.58 7.28
Dec-90 7.20 5.08 0.59 7.16
Jan-91 7.24 5.09 0.60 7.22
Feb-91 7.09 5.09 0.59 7.10
Mar-91 7.17 5.09 0.61 7.19
Apr-91 7.22 5.11 0.67 7.13
May-91 7.16 5.13 0.71 7.14
Jun-91 7.04 5.18 0.71 7.04
Jul-91 7.10 5.19 0.70 7.01
Aug-91 7.17 5.20 0.65 7.18
Sep-91 7.18 5.17 0.56 7.11
Oct-91 7.34 5.18 0.49 7.24
Nov-91 7.28 5.17 0.48 7.22
Dec-91 7.28 5.17 0.51 7.20
Jan-92 7.33 5.13 0.52 7.24
Feb-92 7.19 5.13 0.54 7.09
Mar-92 7.29 5.12 0.57 7.17
Apr-92 7.25 5.11 0.58 7.22
May-92 7.16 5.11 0.56 7.16
Jun-92 7.19 5.12 0.53 7.04
Jul-92 7.23 5.13 0.51 7.10
Aug-92 7.23 5.11 0.53 7.17
Sep-92 7.32 5.10 0.53 7.18
Oct-92 7.37 5.07 0.52 7.34
Nov-92 7.28 5.06 0.51 7.28
Dec-92 7.33 5.04 0.52 7.28
Jan-93 7.27 5.03 0.55 7.33
Feb-93 7.16 5.03 0.57 7.19
Mar-93 7.30 5.01 0.58 7.29
Apr-93 7.29 4.99 0.58 7.25
May-93 7.18 5.00 0.58 7.16
Jun-93 7.23 5.00 0.57 7.19
Jul-93 7.18 5.02 0.51 7.23
Aug-93 7.24 5.01 0.42 7.23
Sep-93 7.27 5.01 0.42 7.32
Oct-93 7.29 5.00 0.37 7.37
Nov-93 7.32 4.99 0.33 7.28
Dec-93 7.35 4.99 0.33 7.33
Jan-94 7.23 4.98 0.35 7.27
Feb-94 7.15 4.97 0.33 7.16
Mar-94 7.33 4.96 0.38 7.30
Apr-94 7.27 4.95 0.41 7.29
May-94 7.24 4.96 0.39 7.18
Jun-94 7.25 4.97 0.37 7.23
Jul-94 7.17 4.99 0.43 7.18
Aug-94 7.31 4.98 0.44 7.24
Sep-94 7.34 4.99 0.42 7.27
Oct-94 7.40 4.98 0.45 7.29
Nov-94 7.40 4.99 0.52 7.32
Dec-94 7.40 4.98 0.61 7.35
Jan-95 7.31 4.98 0.61 7.23
Feb-95 7.21 4.97 0.64 7.15
Mar-95 7.40 4.98 0.62 7.33
Apr-95 7.25 4.96 0.59 7.27
May-95 7.33 4.96 0.57 7.24
Jun-95 7.29 4.96 0.57 7.25
Jul-95 7.17 4.96 0.43 7.17
Aug-95 7.32 4.95 0.37 7.31
Sep-95 7.27 4.94 0.38 7.34
Oct-95 7.36 4.94 0.32 7.40
Nov-95 7.38 4.93 0.28 7.40
Dec-95 7.32 4.89 0.35 7.40
Jan-96 7.35 4.90 0.38 7.31
Feb-96 7.26 4.89 0.39 7.21
Mar-96 7.26 4.91 0.42 7.40
Apr-96 7.30 4.89 0.44 7.25
May-96 7.25 4.89 0.46 7.33
Jun-96 7.10 4.88 0.50 7.29
Jul-96 7.20 4.89 0.54 7.17
Aug-96 7.24 4.92 0.54 7.32
Sep-96 7.25 4.92 0.56 7.27
Oct-96 7.37 4.94 0.60 7.36
Nov-96 7.26 4.93 0.63 7.38
Dec-96 7.26 4.94 0.69 7.32
Jan-97 7.29 4.93 0.69 7.35
Feb-97 7.18 4.96 0.78 7.26
Mar-97 7.26 4.96 0.81 7.26
Apr-97 7.28 4.95 0.90 7.30
May-97 7.19 4.97 0.97 7.25
Jun-97 7.18 5.01 0.99 7.10
Jul-97 7.21 5.02 1.04 7.20
Aug-97 7.21 5.05 1.01 7.24
Sep-97 7.31 5.06 0.81 7.25
Oct-97 7.41 5.05 0.60 7.37
Nov-97 7.30 5.04 0.52 7.26
Dec-97 7.40 5.04 0.51 7.26
Jan-98 7.40 5.04 0.53 7.29
Feb-98 7.28 5.03 0.51 7.18
Mar-98 7.38 5.02 0.56 7.26
Apr-98 7.36 5.01 0.56 7.28
May-98 7.26 5.02 0.52 7.19
Jun-98 7.28 5.04 0.47 7.18
Jul-98 7.33 5.03 0.41 7.21
Aug-98 7.32 5.05 0.44 7.21
Sep-98 7.37 5.04 0.45 7.31
Oct-98 7.47 5.04 0.45 7.41
Nov-98 7.43 5.02 0.44 7.30
Dec-98 7.49 5.00 0.45 7.40
Jan-99 7.40 5.04 0.46 7.40
Feb-99 7.31 5.03 0.45 7.28
Mar-99 7.46 5.00 0.45 7.38
Apr-99 7.40 4.98 0.39 7.36
May-99 7.26 5.00 0.36 7.26
Jun-99 7.37 5.00 0.34 7.28
Jul-99 7.31 5.01 0.29 7.33
Aug-99 7.36 5.01 0.15 7.32
Sep-99 7.39 5.01 0.12 7.37
Oct-99 7.44 5.00 0.15 7.47
Nov-99 7.44 4.99 0.16 7.43
Dec-99 7.44 4.98 0.20 7.49
Jan-00 7.36 4.96 0.23 7.40
Feb-00 7.35 4.97 0.22 7.31
Mar-00 7.44 4.97 0.22 7.46
Apr-00 7.24 4.95 0.20 7.40
May-00 7.34 4.97 0.18 7.26
Jun-00 7.34 4.98 0.17 7.37
Jul-00 7.25 4.99 0.04 7.31
Aug-00 7.40 5.00 0.05 7.36
Sep-00 7.35 5.00 0.04 7.39
Oct-00 7.45 4.98 0.00 7.44
Nov-00 7.45 4.98 0.01 7.44
Dec-00 7.36 4.99 0.08 7.44
Jan-01 7.43 4.98 0.12 7.36
Feb-01 7.30 5.00 0.15 7.35
Mar-01 7.39 4.99 0.17 7.44
Apr-01 7.33 5.00 0.17 7.24
May-01 7.35 5.01 0.21 7.34
Jun-01 7.28 5.02 0.10 7.34
Jul-01 7.27 5.02 -0.05 7.25
Aug-01 7.38 5.04 -0.13 7.40
Sep-01 7.32 5.03 -0.08 7.35
Oct-01 7.52 5.01 0.00 7.45
Nov-01 7.46 5.00 0.07 7.45
Dec-01 7.42 5.02 0.12 7.36
Jan-02 7.45 5.00 0.12 7.43
Feb-02 7.30 5.00 0.11 7.30
Mar-02 7.37 5.01 0.11 7.39
Apr-02 7.42 5.00 0.07 7.33
May-02 7.41 5.01 0.02 7.35
Jun-02 7.30 5.03 -0.01 7.28
Jul-02 7.35 5.03 0.05 7.27
Aug-02 7.40 5.05 0.07 7.38
Sep-02 7.40 5.05 0.07 7.32
Oct-02 7.51 5.05 0.03 7.52
Nov-02 7.44 5.03 0.04 7.46
Dec-02 7.45 5.03 0.11 7.42
Jan-03 7.47 5.03 0.11 7.45
Feb-03 7.33 5.03 0.08 7.30
Mar-03 7.39 5.02 0.08 7.37
Apr-03 7.41 5.00 0.06 7.42
May-03 7.35 5.01 0.07 7.41
Jun-03 7.33 5.00 0.09 7.30
Jul-03 7.37 4.99 0.17 7.35
Aug-03 7.35 4.99 0.28 7.40
Sep-03 7.42 4.97 0.31 7.40
Oct-03 7.56 4.97 0.26 7.51
Nov-03 7.45 4.96 0.23 7.44
Dec-03 7.53 4.97 0.25 7.45

Lecture11- Supply Elasticity Rg

SUMMARY OUTPUT
Regression Statistics
Multiple R 0.8822954016
R Square 0.7784451757
Adjusted R Square 0.776749603
Standard Error 0.0757243132
Observations 396
ANOVA
df SS MS F Significance F
Regression 3 7.8977534722 2.6325844907 459.1045877633 7.23864688475931E-128
Residual 392 2.2477952691 0.0057341716
Total 395 10.1455487413
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Intercept 0.3796411906 0.4098816567 0.9262214702 0.3549007699 -0.4262001263 1.1854825076 -0.4262001263 1.1854825076
Last Year's Pork Price 0.32365816 0.0389237367 8.315187279 0 0.2471327661 0.4001835539 0.2471327661 0.4001835539
Last Year's Corn Price -0.1819838293 0.0130586998 -13.9358306572 3.87912775129367E-36 -0.2076576786 -0.1563099801 -0.2076576786 -0.1563099801
Last Year's Pork Production 0.7366423116 0.0382509318 19.2581533811 1.21204015322528E-58 0.661439675 0.8118449481 0.661439675 0.8118449481
RESIDUAL OUTPUT
Observation Predicted Pork Production Residuals
1 7.1173464544 0.1103160444
2 7.0136360986 0.0364864217
3 7.1196658073 0.1801315595
4 7.1518757844 0.0980497523
5 7.060317126 0.0903843316
6 7.0394788079 0.1337129346
7 7.037412411 0.0083641658
8 7.0442550876 0.0826357213
9 7.1192608512 0.0744249672
10 7.1893632658 -0.0207833685
11 7.1684600036 0.0714725877
12 7.2066383249 0.0390167427
13 7.1357561271 -0.0650320198
14 7.0080719917 0.0201294403
15 7.1939786901 0.0538138916
16 7.1538050974 -0.0537779308
17 7.0815397738 0.0429384887
18 7.0972041648 -0.0333002033
19 7.0204530591 -0.157695146
20 7.1050698351 -0.0592932582
21 7.1641958369 -0.1315715759
22 7.1657211189 -0.0276480848
23 7.2235335316 -0.066577167
24 7.2150340754 -0.1859465113
25 7.0993485643 -0.0134471
26 7.0880116755 -0.1643830474
27 7.2400655361 -0.1718935357
28 7.1210163865 -0.1418711115
29 7.1404547198 -0.0453903425
30 7.1091793304 -0.1545404655
31 6.9727151845 -0.1505177939
32 7.1071251088 -0.2033778512
33 7.0886097633 -0.2268984228
34 7.1735129258 -0.1002432084
35 7.1844477765 -0.1002213544
36 7.0641031403 -0.0720067129
37 7.1294752537 0.0070079549
38 7.024468664 -0.0929968584
39 7.1461420634 -0.0560652276
40 7.0721109205 0.0699256542
41 7.1327258417 0.0396987354
42 6.9951101923 0.010678827
43 6.9040577511 0.0591322348
44 6.9762946081 0.0703526697
45 6.9719956692 0.0970277574
46 7.1003049987 0.0409401237
47 7.1018527401 -0.0439548027
48 7.0174519156 0.0239597482
49 7.1107643573 -0.0623779485
50 6.947752261 -0.0612206185
51 7.0531073181 -0.1334234682
52 7.0888015681 -0.0677176038
53 7.0895517556 -0.2267938426
54 6.9377447562 -0.1177283916
55 6.9155556873 -0.1905220452
56 6.9639142015 -0.2681152844
57 6.9860938551 -0.1693579745
58 7.0268434758 -0.1640855627
59 6.9787045746 -0.1478303399
60 6.9719940896 -0.0503359055
61 6.9946343473 -0.0999643079
62 6.8869338088 -0.1276785381
63 6.9199166325 0.0912973548
64 6.9993393296 -0.0688445636
65 6.9028603217 -0.0960309613
66 6.8881683157 -0.0637946457
67 6.8452041586 -0.0824746516
68 6.8227768279 0.1241991642
69 6.9308902652 0.0803237222
70 6.9836725019 0.1212929464
71 6.9707435817 0.1869919025
72 7.0202258139 0.0419658184
73 6.9876744226 -0.056202617
74 6.8785529528 0.0421185515
75 7.0557292305 0.0807539781
76 6.9937487054 0.0264420029
77 6.8955882423 0.0552265261
78 6.9031013381 0.0264154327
79 6.8556117155 -0.0882685902
80 6.9916868013 -0.0125415263
81 7.0300027297 -0.000029818
82 7.0986291238 -0.0502427151
83 7.1436987677 -0.0200259825
84 7.0531874126 -0.0428755452
85 6.9550600197 0.0024373511
86 6.9496957601 -0.0290242558
87 7.1066724962 -0.0342505957
88 7.0172739647 -0.0205924765
89 6.9756548636 0.0498834511
90 6.9824714266 -0.0287872158
91 6.9002590048 -0.0291677102
92 7.0773413881 -0.0733672514
93 7.1189420909 -0.1204324487
94 7.114448211 -0.0445740826
95 7.1491912892 -0.0295556512
96 7.0644991633 -0.0354115992
97 7.0300163929 0.0140165044
98 7.0092790648 -0.1015237859
99 7.1122936415 0.0178048687
100 7.053457082 0.066178556
101 7.0689152389 0.1065744748
102 7.0215980695 0.0776036741
103 6.9695136778 0.1370924599
104 7.0812096152 0.1273907227
105 7.0804001872 0.0130044387
106 7.1411803361 0.2054748271
107 7.1748026956 0.1182149842
108 7.1014875191 0.0884346516
109 7.1173744235 0.161944412
110 7.0154278039 0.1454181028
111 7.174066069 0.061553072
112 7.1476417701 0.1761887961
113 7.1776676817 0.1160300389
114 7.0987868773 0.0805210922
115 7.0872986892 0.0290954549
116 7.1529874717 -0.072119575
117 7.0680488779 0.128637693
118 7.2577498737 0.0454201776
119 7.2227158183 -0.0230374726
120 7.1465595519 0.117470591
121 7.2027368964 0.0528543779
122 7.1129249599 0.0059012891
123 7.1653506125 0.0965764802
124 7.2181689761 0.0437581166
125 7.1791952274 -0.0451015062
126 7.0902794699 0.0006303521
127 7.0565191515 0.001378786
128 7.0389033757 0.0146823514
129 7.1284310371 0.0316381705
130 7.2133319213 0.0244462706
131 7.1345747501 0.0500544026
132 7.1702326799 0.1056319207
133 7.1579950358 -0.0440389263
134 7.0473952106 -0.0316827901
135 7.145323832 0.0625360394
136 7.1370848146 -0.002193963
137 7.0467604032 -0.0212220886
138 7.0214427459 0.0433162819
139 7.0151245616 -0.0681485695
140 7.0338499242 -0.0417534967
141 7.1352827274 -0.1213672526
142 7.2013242319 -0.1297508677
143 7.1656079554 -0.0291247468
144 7.2268745338 -0.1343008178
145 7.0977178268 -0.0424049835
146 7.0372816471 -0.1087438289
147 7.1788966144 -0.0064720373
148 7.1211997963 0.0192532468
149 7.0486218608 0.0766612307
150 7.0887453604 0.0548722423
151 7.0166291824 0.0168773019
152 7.0690116499 0.0618871804
153 7.1088449673 0.0402866312
154 7.1668937835 0.0687253576
155 7.1950278993 0.0966283099
156 7.1463653365 0.0614945349
157 7.1133830155 0.0054432336
158 7.0020588843 0.0584174817
159 7.1667300138 0.0322012269
160 7.1143117157 0.0028937875
161 7.0921542642 0.0632420377
162 7.0991000663 -0.046379017
163 7.0090161565 -0.0610790879
164 7.0662197976 0.002803629
165 7.077047537 -0.0391415735
166 7.1467268831 0.1053270688
167 7.1799254184 0.0099967524
168 7.1173721334 -0.0107659957
169 7.059235963 0.0961603389
170 7.0192790033 -0.0116783894
171 7.1082050478 0.0081890963
172 7.0419931064 0.1196288965
173 7.0661817746 0.1260002841
174 6.9916920352 0.0338462794
175 6.9218597028 0.1230454143
176 7.0284111561 0.0699644824
177 7.0132110671 0.0735268674
178 7.1875563332 0.0262119749
179 7.1458119435 -0.0221391583
180 7.0859104367 0.0165889191
181 7.1208940071 0.0227235956
182 7.0119546674 -0.0034494853
183 7.0863589115 0.0020498672
184 7.1061884981 0.0577581862
185 7.1283028913 -0.0291011478
186 7.0062514813 -0.0355214031
187 7.0307300943 -0.061879716
188 7.0816146503 -0.1375274421
189 7.0801693664 -0.0440208726
190 7.1885257385 -0.0300117411
191 7.1181592356 -0.0997574365
192 7.1037711105 0.0036543636
193 7.1353445195 -0.0092572462
194 7.0356426674 -0.06022874
195 7.0926773872 0.0188347293
196 7.1406845393 -0.0759255116
197 7.0858140201 -0.1094659497
198 7.0040766962 -0.0138201957
199 7.0609914807 -0.0744250213
200 7.0808371099 -0.1007611693
201 7.1870388893 -0.0747114446
202 7.2842674321 -0.0697630179
203 7.1680371801 0.0112707894
204 7.2277870255 0.0092720007
205 7.2376223805 -0.1115351072
206 7.1293222343 -0.0526684189
207 7.2150601736 0.0016493131
208 7.1694635068 -0.0282183845
209 7.0963697078 0.0192124184
210 7.1096549971 0.007550506
211 7.1267112789 -0.0940870179
212 7.1409243391 0.0152522984
213 7.2362986977 -0.021058719
214 7.2998772332 -0.0253976744
215 7.2581401927 0.0301042083
216 7.282436989 -0.0205098963
217 7.1945843034 -0.0190945898
218 7.1478702936 -0.0536354477
219 7.2478260609 -0.0230726552
220 7.1888546033 -0.0019535829
221 7.1649861456 0.0361847377
222 7.1335938795 0.0100237232
223 7.0478053346 -0.0374934673
224 7.13966921 0.0555181102
225 7.1846464149 0.0224724413
226 7.2233891817 0.0357269464
227 7.231936315 0.0446200877
228 7.2097773836 -0.048931477
229 7.1653561256 0.0520873061
230 7.1023923223 -0.0015404134
231 7.1977050523 -0.0055229936
232 7.1713784868 -0.0420809379
233 7.1753815098 -0.0388983012
234 7.1405313341 -0.0999949439
235 7.0522311318 -0.0464421125
236 7.2067211967 -0.0289387805
237 7.2131284096 -0.0999863009
238 7.2588818943 -0.0203850534
239 7.2762780102 -0.0515246044
240 7.191126085 0.0107902325
241 7.2346802672 0.0066860161
242 7.1496859111 -0.0562812852
243 7.2130879579 -0.0429684145
244 7.1625580167 0.053416986
245 7.1681313439 -0.004958953
246 7.1140238029 -0.0752402615
247 7.0946912236 0.0012019975
248 7.2317285575 -0.0623785408
249 7.1913538676 -0.0090017557
250 7.2967835465 0.0388504355
251 7.288440183 -0.0049919543
252 7.2670427644 0.008129555
253 7.2807572267 0.0489924623
254 7.1667364946 0.0254455641
255 7.2152059388 0.0757688394
256 7.2431988495 0.010978997
257 7.2093638697 -0.0492946621
258 7.1246081103 0.0698287408
259 7.1743194529 0.0518895572
260 7.2180255797 0.009636919
261 7.2235362878 0.0969906745
262 7.3312503216 0.0389803202
263 7.2899764858 -0.0072153062
264 7.2739959117 0.0550978246
265 7.3049332859 -0.0360131577
266 7.200431939 -0.0388099361
267 7.2676739586 0.0321234081
268 7.2345486282 0.0550618932
269 7.1678912506 0.0091275153
270 7.1952578197 0.0324046791
271 7.2346868996 -0.0561414159
272 7.2496659618 -0.0133266191
273 7.3156040907 -0.0432056981
274 7.3592311225 -0.0648538232
275 7.2976659577 0.021536501
276 7.3326619321 0.0159255988
277 7.2817105865 -0.054774568
278 7.2012745325 -0.0505730749
279 7.2936871752 0.0393358392
280 7.2765332233 -0.0097058758
281 7.2007929989 0.0405732844
282 7.2450198096 0.0070341423
283 7.2038719283 -0.0383784533
284 7.2411563588 0.0673864387
285 7.2754285411 0.0634595928
286 7.2847521948 0.1121964078
287 7.2912206552 0.1106209235
288 7.2957006842 0.1079696058
289 7.2038175831 0.109402804
290 7.1390737082 0.0717447452
291 7.2786276307 0.1201586447
292 7.2313158968 0.0157646878
293 7.2160845198 0.1136651693
294 7.2230871335 0.0658405611
295 7.1851946381 -0.0158446214
296 7.2983378719 0.0175456326
297 7.3148683003 -0.0438597621
298 7.3686799037 -0.0073044747
299 7.3746427405 0.0081037093
300 7.3524445078 -0.0345683092
301 7.2853485933 0.0613065699
302 7.2034891855 0.0528080542
303 7.3419256872 -0.0821060769
304 7.2202407041 0.0829293471
305 7.276931089 -0.0234607063
306 7.2365550313 -0.141490654
307 7.1439908605 0.0564340325
308 7.2613233687 -0.0206736744
309 7.2251220872 0.0248034495
310 7.291615728 0.0805023003
311 7.2997257977 -0.0349956198
312 7.2420501427 0.0226800353
313 7.2595712545 0.0273051573
314 7.1879768662 -0.0109581003
315 7.1847766179 0.0750429925
316 7.197584744 0.0789716587
317 7.1551666824 0.0392701687
318 7.0489586158 0.1303493537
319 7.1212394952 0.0895789583
320 7.1640522694 0.0452879872
321 7.2087463829 0.097785016
322 7.3351830712 0.0745588829
323 7.2682940539 0.0267623626
324 7.2698293115 0.1332317796
325 7.2837024022 0.1150838732
326 7.2030805202 0.081054286
327 7.2510279222 0.1242278559
328 7.2590356325 0.0972442441
329 7.2095517844 0.0481558927
330 7.2138556083 0.0613167111
331 7.2456827767 0.0866864292
332 7.242979368 0.0735688092
333 7.310952642 0.0611653863
334 7.3854527697 0.0859103185
335 7.2982329248 0.1301002694
336 7.3709686585 0.1240175755
337 7.3758247508 0.0192827957
338 7.2914260007 0.0224608309
339 7.3480830915 0.1118316747
340 7.3375910747 0.0581305339
341 7.2768783679 -0.0205811282
342 7.2976424202 0.0700661522
343 7.349583402 -0.0437233693
344 7.3644340859 -0.0087929829
345 7.4096785439 -0.0207324463
346 7.472322142 -0.0351157751
347 7.4371212424 0.0053714804
348 7.4759052707 -0.034584881
349 7.3901530591 -0.0300490862
350 7.3358531133 0.0153051132
351 7.4423810621 -0.0016473547
352 7.392687513 -0.1498895902
353 7.3005065992 0.040328955
354 7.3871100581 -0.048871908
355 7.3678505178 -0.1172150059
356 7.4064341924 -0.0021550744
357 7.4319917759 -0.083404245
358 7.4691722014 -0.0208383405
359 7.4719084962 -0.025323397
360 7.4604785731 -0.0959315588
361 7.390920596 0.0433367861
362 7.3838511026 -0.0800078773
363 7.4464471634 -0.0525688733
364 7.3039950225 0.0309868564
365 7.3698998307 -0.0206690061
366 7.3905062763 -0.1056853637
367 7.3558590497 -0.0869389215
368 7.4869141833 -0.1091552751
369 7.4339530396 -0.1121033258
370 7.4894932731 0.0269400298
371 7.472510687 -0.0149013973
372 7.4056728996 0.0137076833
373 7.452859056 -0.0045251951
374 7.3591886428 -0.058040837
375 7.4299816769 -0.0641688397
376 7.3900815304 0.0316942632
377 7.4112020571 -0.0050986759
378 7.3744312394 -0.0753097767
379 7.3516056159 -0.001089444
380 7.435750962 -0.0351303846
381 7.3950751721 0.0061560923
382 7.5437015188 -0.0310839741
383 7.4935945111 -0.0499308279
384 7.4537543003 -0.0065859407
385 7.4749672776 -0.0064540061
386 7.3707919503 -0.0423545974
387 7.4150198369 -0.0229882694
388 7.4539509173 -0.0399806271
389 7.4443705728 -0.0977154096
390 7.3577695799 -0.0240931842
391 7.3783340027 -0.0131538766
392 7.3975023786 -0.0457025096
393 7.3848346566 0.0345459263
394 7.4757480507 0.0801570429
395 7.4273160872 0.0216000153
396 7.4289140257 0.1042447818

Lecture11-Pork Demand Flex

Note: All prices are stated in 1982 dollars
$ / cwt million lbs $ / cwt $ / cwt billion dollars
Month and Year Price of Pork Pork Supplied Beef Price Poultry Price Disposable Income First Quarter Second Quarter Third Quarter Pork Supplied Last Year
Jan-71 5.1393393083 7.2276624987 5.5144008785 4.612679608 7.5731335118 1.00 0.00 0.00 7.0544496581
Feb-71 5.1514500401 7.0501225203 5.5525515049 4.5976229804 7.5737192794 1.00 0.00 0.00 6.9206715042
Mar-71 5.1561775994 7.2997973668 5.560681631 4.6249728133 7.5789124417 1.00 0.00 0.00 7.0656133636
Apr-71 5.1362384165 7.2499255367 5.5753443711 4.6224759331 7.5821491568 0.00 1.00 0.00 7.1228666586
May-71 5.123904897 7.1507014576 5.5797766436 4.6150468095 7.5847680341 0.00 1.00 0.00 7.0048819897
Jun-71 5.1369568502 7.1731917425 5.5798227671 4.6461892054 7.602748046 0.00 1.00 0.00 6.9837899653
Jul-71 5.1602125271 7.0457765769 5.5699000201 4.6460904558 7.5877948155 0.00 0.00 1.00 6.9847163201
Aug-71 5.1605754414 7.1268908089 5.5758376887 4.6389083256 7.593892654 0.00 0.00 1.00 7.0048819897
Sep-71 5.1521008144 7.1936858184 5.5786193317 4.6389083256 7.5974651863 0.00 0.00 1.00 7.145196135
Oct-71 5.1538991236 7.1685798973 5.5687363716 4.6100482444 7.5990670353 0.00 0.00 0.00 7.2463680801
Nov-71 5.1553105565 7.2399325913 5.5807902959 4.5903915919 7.6043195974 0.00 0.00 0.00 7.2327331362
Dec-71 5.1713683639 7.2456550676 5.5968888388 4.5805383988 7.6107082399 0.00 0.00 0.00 7.3132203871
Jan-72 5.2172603571 7.0707241073 5.6253605129 4.5929301311 7.6102262542 1.00 0.00 0.00 7.2276624987
Feb-72 5.2762846515 7.0282014321 5.6583764085 4.6124078533 7.6150870945 1.00 0.00 0.00 7.0501225203
Mar-72 5.250070533 7.2477925818 5.6568022657 4.6171751321 7.6170753188 1.00 0.00 0.00 7.2997973668
Apr-72 5.2323320161 7.1000271666 5.620924563 4.5906068218 7.6201143147 0.00 1.00 0.00 7.2499255367
May-72 5.2452512466 7.1244782625 5.6141452756 4.5783719928 7.6271183017 0.00 1.00 0.00 7.1507014576
Jun-72 5.2752720774 7.0639039615 5.6308421167 4.5784371238 7.6157792588 0.00 1.00 0.00 7.1731917425
Jul-72 5.3137113946 6.8627579131 5.6590413812 4.6099320997 7.6320356642 0.00 0.00 1.00 7.0457765769
Aug-72 5.3160169436 7.0457765769 5.6440998693 4.5907814485 7.6424099334 0.00 0.00 1.00 7.1268908089
Sep-72 5.3206318567 7.032624261 5.6178501956 4.6146265212 7.6483343892 0.00 0.00 1.00 7.1936858184
Oct-72 5.3262912186 7.138073034 5.6122476651 4.6004308406 7.6684285348 0.00 0.00 0.00 7.1685798973
Nov-72 5.3204757075 7.1569563646 5.6064261778 4.5740299453 7.6808725956 0.00 0.00 0.00 7.2399325913
Dec-72 5.3330029245 7.0290875641 5.6246543813 4.5741043664 7.6867563041 0.00 0.00 0.00 7.2456550676
Jan-73 5.3923463162 7.0859014644 5.6856216913 4.6375055666 7.6836500647 1.00 0.00 0.00 7.0707241073
Feb-73 5.4168771013 6.9236286281 5.74413816 4.6727634771 7.6917526128 1.00 0.00 0.00 7.0282014321
Mar-73 5.4668803496 7.0681720004 5.7736474318 4.9296940561 7.6934795356 1.00 0.00 0.00 7.2477925818
Apr-73 5.4570447134 6.9791452751 5.7717554582 4.9025527625 7.6934983669 0.00 1.00 0.00 7.1000271666
May-73 5.4472478061 7.0950643773 5.7656123192 4.8905717557 7.6961090929 0.00 1.00 0.00 7.1244782625
Jun-73 5.4569827267 6.9546388649 5.7552265872 4.8751627815 7.6976513407 0.00 1.00 0.00 7.0639039615
Jul-73 5.4870143434 6.8221973906 5.7601044883 4.9035175293 7.7015339781 0.00 0.00 1.00 6.8627579131
Aug-73 5.6707216124 6.9037472576 5.7982187929 5.32024807 7.6921730459 0.00 0.00 1.00 7.0457765769
Sep-73 5.6279712147 6.8617113405 5.801369492 5.0817890544 7.6993252479 0.00 0.00 1.00 7.032624261
Oct-73 5.5431537425 7.0732697175 5.7297579611 4.8508645628 7.7053414981 0.00 0.00 0.00 7.138073034
Nov-73 5.5218965528 7.0842264221 5.7160525672 4.7769057706 7.7092975818 0.00 0.00 0.00 7.1569563646
Dec-73 5.5188601362 6.9920964274 5.7059446377 4.7462487842 7.7071716531 0.00 0.00 0.00 7.0290875641
Jan-74 5.5188824893 7.1364832086 5.7594296534 4.8444911867 7.7019511174 1.00 0.00 0.00 7.0859014644
Feb-74 5.5103828327 6.9314718056 5.7948463636 4.8232160202 7.6928363761 1.00 0.00 0.00 6.9236286281
Mar-74 5.451271874 7.0900768358 5.7299367528 4.7899294943 7.6840622866 1.00 0.00 0.00 7.0681720004
Apr-74 5.3812405371 7.1420365747 5.6841465001 4.7521523763 7.6853584911 0.00 1.00 0.00 6.9791452751
May-74 5.3166665052 7.1724245771 5.6624745368 4.67662915 7.6836954179 0.00 1.00 0.00 7.0950643773
Jun-74 5.2491699957 7.0057890193 5.6326006202 4.6490894199 7.6837043086 0.00 1.00 0.00 6.9546388649
Jul-74 5.3428571379 6.9631899859 5.6680643921 4.6526099111 7.689843485 0.00 0.00 1.00 6.8221973906
Aug-74 5.3780523346 7.0466472778 5.695078034 4.6728288345 7.683219502 0.00 0.00 1.00 6.9037472576
Sep-74 5.377143159 7.0690234266 5.6716511965 4.7242698775 7.6796369236 0.00 0.00 1.00 6.8617113405
Oct-74 5.3581358618 7.1412451224 5.6272127464 4.7003024457 7.6798004509 0.00 0.00 0.00 7.0732697175
Nov-74 5.3731185796 7.0578979374 5.6030856446 4.7274737331 7.6733585827 0.00 0.00 0.00 7.0842264221
Dec-74 5.3770252576 7.0414116638 5.5780197086 4.7568405008 7.6725507618 0.00 0.00 0.00 6.9920964274
Jan-75 5.3934530415 7.0483864087 5.5799832976 4.7346145432 7.6739816603 1.00 0.00 0.00 7.1364832086
Feb-75 5.3849318394 6.8865316425 5.5436882409 4.715091713 7.6711390018 1.00 0.00 0.00 6.9314718056
Mar-75 5.3705938985 6.9196838498 5.5248706579 4.7146965853 7.6710584747 1.00 0.00 0.00 7.0900768358
Apr-75 5.3851712012 7.0210839643 5.5741143455 4.6902894148 7.6897473783 0.00 1.00 0.00 7.1420365747
May-75 5.4400388131 6.8627579131 5.6680643921 4.6898291742 7.7453119703 0.00 1.00 0.00 7.1724245771
Jun-75 5.4919245034 6.8200163647 5.7265316881 4.7410309531 7.7086016563 0.00 1.00 0.00 7.0057890193
Jul-75 5.5774296124 6.7250336422 5.7358578416 4.8363990441 7.6910837762 0.00 0.00 1.00 6.9631899859
Aug-75 5.6192792505 6.6957989171 5.6994761007 4.8389384938 7.7010560726 0.00 0.00 1.00 7.0466472778
Sep-75 5.6375330891 6.8167358806 5.6771802255 4.8522019525 7.7039250796 0.00 0.00 1.00 7.0690234266
Oct-75 5.6635168928 6.8627579131 5.6691897728 4.8028558046 7.7092094497 0.00 0.00 0.00 7.1412451224
Nov-75 5.6260978445 6.8308742346 5.6549923105 4.7895992251 7.7083042899 0.00 0.00 0.00 7.0578979374
Dec-75 5.5798997928 6.9216581842 5.6475775012 4.7708373079 7.7113311911 0.00 0.00 0.00 7.0414116638
Jan-76 5.5561055986 6.8946700394 5.6329894227 4.7396004551 7.7210807059 1.00 0.00 0.00 7.0483864087
Feb-76 5.5342816063 6.7592552707 5.5886840044 4.7008061518 7.7257492969 1.00 0.00 0.00 6.8865316425
Mar-76 5.511753849 7.0112139874 5.5339055229 4.6891955948 7.7299515497 1.00 0.00 0.00 6.9196838498
Apr-76 5.4928927122 6.930494766 5.5792925057 4.6839780715 7.7308512391 0.00 1.00 0.00 7.0210839643
May-76 5.5003547865 6.8068293604 5.5715145061 4.6552237742 7.7293657211 0.00 1.00 0.00 6.8627579131
Jun-76 5.5079903136 6.82437367 5.559462036 4.6927682453 7.7286513204 0.00 1.00 0.00 6.8200163647
Jul-76 5.5147836834 6.7627295069 5.5370998117 4.698727517 7.735396611 0.00 0.00 1.00 6.7250336422
Aug-76 5.4758364692 6.9469759921 5.5137658816 4.6610695807 7.7378578616 0.00 0.00 1.00 6.6957989171
Sep-76 5.4374752618 7.0112139874 5.5004075087 4.6359418447 7.740362424 0.00 0.00 1.00 6.8167358806
Oct-76 5.3715614078 7.1049654483 5.489522776 4.5842270121 7.7391614333 0.00 0.00 0.00 6.8627579131
Nov-76 5.3094619311 7.1577354842 5.5047706834 4.5410913293 7.7515494717 0.00 0.00 0.00 6.8308742346
Dec-76 5.303458766 7.0621916323 5.524891453 4.5358090582 7.75652481 0.00 0.00 0.00 6.9216581842
Jan-77 5.3194598031 6.9314718056 5.5101147415 4.5380071412 7.7551996488 1.00 0.00 0.00 6.8946700394
Feb-77 5.3217298072 6.9206715042 5.4789454428 4.6000811165 7.7431625663 1.00 0.00 0.00 6.7592552707
Mar-77 5.3141576311 7.1364832086 5.4629768605 4.6349737164 7.7561090043 1.00 0.00 0.00 7.0112139874
Apr-77 5.2882670307 7.0201907083 5.4602944826 4.6249728133 7.7552674021 0.00 1.00 0.00 6.930494766
May-77 5.2999743678 6.9508147684 5.4887595378 4.6117817803 7.756970277 0.00 1.00 0.00 6.8068293604
Jun-77 5.332328742 6.9295167708 5.4745799679 4.601869853 7.7603111206 0.00 1.00 0.00 6.82437367
Jul-77 5.3770982444 6.7673431253 5.4772177773 4.6230423108 7.7670418763 0.00 0.00 1.00 6.7627295069
Aug-77 5.3600947262 6.9791452751 5.4807750796 4.6197689854 7.7730966546 0.00 0.00 1.00 6.9469759921
Sep-77 5.3606649715 7.0299729117 5.476150036 4.6067975256 7.7796208988 0.00 0.00 1.00 7.0112139874
Oct-77 5.3271193575 7.0483864087 5.4911355881 4.5854974204 7.7903011867 0.00 0.00 0.00 7.1049654483
Nov-77 5.3269817494 7.1236727852 5.4896184114 4.5706556673 7.7977252561 0.00 0.00 0.00 7.1577354842
Dec-77 5.3477974238 7.0103118673 5.5075154997 4.5316813706 7.801441394 0.00 0.00 0.00 7.0621916323
Jan-78 5.3663497769 6.9574973709 5.5249747372 4.5610092902 7.796666592 1.00 0.00 0.00 6.9314718056
Feb-78 5.3908777074 6.9206715042 5.5325282245 4.5794038652 7.8006911358 1.00 0.00 0.00 6.9206715042
Mar-78 5.3916180724 7.0724219005 5.5567915216 4.6004270941 7.8084038022 1.00 0.00 0.00 7.1364832086
Apr-78 5.4008570059 6.9966814882 5.6011424191 4.6237753738 7.8120177793 0.00 1.00 0.00 7.0201907083
May-78 5.3900977156 7.0255383146 5.6463504256 4.6220806581 7.8094909861 0.00 1.00 0.00 6.9508147684
Jun-78 5.3989119419 6.9536842109 5.6846851201 4.6776335111 7.8051570764 0.00 1.00 0.00 6.9295167708
Jul-78 5.3912724853 6.8710912946 5.6581076962 4.6967373795 7.8087701088 0.00 0.00 1.00 6.7673431253
Aug-78 5.3881026704 7.0039741367 5.6417996076 4.6949554899 7.8123414149 0.00 0.00 1.00 6.9791452751
Sep-78 5.3881443249 6.9985096423 5.6239903621 4.617128475 7.8122473564 0.00 0.00 1.00 7.0299729117
Oct-78 5.4056134147 7.0698741285 5.6160934531 4.6006892226 7.8136192625 0.00 0.00 0.00 7.0483864087
Nov-78 5.4078235796 7.119635638 5.6127164901 4.5992177875 7.8176158863 0.00 0.00 0.00 7.1236727852
Dec-78 5.4040470903 7.0290875641 5.6386857804 4.600729024 7.822567814 0.00 0.00 0.00 7.0103118673
Jan-79 5.4195108805 7.0440328973 5.6865533997 4.5978226144 7.8251581301 1.00 0.00 0.00 6.9574973709
Feb-79 5.4264980005 6.907755279 5.7243131552 4.6109422078 7.822133909 1.00 0.00 0.00 6.9206715042
Mar-79 5.415144836 7.1300985101 5.7626639071 4.6292336259 7.8232433966 1.00 0.00 0.00 7.0724219005
Apr-79 5.3634311471 7.119635638 5.780988301 4.6009118403 7.8134518467 0.00 1.00 0.00 6.9966814882
May-79 5.3414304408 7.1754897136 5.7997281804 4.5995600731 7.8093369627 0.00 1.00 0.00 7.0255383146
Jun-79 5.2976255644 7.0992017436 5.7606847213 4.5671106242 7.8045487311 0.00 1.00 0.00 6.9536842109
Jul-79 5.2719818182 7.1066061377 5.7440023728 4.5445455642 7.8082724652 0.00 0.00 1.00 6.8710912946
Aug-79 5.2157307755 7.208600338 5.6841695313 4.4689250875 7.8075420022 0.00 0.00 1.00 7.0039741367
Sep-79 5.2027390543 7.0934046259 5.698855253 4.4612440896 7.8039527247 0.00 0.00 1.00 6.9985096423
Oct-79 5.1850950586 7.3466551632 5.6809166499 4.4153739548 7.8092563296 0.00 0.00 0.00 7.0698741285
Nov-79 5.160069429 7.2930176798 5.680231064 4.4501407715 7.8116906823 0.00 0.00 0.00 7.119635638
Dec-79 5.1801268163 7.1899221707 5.697242229 4.4759134955 7.8127701604 0.00 0.00 0.00 7.0290875641
Jan-80 5.15852329 7.2793188354 5.6912796172 4.498094404 7.8178054996 1.00 0.00 0.00 7.0440328973
Feb-80 5.1288407162 7.1608459067 5.6785404928 4.4461491948 7.8095948185 1.00 0.00 0.00 6.907755279
Mar-80 5.1144965591 7.2356191411 5.6694934012 4.4039444746 7.8000909539 1.00 0.00 0.00 7.1300985101
Apr-80 5.0611875733 7.3238305662 5.6457522212 4.3664742217 7.7852795155 0.00 1.00 0.00 7.119635638
May-80 5.0179434874 7.2936977206 5.6236378873 4.3408480159 7.7774514785 0.00 1.00 0.00 7.1754897136
Jun-80 5.0134527643 7.1793079695 5.6135781415 4.3488336673 7.7735542789 0.00 1.00 0.00 7.0992017436
Jul-80 5.1040749777 7.1163941441 5.644416633 4.452630461 7.7897023817 0.00 0.00 1.00 7.1066061377
Aug-80 5.16427135 7.0808678967 5.6554123903 4.5015421956 7.792385602 0.00 0.00 1.00 7.208600338
Sep-80 5.1896444928 7.1966865708 5.6579047319 4.5450662619 7.7991676667 0.00 0.00 1.00 7.0934046259
Oct-80 5.2005277003 7.3031700512 5.6350422667 4.536850942 7.8107504684 0.00 0.00 0.00 7.3466551632
Nov-80 5.2084310475 7.1996783457 5.629764467 4.4952508868 7.8132747583 0.00 0.00 0.00 7.2930176798
Dec-80 5.182993645 7.2640301429 5.6229669694 4.4780739282 7.8158549659 0.00 0.00 0.00 7.1899221707
Jan-81 5.1598476923 7.2555912743 5.6005482622 4.4554159579 7.8102967491 1.00 0.00 0.00 7.2793188354
Feb-81 5.128881712 7.1188262491 5.5821524584 4.4583870657 7.8068801772 1.00 0.00 0.00 7.1608459067
Mar-81 5.1071431813 7.2619270927 5.5671793797 4.4463002902 7.8093395287 1.00 0.00 0.00 7.2356191411
Apr-81 5.076155376 7.2619270927 5.540360869 4.4113347871 7.8051022739 0.00 1.00 0.00 7.3238305662
May-81 5.08362906 7.1340937212 5.5469680175 4.3646153552 7.8039342044 0.00 1.00 0.00 7.2936977206
Jun-81 5.0864237624 7.0909098221 5.5574500609 4.3712067205 7.8050589449 0.00 1.00 0.00 7.1793079695
Jul-81 5.1305186617 7.0578979374 5.5633652958 4.4276406227 7.8157144564 0.00 0.00 1.00 7.1163941441
Aug-81 5.1433537887 7.0535857272 5.5549145541 4.4002772754 7.8176987154 0.00 0.00 1.00 7.0808678967
Sep-81 5.1424663865 7.1600692076 5.5498106057 4.3581384195 7.8133018027 0.00 0.00 1.00 7.1966865708
Oct-81 5.1459495362 7.2377781919 5.5380253229 4.3337716592 7.8191087893 0.00 0.00 0.00 7.3031700512
Nov-81 5.1289320521 7.1846291527 5.5242318884 4.3164203078 7.8201108503 0.00 0.00 0.00 7.1996783457
Dec-81 5.1206657397 7.2758646005 5.5171965191 4.3103706458 7.8169571141 0.00 0.00 0.00 7.2640301429
Jan-82 5.1225490517 7.1139561096 5.5092981732 4.3241818148 7.8202211018 1.00 0.00 0.00 7.2555912743
Feb-82 5.1350519827 7.0157124205 5.5108338253 4.3404776318 7.8219719799 1.00 0.00 0.00 7.1188262491
Mar-82 5.1404561073 7.2078598714 5.5076088051 4.3262678012 7.8274687181 1.00 0.00 0.00 7.2619270927
Apr-82 5.1460966812 7.1348908516 5.5174486646 4.3178392988 7.8324406037 0.00 1.00 0.00 7.2619270927
May-82 5.1763502244 7.0255383146 5.5330841288 4.31957362 7.8265480972 0.00 1.00 0.00 7.1340937212
Jun-82 5.1975282874 7.0647590278 5.5531194059 4.3236546285 7.8153069049 0.00 1.00 0.00 7.0909098221
Jul-82 5.2243671729 6.9469759921 5.53672839 4.3293829012 7.8259314119 0.00 0.00 1.00 7.0578979374
Aug-82 5.2354832944 6.9920964274 5.5150947397 4.2957593745 7.8258049543 0.00 0.00 1.00 7.0535857272
Sep-82 5.2698254108 7.0139154748 5.5097480541 4.2881199639 7.8261276018 0.00 0.00 1.00 7.1600692076
Oct-82 5.2699137014 7.0715733642 5.4760459068 4.2666592127 7.8276241232 0.00 0.00 0.00 7.2377781919
Nov-82 5.2513113242 7.1364832086 5.4716702534 4.2600895748 7.8365390751 0.00 0.00 0.00 7.1846291527
Dec-82 5.2365073601 7.092573716 5.469736124 4.2467372574 7.844892773 0.00 0.00 0.00 7.2758646005
Jan-83 5.242601434 7.0553128433 5.4728547858 4.254901787 7.8509208882 1.00 0.00 0.00 7.1139561096
Feb-83 5.2323477913 6.9285378182 5.4791055727 4.2682892857 7.8521260881 1.00 0.00 0.00 7.0157124205
Mar-83 5.218061834 7.1724245771 5.4769720109 4.2668576462 7.8590542023 1.00 0.00 0.00 7.2078598714
Apr-83 5.1725793457 7.1404530431 5.4959870671 4.2277069074 7.8572021868 0.00 1.00 0.00 7.1348908516
May-83 5.1502803526 7.1252830915 5.4990338821 4.2377813709 7.8585643078 0.00 1.00 0.00 7.0255383146
Jun-83 5.1301662894 7.1436176027 5.4856514652 4.2520781911 7.8596653493 0.00 1.00 0.00 7.0647590278
Jul-83 5.1165962301 7.0335064843 5.4728509176 4.2832067997 7.8734175399 0.00 0.00 1.00 6.9469759921
Aug-83 5.1081809218 7.1308988303 5.4554575852 4.3020670905 7.8711809707 0.00 0.00 1.00 6.9920964274
Sep-83 5.092280872 7.1491315986 5.4341425514 4.3355302628 7.8773749677 0.00 0.00 1.00 7.0139154748
Oct-83 5.0794961437 7.2356191411 5.4189566054 4.2900524683 7.8858580462 0.00 0.00 0.00 7.0715733642
Nov-83 5.0569756314 7.2916562092 5.413902116 4.3266685059 7.893771157 0.00 0.00 0.00 7.1364832086
Dec-83 5.0503115189 7.2078598714 5.4093871211 4.3839990219 7.9027969741 0.00 0.00 0.00 7.092573716
Jan-84 5.0700083874 7.1188262491 5.4416144618 4.4108038592 7.9108447385 1.00 0.00 0.00 7.0553128433
Feb-84 5.069419989 7.060476366 5.456088716 4.4387373572 7.9154779413 1.00 0.00 0.00 6.9285378182
Mar-84 5.0457490196 7.1989312407 5.4566364559 4.414627796 7.923211941 1.00 0.00 0.00 7.1724245771
Apr-84 5.0433938283 7.1172055032 5.4526065985 4.4050381966 7.930666644 0.00 1.00 0.00 7.1404530431
May-84 5.0329505331 7.1553963019 5.4379952082 4.362248185 7.9322843931 0.00 1.00 0.00 7.1252830915
Jun-84 5.0382166906 7.0527210492 5.4258035225 4.3667220726 7.9388889094 0.00 1.00 0.00 7.1436176027
Jul-84 5.048648352 6.9479370686 5.4078478501 4.3774532725 7.9444172195 0.00 0.00 1.00 7.0335064843
Aug-84 5.0685731312 7.0690234266 5.4074506606 4.3228961114 7.9468985777 0.00 0.00 1.00 7.1308988303
Sep-84 5.04863426 7.0379059634 5.3944929726 4.3206576883 7.9493772069 0.00 0.00 1.00 7.1491315986
Oct-84 5.0476132526 7.2520539519 5.3903414832 4.284339463 7.9480689028 0.00 0.00 0.00 7.2356191411
Nov-84 5.0384191946 7.1899221707 5.3976770069 4.2934600474 7.9546576656 0.00 0.00 0.00 7.2916562092
Dec-84 5.0451697572 7.1066061377 5.4130356706 4.2698369017 7.9638162112 0.00 0.00 0.00 7.2078598714
Jan-85 5.0584470214 7.1553963019 5.4085946848 4.2941531887 7.967222681 1.00 0.00 0.00 7.1188262491
Feb-85 5.0513063338 7.007600614 5.3996130281 4.2881305489 7.9575538183 1.00 0.00 0.00 7.060476366
Mar-85 5.0420902463 7.1163941441 5.395420197 4.2804704856 7.9524656766 1.00 0.00 0.00 7.1989312407
Apr-85 5.0040655849 7.1616220029 5.3834560838 4.2692590641 7.9681666025 0.00 1.00 0.00 7.1172055032
May-85 4.9965571639 7.1921820587 5.3693584652 4.2403406617 7.9889758249 0.00 1.00 0.00 7.1553963019
Jun-85 4.9887114595 7.0255383146 5.3565336676 4.2587978031 7.9666163545 0.00 1.00 0.00 7.0527210492
Jul-85 5.0106352941 7.0449051171 5.348520085 4.2463726623 7.9661766871 0.00 0.00 1.00 6.9479370686
Aug-85 5.0093999635 7.0983756386 5.3243640755 4.2498171193 7.9669591826 0.00 0.00 1.00 7.0690234266
Sep-85 4.9941880653 7.0867379345 5.312983074 4.2536264947 7.9673905921 0.00 0.00 1.00 7.0379059634
Oct-85 4.9917522071 7.2137683081 5.3120224691 4.2327322824 7.9733221668 0.00 0.00 0.00 7.2520539519
Nov-85 5.0038847315 7.1236727852 5.334357303 4.2679637349 7.9730036759 0.00 0.00 0.00 7.1899221707
Dec-85 5.0260691002 7.1024993558 5.3616829677 4.262641218 7.9816048093 0.00 0.00 0.00 7.1066061377
Jan-86 5.0382315264 7.1436176027 5.3589419884 4.2469298882 7.9833865369 1.00 0.00 0.00 7.1553963019
Feb-86 5.036821892 7.0085051821 5.3426100011 4.2561770714 7.9914659938 1.00 0.00 0.00 7.007600614
Mar-86 5.0264410943 7.0884087787 5.3379621979 4.2555605599 8.004005712 1.00 0.00 0.00 7.1163941441
Apr-86 5.0063289202 7.1639466843 5.3251188799 4.2376500094 8.0056613638 0.00 1.00 0.00 7.1616220029
May-86 5.0041866306 7.0992017436 5.3214633964 4.2572460326 8.0071630883 0.00 1.00 0.00 7.1921820587
Jun-86 5.0242409462 6.9707300781 5.315071211 4.2850026584 8.0054843771 0.00 1.00 0.00 7.0255383146
Jul-86 5.1209151966 6.9688503783 5.3186570508 4.3967577793 8.0101048675 0.00 0.00 1.00 7.0449051171
Aug-86 5.156022593 6.9440872082 5.3292823713 4.4696835037 8.0109755913 0.00 0.00 1.00 7.0983756386
Sep-86 5.1727911813 7.0361484938 5.3282637384 4.4137327958 8.0100811718 0.00 0.00 1.00 7.0867379345
Oct-86 5.1744528662 7.1585139973 5.3282369906 4.4017759301 8.0098369127 0.00 0.00 0.00 7.2137683081
Nov-86 5.1611562059 7.0184017991 5.3382694176 4.3761215528 8.0135878156 0.00 0.00 0.00 7.1236727852
Dec-86 5.1539975415 7.1074254741 5.3417061997 4.360299079 8.0125625172 0.00 0.00 0.00 7.1024993558
Jan-87 5.1308135405 7.1260872733 5.3431600443 4.3017778206 8.0176051481 1.00 0.00 0.00 7.1436176027
Feb-87 5.1138429564 6.9754139275 5.3265878005 4.3114964839 8.0226324243 1.00 0.00 0.00 7.0085051821
Mar-87 5.0859319737 7.1115121165 5.3221175204 4.2727930321 8.0215944907 1.00 0.00 0.00 7.0884087787
Apr-87 5.0672677555 7.0647590278 5.3306204808 4.2524170638 7.9800254143 0.00 1.00 0.00 7.1639466843
May-87 5.0902017951 6.9763480704 5.3546157978 4.2361674504 8.0180293365 0.00 1.00 0.00 7.0992017436
Jun-87 5.1076793856 6.9902565005 5.3754415531 4.2184706296 8.0172624807 0.00 1.00 0.00 6.9707300781
Jul-87 5.1365218391 6.9865664594 5.3678958896 4.1948603206 8.0199249277 0.00 0.00 1.00 6.9688503783
Aug-87 5.1446036542 6.9800759406 5.3510955719 4.2285677318 8.0232980272 0.00 0.00 1.00 6.9440872082
Sep-87 5.1429340433 7.1123274447 5.3462790303 4.2334761863 8.0214703358 0.00 0.00 1.00 7.0361484938
Oct-87 5.1275506507 7.2145044142 5.3445022318 4.2283456335 8.0286669479 0.00 0.00 0.00 7.1585139973
Nov-87 5.0995704885 7.1793079695 5.3473550861 4.1822221151 8.033466717 0.00 0.00 0.00 7.0184017991
Dec-87 5.0803596523 7.2370590261 5.3419776171 4.1554108576 8.0432859391 0.00 0.00 0.00 7.1074254741
Jan-88 5.0761456851 7.1260872733 5.3297959333 4.158234645 8.0456880032 1.00 0.00 0.00 7.1260872733
Feb-88 5.0616124466 7.0766538154 5.3409308588 4.1623791203 8.0504944399 1.00 0.00 0.00 6.9754139275
Mar-88 5.0584030678 7.2167094867 5.3456758912 4.1687590478 8.0547625315 1.00 0.00 0.00 7.1115121165
Apr-88 5.0510814708 7.1412451224 5.3470668646 4.1728752557 8.0554965518 0.00 1.00 0.00 7.0647590278
May-88 5.0514913306 7.1155821262 5.3557830618 4.2157459453 8.05695281 0.00 1.00 0.00 6.9763480704
Jun-88 5.0703954679 7.1172055032 5.3777079712 4.2980921832 8.0603098926 0.00 1.00 0.00 6.9902565005
Jul-88 5.0635025952 7.032624261 5.3711285368 4.3703554147 8.0651405548 0.00 0.00 1.00 6.9865664594
Aug-88 5.0491015749 7.1561766375 5.3610159608 4.3914360089 8.0647157496 0.00 0.00 1.00 6.9800759406
Sep-88 5.0391616387 7.2152399787 5.3617858246 4.3991988783 8.0636542735 0.00 0.00 1.00 7.1123274447
Oct-88 5.0178196301 7.2744795588 5.3509824318 4.3507608856 8.0680161015 0.00 0.00 0.00 7.2145044142
Nov-88 4.9969651133 7.288244401 5.3603590075 4.3060626026 8.0707502163 0.00 0.00 0.00 7.1793079695
Dec-88 4.9919275029 7.2619270927 5.3571341556 4.2965229851 8.0797619875 0.00 0.00 0.00 7.2370590261
Jan-89 5.063963401 7.1754897136 5.3661534999 4.3139033861 8.0860417897 1.00 0.00 0.00 7.1260872733
Feb-89 5.0498770934 7.0942348459 5.3581676949 4.3031311579 8.0860812738 1.00 0.00 0.00 7.0766538154
Mar-89 5.0462433928 7.2247534058 5.3772902525 4.3128439309 8.0876799891 1.00 0.00 0.00 7.2167094867
Apr-89 5.0386707706 7.1869010204 5.3730344139 4.3269208745 8.0832684331 0.00 1.00 0.00 7.1412451224
May-89 5.0197481955 7.2011708833 5.3726272569 4.3518921417 8.076795417 0.00 1.00 0.00 7.1155821262
Jun-89 5.0284715183 7.1436176027 5.3784220571 4.3710887091 8.0798556478 0.00 1.00 0.00 7.1172055032
Jul-89 5.0464285887 7.0103118673 5.3789782358 4.3501742073 8.0828918495 0.00 0.00 1.00 7.032624261
Aug-89 5.0545984175 7.1951873202 5.3717945505 4.3381401581 8.0833187005 0.00 0.00 1.00 7.1561766375
Sep-89 5.0503686963 7.2071188562 5.3611043546 4.3222766303 8.083476746 0.00 0.00 1.00 7.2152399787
Oct-89 5.0532391397 7.2591161281 5.3517977579 4.2829274385 8.0844485287 0.00 0.00 0.00 7.2744795588
Nov-89 5.0709951205 7.2765564027 5.3546811836 4.2458820496 8.0896676271 0.00 0.00 0.00 7.288244401
Dec-89 5.0778466872 7.1608459067 5.364292207 4.2488350506 8.0915820188 0.00 0.00 0.00 7.2619270927
Jan-90 5.0876544765 7.2174434317 5.3724253387 4.2374454059 8.0936056763 1.00 0.00 0.00 7.1754897136
Feb-90 5.0901971169 7.1008519089 5.3552587429 4.248495242 8.0966461709 1.00 0.00 0.00 7.0942348459
Mar-90 5.0871453813 7.1921820587 5.3553246855 4.2781327112 8.0955844878 1.00 0.00 0.00 7.2247534058
Apr-90 5.105545742 7.1292975489 5.3733946128 4.2426040451 8.1025472003 0.00 1.00 0.00 7.1869010204
May-90 5.129220668 7.1364832086 5.3913733893 4.2458380217 8.1007391328 0.00 1.00 0.00 7.2011708833
Jun-90 5.1795234275 7.0405363902 5.3806668803 4.2688519021 8.1018410299 0.00 1.00 0.00 7.1436176027
Jul-90 5.194574492 7.0057890193 5.368995933 4.2530859158 8.1041380017 0.00 0.00 1.00 7.0103118673
Aug-90 5.1972535844 7.1777824162 5.3623333348 4.2384580642 8.0960202524 0.00 0.00 1.00 7.1951873202
Sep-90 5.1706894956 7.1131421087 5.3540094123 4.2246366018 8.0938142514 0.00 0.00 1.00 7.2071188562
Oct-90 5.1753241522 7.2384968409 5.3554549728 4.1918088158 8.0864909405 0.00 0.00 0.00 7.2591161281
Nov-90 5.1718080264 7.2247534058 5.3842070384 4.1861608528 8.0860422646 0.00 0.00 0.00 7.2765564027
Dec-90 5.1730794824 7.2019163175 5.396815827 4.1608430448 8.0908387671 0.00 0.00 0.00 7.1608459067
Jan-91 5.1348365201 7.2413662833 5.3894990846 4.1869946264 8.0868673659 1.00 0.00 0.00 7.2174434317
Feb-91 5.1307236165 7.0934046259 5.3798426542 4.2045154479 8.087801683 1.00 0.00 0.00 7.1008519089
Mar-91 5.1217569602 7.1701195434 5.3882257776 4.198593349 8.0887551024 1.00 0.00 0.00 7.1921820587
Apr-91 5.1100610742 7.2159750027 5.3924838048 4.1814175744 8.0922873728 0.00 1.00 0.00 7.1292975489
May-91 5.1146674943 7.1631723908 5.3861580456 4.1762009181 8.0932396363 0.00 1.00 0.00 7.1364832086
Jun-91 5.1174653177 7.0387835414 5.3706380281 4.1675768009 8.0973009819 0.00 1.00 0.00 7.0405363902
Jul-91 5.1304285991 7.0958932211 5.3553941977 4.1774324423 8.0949806959 0.00 0.00 1.00 7.0057890193
Aug-91 5.1112995874 7.1693500167 5.3420049439 4.1528712711 8.0955138854 0.00 0.00 1.00 7.1777824162
Sep-91 5.0962689813 7.1823521119 5.318877153 4.1542257534 8.0970065487 0.00 0.00 1.00 7.1131421087
Oct-91 5.0745367856 7.3356339819 5.3070130735 4.1573353068 8.097500715 0.00 0.00 0.00 7.2384968409
Nov-91 5.0592641809 7.2834482288 5.3177214967 4.130219653 8.0990794855 0.00 0.00 0.00 7.2247534058
Dec-91 5.0380538671 7.2751723195 5.311285848 4.137629077 8.1086632028 0.00 0.00 0.00 7.2019163175
Jan-92 5.025251584 7.329749689 5.3073280601 4.1522536262 8.1152122311 1.00 0.00 0.00 7.2413662833
Feb-92 5.0273301727 7.1921820587 5.3172566498 4.1150521925 8.1200054198 1.00 0.00 0.00 7.0934046259
Mar-92 5.0142182431 7.2909747781 5.3231325357 4.1217241342 8.1188455511 1.00 0.00 0.00 7.1701195434
Apr-92 4.9925516187 7.2541778465 5.3286762106 4.1226149962 8.1216145348 0.00 1.00 0.00 7.2159750027
May-92 5.0022489984 7.1600692076 5.3209651852 4.1130190205 8.1249403441 0.00 1.00 0.00 7.1631723908
Jun-92 5.0020392526 7.1944368511 5.3219307985 4.1176096228 8.124520377 0.00 1.00 0.00 7.0387835414
Jul-92 5.0175390476 7.2262090101 5.3082324619 4.1327436952 8.1260310011 0.00 0.00 1.00 7.0958932211
Aug-92 5.0137060418 7.2276624987 5.2922664493 4.1367267301 8.1288761655 0.00 0.00 1.00 7.1693500167
Sep-92 5.0070904481 7.3205269623 5.3036111852 4.1327574292 8.1258947761 0.00 0.00 1.00 7.1823521119
Oct-92 4.9973837987 7.3702306418 5.3053448024 4.1108969858 8.1286642483 0.00 0.00 0.00 7.3356339819
Nov-92 4.9859192071 7.2827611796 5.3091737155 4.1323456804 8.1295195761 0.00 0.00 0.00 7.2834482288
Dec-92 4.9861423327 7.3290937362 5.3105745678 4.1262474065 8.1638550681 0.00 0.00 0.00 7.2751723195
Jan-93 4.9797759738 7.2689201282 5.3094750834 4.1167654714 8.1216853573 1.00 0.00 0.00 7.329749689
Feb-93 4.9651241645 7.1616220029 5.3200911661 4.1086833833 8.1188098664 1.00 0.00 0.00 7.1921820587
Mar-93 4.9616361945 7.2997973668 5.3268073662 4.1143383341 8.1145305594 1.00 0.00 0.00 7.2909747781
Apr-93 4.946096773 7.2896105215 5.336134852 4.1058521691 8.1297726301 0.00 1.00 0.00 7.2541778465
May-93 4.962330449 7.1770187659 5.351654341 4.1203556111 8.1329778151 0.00 1.00 0.00 7.1600692076
Jun-93 4.9696401544 7.2276624987 5.3293408192 4.122342294 8.1308175673 0.00 1.00 0.00 7.1944368511
Jul-93 4.9882253927 7.1785454838 5.3253044868 4.1212193293 8.131469604 0.00 0.00 1.00 7.2262090101
Aug-93 4.9778761645 7.2363393428 5.3027962715 4.125172026 8.1331949084 0.00 0.00 1.00 7.2276624987
Sep-93 4.9904466516 7.2723983926 5.2920954315 4.1242177952 8.1312671659 0.00 0.00 1.00 7.3205269623
Oct-93 4.9844430447 7.2943772993 5.2883155587 4.1156219607 8.1309653281 0.00 0.00 0.00 7.3702306418
Nov-93 4.987975365 7.3192024588 5.2962576336 4.142546664 8.1349743026 0.00 0.00 0.00 7.2827611796
Dec-93 4.9832871239 7.3485875309 5.28658905 4.1337938729 8.1671588969 0.00 0.00 0.00 7.3290937362
Jan-94 4.9810172106 7.2269360185 5.2789797474 4.1188925801 8.1285287037 1.00 0.00 0.00 7.2689201282
Feb-94 4.9710054993 7.1507014576 5.2689187423 4.1031671508 8.1346334746 1.00 0.00 0.00 7.1616220029
Mar-94 4.9751395188 7.3330230144 5.2773795843 4.1031373142 8.1379439254 1.00 0.00 0.00 7.2997973668
Apr-94 4.9600796647 7.2668273475 5.2718507934 4.1107181477 8.1405884557 0.00 1.00 0.00 7.2896105215
May-94 4.9598770929 7.2413662833 5.2746496523 4.1133714373 8.1568310708 0.00 1.00 0.00 7.1770187659
Jun-94 4.9574435653 7.2520539519 5.2544643191 4.1275702099 8.1553892867 0.00 1.00 0.00 7.2276624987
Jul-94 4.9623167168 7.1654934751 5.2404055375 4.1270474323 8.1562929298 0.00 0.00 1.00 7.1785454838
Aug-94 4.9511844797 7.3085427975 5.2302828085 4.1065737307 8.1566757836 0.00 0.00 1.00 7.2363393428
Sep-94 4.9394407274 7.3388881338 5.2333325165 4.0994630779 8.1598104047 0.00 0.00 1.00 7.2723983926
Oct-94 4.9387716072 7.3969486026 5.2251351299 4.0853859357 8.1698202862 0.00 0.00 0.00 7.2943772993
Nov-94 4.9258683146 7.4018415787 5.2320405285 4.100781162 8.1697511867 0.00 0.00 0.00 7.3192024588
Dec-94 4.8913481218 7.40367029 5.2291813414 4.0907755198 8.1738463433 0.00 0.00 0.00 7.3485875309
Jan-95 4.9032767758 7.3132203871 5.2365693595 4.0890076583 8.1750120753 1.00 0.00 0.00 7.2269360185
Feb-95 4.891360092 7.2108184535 5.2385828389 4.0805543081 8.1734046601 1.00 0.00 0.00 7.1507014576
Mar-95 4.9067903377 7.3987862754 5.2366808393 4.1037672242 8.1729896924 1.00 0.00 0.00 7.3330230144
Apr-95 4.8887292213 7.2470805846 5.2298651182 4.0939055807 8.1640106841 0.00 1.00 0.00 7.2668273475
May-95 4.888737365 7.329749689 5.22259078 4.069734075 8.1720898585 0.00 1.00 0.00 7.2413662833
Jun-95 4.8763229565 7.2889276945 5.2248649172 4.0866648755 8.1730668185 0.00 1.00 0.00 7.2520539519
Jul-95 4.8887454765 7.1693500167 5.2388805636 4.0987066193 8.1749522164 0.00 0.00 1.00 7.1654934751
Aug-95 4.9162838871 7.3158835045 5.225767771 4.0840453587 8.1739749027 0.00 0.00 1.00 7.3085427975
Sep-95 4.918149668 7.2710085383 5.2206380518 4.1156563149 8.1753829733 0.00 0.00 1.00 7.3388881338
Oct-95 4.936610731 7.361375429 5.2237087937 4.1027670286 8.1750418795 0.00 0.00 0.00 7.3969486026
Nov-95 4.9292896546 7.3827464497 5.2282078004 4.1225877745 8.1788389767 0.00 0.00 0.00 7.4018415787
Dec-95 4.936978235 7.3178761986 5.2207959078 4.1137000052 8.1843729102 0.00 0.00 0.00 7.40367029
Jan-96 4.9259763059 7.3466551632 5.205755996 4.109981595 8.182571573 1.00 0.00 0.00 7.3132203871
Feb-96 4.9573806924 7.2562972397 5.1928851175 4.1056852208 8.1894957713 1.00 0.00 0.00 7.2108184535
Mar-96 4.9594659371 7.2598196104 5.1769150725 4.093059215 8.1909701148 1.00 0.00 0.00 7.3987862754
Apr-96 4.9501972618 7.3031700512 5.1856794215 4.1041069488 8.1828964498 0.00 1.00 0.00 7.2470805846
May-96 4.9720104017 7.2534703827 5.1740478217 4.104299108 8.1946490498 0.00 1.00 0.00 7.329749689
Jun-96 5.0121232315 7.0950643773 5.1723242686 4.1234840309 8.199812592 0.00 1.00 0.00 7.2889276945
Jul-96 5.0245507622 7.2004248929 5.1751056093 4.1256950921 8.1976018708 0.00 0.00 1.00 7.1693500167
Aug-96 5.0474569266 7.2406496943 5.1857258538 4.1421352261 8.1997354676 0.00 0.00 1.00 7.3158835045
Sep-96 5.0564637468 7.2499255367 5.1811282609 4.1549940352 8.2015270795 0.00 0.00 1.00 7.2710085383
Oct-96 5.0480402126 7.3721180283 5.1822306172 4.1666309443 8.2008629148 0.00 0.00 0.00 7.361375429
Nov-96 5.0400430873 7.2647301779 5.1944269761 4.1469505718 8.2034838625 0.00 0.00 0.00 7.3827464497
Dec-96 5.0384091 7.2647301779 5.1993118428 4.1459530654 8.2082698785 0.00 0.00 0.00 7.3178761986
Jan-97 5.0417814644 7.2868764118 5.1764799255 4.1566807858 8.2093896476 1.00 0.00 0.00 7.3466551632
Feb-97 5.0325324714 7.1770187659 5.1622765623 4.1456378566 8.2112331433 1.00 0.00 0.00 7.2562972397
Mar-97 5.0197602019 7.2598196104 5.1507594897 4.1441262981 8.2141097917 1.00 0.00 0.00 7.2598196104
Apr-97 5.0077180176 7.2765564027 5.1599589332 4.13591534 8.214078455 0.00 1.00 0.00 7.3031700512
May-97 5.0195481938 7.1944368511 5.1652320242 4.1415173657 8.2178927727 0.00 1.00 0.00 7.2534703827
Jun-97 5.0387253009 7.1793079695 5.154304355 4.1262686974 8.2209656648 0.00 1.00 0.00 7.0950643773
Jul-97 5.0330204572 7.2108184535 5.1588046143 4.1370339709 8.2241551607 0.00 0.00 1.00 7.2004248929
Aug-97 5.0452690265 7.2093402566 5.1633634986 4.118106434 8.2284159922 0.00 0.00 1.00 7.2406496943
Sep-97 5.0371620484 7.3065313989 5.1679712536 4.1196623702 8.230718 0.00 0.00 1.00 7.2499255367
Oct-97 5.0354888854 7.4097419541 5.1512578217 4.109086844 8.233052695 0.00 0.00 0.00 7.3721180283
Nov-97 5.0206980138 7.2950564165 5.148286157 4.1436751474 8.2405214892 0.00 0.00 0.00 7.2647301779
Dec-97 5.0025431242 7.4030610911 5.159902935 4.1280738872 8.247184157 0.00 0.00 0.00 7.2647301779
Jan-98 5.03508639 7.3987862754 5.137907452 4.1469777177 8.2549761933 1.00 0.00 0.00 7.2868764118
Feb-98 5.032023216 7.2841348062 5.1239933916 4.130337125 8.2595835109 1.00 0.00 0.00 7.1770187659
Mar-98 4.998644247 7.375255778 5.1261780728 4.1530088974 8.263835105 1.00 0.00 0.00 7.2598196104
Apr-98 4.976627636 7.3562798766 5.1428324637 4.1482498271 8.266488687 0.00 1.00 0.00 7.2765564027
May-98 4.995783536 7.2577076772 5.1381082403 4.1493165855 8.2704471119 0.00 1.00 0.00 7.1944368511
Jun-98 5.0048928665 7.2751723195 5.1415559197 4.1324635203 8.2738469328 0.00 1.00 0.00 7.1793079695
Jul-98 5.011860034 7.3323692059 5.1396118028 4.1478311196 8.2771490478 0.00 0.00 1.00 7.2108184535
Aug-98 5.0102272141 7.3165481772 5.1416134504 4.1714642562 8.2812539247 0.00 0.00 1.00 7.2093402566
Sep-98 5.0077787323 7.3721180283 5.1216035289 4.1843059439 8.2830943729 0.00 0.00 1.00 7.3065313989
Oct-98 4.9950675893 7.4713630882 5.1220748558 4.1837244059 8.2845073053 0.00 0.00 0.00 7.4097419541
Nov-98 4.9901006917 7.4283331942 5.1400933613 4.1911318472 8.2888992042 0.00 0.00 0.00 7.2950564165
Dec-98 4.9786044537 7.494986234 5.1534784949 4.1693527944 8.2919424796 0.00 0.00 0.00 7.4030610911
Jan-99 4.9562298808 7.3951075466 5.1350463015 4.1781724096 8.2939279041 1.00 0.00 0.00 7.3987862754
Feb-99 4.9698977269 7.3138868316 5.1298807295 4.1694651927 8.2953405998 1.00 0.00 0.00 7.2841348062
Mar-99 4.9677067052 7.4599147662 5.1228811423 4.159829605 8.2941253948 1.00 0.00 0.00 7.375255778
Apr-99 4.9507123915 7.3957216086 5.140600367 4.1525831964 8.2892849979 0.00 1.00 0.00 7.3562798766
May-99 4.9692783256 7.2562972397 5.1381316654 4.1228162363 8.2928003643 0.00 1.00 0.00 7.2577076772
Jun-99 4.9776047684 7.3677085724 5.1521571407 4.1373302792 8.2958230366 0.00 1.00 0.00 7.2751723195
Jul-99 4.9873713745 7.3058600327 5.1564386082 4.1381614676 8.2958027516 0.00 0.00 1.00 7.3323692059
Aug-99 4.9951560424 7.355641103 5.1530044385 4.1338491124 8.2991979447 0.00 0.00 1.00 7.3165481772
Sep-99 4.9956335126 7.3889460976 5.1496114361 4.163932849 8.2956118498 0.00 0.00 1.00 7.3721180283
Oct-99 4.9800494089 7.4372063669 5.1683468085 4.1387273914 8.3033404724 0.00 0.00 0.00 7.4713630882
Nov-99 4.9794550552 7.4424927228 5.1832045594 4.1596997433 8.3100089541 0.00 0.00 0.00 7.4283331942
Dec-99 4.9851600422 7.4413203897 5.1891866311 4.1362355039 8.3197996185 0.00 0.00 0.00 7.494986234
Jan-00 4.9805668834 7.360103973 5.1624134936 4.1389508564 8.3315057869 1.00 0.00 0.00 7.3951075466
Feb-00 4.9960018512 7.3511582264 5.1527672089 4.1206924637 8.3328058982 1.00 0.00 0.00 7.3138868316
Mar-00 4.9949363846 7.4407337074 5.159095582 4.1295432992 8.3312435658 1.00 0.00 0.00 7.4599147662
Apr-00 5.0049761903 7.2427979228 5.1833761734 4.1336475987 8.3311238147 0.00 1.00 0.00 7.3957216086
May-00 5.0065453088 7.3408355541 5.1932807375 4.1164502197 8.3338728853 0.00 1.00 0.00 7.2562972397
Jun-00 5.0171876398 7.3382381501 5.196752166 4.1272466458 8.3335993639 0.00 1.00 0.00 7.3677085724
Jul-00 5.0225242165 7.2506355119 5.1896076271 4.1434653596 8.3407432518 0.00 0.00 1.00 7.3058600327
Aug-00 5.0350267472 7.404279118 5.1892849944 4.1407067371 8.3438589056 0.00 0.00 1.00 7.355641103
Sep-00 5.0275703387 7.3485875309 5.1940437033 4.1364323069 8.3423462208 0.00 0.00 1.00 7.3889460976
Oct-00 5.0148409971 7.4483338609 5.1884768434 4.137462769 8.3430039944 0.00 0.00 0.00 7.4372063669
Nov-00 5.0035260318 7.4465850992 5.1830799107 4.1136853244 8.3420736675 0.00 0.00 0.00 7.4424927228
Dec-00 5.0163659688 7.3645470143 5.1830097129 4.1263925452 8.343400676 0.00 0.00 0.00 7.4413203897
Jan-01 5.0027996114 7.4342573821 5.2124994 4.1320778395 8.3460437169 1.00 0.00 0.00 7.360103973
Feb-01 5.0022574842 7.3038432253 5.2475628169 4.127171083 8.3439768141 1.00 0.00 0.00 7.3511582264
Mar-01 5.0147885944 7.3938782901 5.2455892659 4.1367543987 8.3436772461 1.00 0.00 0.00 7.4407337074
Apr-01 5.0028796513 7.3349818789 5.2678989524 4.1309746286 8.3381043912 0.00 1.00 0.00 7.2427979228
May-01 5.0119475072 7.3492308246 5.2651335438 4.1209980001 8.3346194925 0.00 1.00 0.00 7.3408355541
Jun-01 5.0251363848 7.2848209126 5.2744390291 4.1293067248 8.336088871 0.00 1.00 0.00 7.3382381501
Jul-01 5.0264716754 7.2689201282 5.2709027428 4.1284964738 8.3556216175 0.00 0.00 1.00 7.2506355119
Aug-01 5.047686809 7.3777589082 5.2530842489 4.1357297784 8.3733943794 0.00 0.00 1.00 7.404279118
Sep-01 5.0496834224 7.3218497138 5.2435644238 4.1285265008 8.361716151 0.00 0.00 1.00 7.3485875309
Oct-01 5.0469225427 7.5164333029 5.2481193463 4.1390980417 8.3485713977 0.00 0.00 0.00 7.4483338609
Nov-01 5.0299883358 7.4576092897 5.2486248788 4.1568022841 8.3525498503 0.00 0.00 0.00 7.4465850992
Dec-01 5.0343105541 7.4193805829 5.2307181391 4.139345701 8.3593174156 0.00 0.00 0.00 7.3645470143
Jan-02 5.0298361822 7.4483338609 5.2299696043 4.120720534 8.379882787 1.00 0.00 0.00 7.4342573821
Feb-02 5.0292093793 7.3011478059 5.2251175222 4.1349415596 8.380178316 1.00 0.00 0.00 7.3038432253
Mar-02 5.0184347765 7.3658128372 5.2173887334 4.1284325246 8.3787279471 1.00 0.00 0.00 7.3938782901
Apr-02 4.9994494951 7.4217757936 5.2229679293 4.1228552653 8.3786979659 0.00 1.00 0.00 7.3349818789
May-02 5.011376584 7.4061033812 5.2229679293 4.1083359539 8.3803574419 0.00 1.00 0.00 7.3492308246
Jun-02 4.9985184528 7.2991214627 5.2118616995 4.0818525568 8.3819800869 0.00 1.00 0.00 7.2848209126
Jul-02 4.9883643259 7.3505161718 5.207411687 4.091007518 8.3793023459 0.00 0.00 1.00 7.2689201282
Aug-02 4.9940813961 7.4006205774 5.220968868 4.0479036011 8.3756194261 0.00 0.00 1.00 7.3777589082
Sep-02 4.9734897743 7.4012312644 5.2039459725 4.0832333368 8.3748018283 0.00 0.00 1.00 7.3218497138
Oct-02 4.9695374755 7.5126175447 5.1913007644 4.0368291852 8.3750931621 0.00 0.00 0.00 7.5164333029
Nov-02 4.9622311558 7.4436636831 5.2161580612 4.0532467437 8.376732163 0.00 0.00 0.00 7.4576092897
Dec-02 4.9702124583 7.4471683596 5.229679798 4.0592795655 8.3823120768 0.00 0.00 0.00 7.4193805829
Jan-03 4.956547689 7.4685132715 5.2308760858 4.0119754178 8.3840799832 1.00 0.00 0.00 7.4483338609
Feb-03 4.9657696962 7.3284373529 5.2473402141 4.0308371253 8.3807207535 1.00 0.00 0.00 7.3011478059
Mar-03 4.9567289156 7.3920315675 5.2663234629 4.0421555776 8.3798761406 1.00 0.00 0.00 7.3658128372
Apr-03 4.9665132163 7.4139702902 5.2906712343 4.0481353952 8.3844387392 0.00 1.00 0.00 7.4217757936
May-03 4.9478512124 7.3466551632 5.2829408967 4.0286549095 8.3922661695 0.00 1.00 0.00 7.4061033812
Jun-03 4.9693293017 7.3336763957 5.2934060333 4.0295035699 8.3951946964 0.00 1.00 0.00 7.2991214627
Jul-03 4.9754015472 7.365180126 5.2917706983 4.0225901713 8.409194918 0.00 0.00 1.00 7.3505161718
Aug-03 4.9876205797 7.3517998691 5.3098968685 4.0148885369 8.4141653328 0.00 0.00 1.00 7.4006205774
Sep-03 4.991739383 7.4193805829 5.2996663483 4.0106655415 8.4009262845 0.00 0.00 1.00 7.4012312644
Oct-03 4.9850864592 7.5559050936 5.3593870403 4.0117460387 8.4050106598 0.00 0.00 0.00 7.5126175447
Nov-03 4.9940578127 7.4489161025 5.4552516251 4.058478649 8.4151034426 0.00 0.00 0.00 7.4436636831
Dec-03 4.9795923018 7.5331588075 5.4390460735 4.0425656715 8.4204049801 0.00 0.00 0.00 7.4471683596

Lecture11 Demand Flexibility Ke

SUMMARY OUTPUT
Regression Statistics
Multiple R 0.9372879817
R Square 0.8785087606
Adjusted R Square 0.8759973138
Standard Error 0.0609305323
Observations 396
ANOVA
df SS MS F Significance F
Regression 8 10.3891984774 1.2986498097 349.8018583224 6.12199371994165E-172
Residual 387 1.4367490177 0.0037125298
Total 395 11.8259474952
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Intercept 1.266783333 0.4689270255 2.7014508956 0.0072073209 0.344819918 2.1887467481 0.344819918 2.1887467481
Pork Supplied -0.3982059415 0.0379338125 -10.4973878324 7.5035917498209E-23 -0.4727880948 -0.3236237882 -0.4727880948 -0.3236237882
Beef Price 0.2900636725 0.0417340971 6.9502802948 0 0.2080097312 0.3721176139 0.2080097312 0.3721176139
Poultry Price 0.567688892 0.0309360612 18.3503933841 1.46512303128511E-54 0.506865107 0.6285126771 0.506865107 0.6285126771
Disposable Income 0.3212214286 0.0352778465 9.1054715769 4.64241021158762E-18 0.2518612039 0.3905816532 0.2518612039 0.3905816532
First Quarter -0.0346659658 0.0089785691 -3.8609677614 0.0001323301 -0.0523188452 -0.0170130864 -0.0523188452 -0.0170130864
Second Quarter -0.0575187161 0.0091900735 -6.2587874018 0.000000001 -0.075587437 -0.0394499953 -0.075587437 -0.0394499953
Third Quarter -0.0488195025 0.0095608057 -5.1062121886 0.0000005168 -0.0676171247 -0.0300218803 -0.0676171247 -0.0300218803
Pork Supplied Last Year 0.0222780121 0.0359935025 0.6189453792 0.5363165002 -0.048489273 0.0930452972 -0.048489273 0.0930452972
RESIDUAL OUTPUT
Observation Predicted Price of Pork Residuals
1 5.1619254436 -0.0225861353
2 5.2323493982 -0.0808993581
3 5.1557090129 0.0004685864
4 5.1578663906 -0.0216279741
5 5.1926589944 -0.0687540974
6 5.2067014771 -0.0697446269
7 5.2584212184 -0.0982086914
8 5.2261741432 -0.0655987018
9 5.2046563213 -0.0525555069
10 5.2469913736 -0.0930922499
11 5.2122993251 -0.0569887687
12 5.2129419201 -0.0415735562
13 5.2611668653 -0.0439065082
14 5.296339814 -0.0200551625
15 5.2173479626 0.0327225704
16 5.2277120711 0.0046199451
17 5.2091028134 0.0361484332
18 5.2349626764 0.040309401
19 5.352201721 -0.0384903264
20 5.2692565013 0.0467604423
21 5.28380746 0.0368243967
22 5.2868481739 0.0394430447
23 5.2682395176 0.0522361899
24 5.32650468 0.0064982445
25 5.3179967358 0.0743495804
26 5.4212591607 -0.0043820595
27 5.5235641134 -0.0566837639
28 5.5169198597 -0.0598751463
29 5.4635601415 -0.0163123354
30 5.5068643158 -0.0498815891
31 5.582580141 -0.0955657976
32 5.7988057335 -0.1280841211
33 5.6830924875 -0.0551212728
34 5.5000847524 0.04306899
35 5.4514521678 0.070444385
36 5.4642717487 0.0545883874
37 5.4429840423 0.075898447
38 5.5162732599 -0.0058904272
39 5.4157931969 0.0354786771
40 5.3359550609 0.0452854762
41 5.2767426642 0.039923841
42 5.3156730513 -0.0665030555
43 5.352642251 -0.0097851131
44 5.3384117995 0.039640535
45 5.3498214407 0.0273217182
46 5.3481514385 0.0099844232
47 5.3879420526 -0.0148234729
48 5.4015954925 -0.0245702349
49 5.3557805642 0.0376724773
50 5.3931409531 -0.0082091137
51 5.3777644781 -0.0071705796
52 5.322122561 0.0630486402
53 5.4306846793 0.0093541338
54 5.478226089 0.0136984144
55 5.5750164312 0.0024131812
56 5.5826090463 0.0366702042
57 5.5369336062 0.1005994829
58 5.5404022706 0.1231146222
59 5.5393071935 0.086790651
60 5.4909598107 0.0889399822
61 5.4483635349 0.1077420637
62 5.4653058621 0.0689757442
63 5.3445823913 0.1671714577
64 5.3666236919 0.1262690203
65 5.3932840109 0.1070707756
66 5.4029336805 0.1050566331
67 5.4331272152 0.0816564682
68 5.3317521675 0.1440843018
69 5.291531455 0.1459438068
70 5.2711428626 0.1004185451
71 5.2333337352 0.0761281959
72 5.2778381536 0.0256206124
73 5.2911603271 0.028299476
74 5.3147753557 0.0069544515
75 5.2537859011 0.0603717299
76 5.268717449 0.0195495817
77 5.2949036165 0.0050707513
78 5.2951087394 0.0372200026
79 5.3819597176 -0.0048614732
80 5.3028420268 0.0572526994
81 5.277423671 0.0832413004
82 5.3166850742 0.0104342832
83 5.2814003972 0.0455813522
84 5.3086725842 0.0391248396
85 5.3123051428 0.0540446342
86 5.3406549703 0.0502227371
87 5.3064849449 0.0851331275
88 5.3384817413 0.0623752646
89 5.3367846925 0.0533130232
90 5.4061870416 -0.0072750997
91 5.4484588309 -0.0571863456
92 5.3956678616 -0.0075651912
93 5.3495986338 0.0385456911
94 5.3592282882 0.0463851265
95 5.3405591398 0.0672644398
96 5.3840717901 0.0199753001
97 5.3553446879 0.0641661926
98 5.4262199743 0.0002780262
99 5.3629266618 0.0522181742
100 5.3286449657 0.0347861814
101 5.3103929998 0.0310374411
102 5.3078861927 -0.0102606283
103 5.2953441926 -0.0233623744
104 5.1971709829 0.0185597926
105 5.2416672862 -0.0389282319
106 5.1616911073 0.0234039512
107 5.2044782977 -0.0444088687
108 5.2634262726 -0.0832994563
109 5.2059747532 -0.0474514632
110 5.2142940607 -0.0854533444
111 5.1598360512 -0.0453394921
112 5.0687082437 -0.0075206705
113 5.0584748291 -0.0405313417
114 5.1026894981 -0.0892367339
115 5.2096628556 -0.1055878779
116 5.2578998725 -0.0936285224
117 5.2368234681 -0.0471789753
118 5.2413078621 -0.0407801619
119 5.2569880065 -0.048556959
120 5.2181719177 -0.0351782727
121 5.1677069905 -0.0078592982
122 5.2147815292 -0.0858998172
123 5.1490490441 -0.0419058628
124 5.0991717685 -0.0230163925
125 5.1244236589 -0.0407945989
126 5.1462149636 -0.0597912012
127 5.2038335836 -0.0733149219
128 5.1874115423 -0.0440577536
129 5.1207747845 0.021691602
130 5.1256364549 0.0203130813
131 5.1309658684 -0.0020338163
132 5.0895809224 0.0310848173
133 5.1257977653 -0.0032487136
134 5.1721309439 -0.0370789612
135 5.0915681355 0.0488879718
136 5.0974385772 0.048658104
137 5.1417625695 0.0345876549
138 5.1296999344 0.067828353
139 5.1864758713 0.0378913015
140 5.1430091189 0.0924741755
141 5.1309088383 0.1389165724
142 5.1370217444 0.1328919569
143 5.1078551488 0.1434561753
144 5.1219151179 0.1145922421
145 5.1059555367 0.1366458974
146 5.1640496274 0.0682981639
147 5.0720069983 0.1460548358
148 5.0429551285 0.1296242172
149 5.0536002101 0.0966801425
150 5.0517611294 0.07840516
151 5.1200591626 -0.0034629325
152 5.0872253151 0.0209556066
153 5.0952546022 -0.0029737302
154 5.0834215711 -0.0039254275
155 5.0844155947 -0.0274399634
156 5.1509411251 -0.1006296061
157 5.1780486821 -0.1080402946
158 5.2200039325 -0.1505839435
159 5.1592601668 -0.1135111472
160 5.1640206145 -0.1206267862
161 5.1204648631 -0.08751433
162 5.1628841386 -0.124667448
163 5.2135154054 -0.1648670534
164 5.1371781669 -0.0686050357
165 5.1457424218 -0.0971081618
166 5.0889717888 -0.0413585362
167 5.1243833028 -0.0859641083
168 5.1496797404 -0.1045099832
169 5.1072118977 -0.0487648763
170 5.1556350155 -0.1043286816
171 5.1081981438 -0.0661078975
172 5.0607232242 -0.0566576393
173 5.0355833488 -0.0390261849
174 5.0992300425 -0.1105185829
175 5.0883636073 -0.0777283132
176 5.0649688448 -0.0555688813
177 5.0679097154 -0.0737216501
178 5.06068106 -0.0689288529
179 5.1215501821 -0.1176654506
180 5.1357929691 -0.1097238689
181 5.0766985441 -0.0384670177
182 5.1303160203 -0.0934941283
183 5.1032515176 -0.0768104233
184 5.0379655415 -0.0316366213
185 5.0749746867 -0.0707880561
186 5.1357841252 -0.111543179
187 5.2116297634 -0.0907145669
188 5.2674426602 -0.1114200672
189 5.1981786739 -0.0253874926
190 5.1942274903 -0.0197746241
191 5.237565059 -0.0764088531
192 5.193328896 -0.0393313545
193 5.1209673639 0.0098461766
194 5.1802813894 -0.066438433
195 5.1042647832 -0.0183328095
196 5.0792585359 -0.0119907804
197 5.1229650348 -0.0327632397
198 5.1103126979 -0.0026333123
199 5.1057026339 0.0308192053
200 5.1230811958 0.0215224584
201 5.0732710812 0.0696629621
202 5.083012931 0.0445377197
203 5.0700924322 0.0294780564
204 5.0354527719 0.0449068804
205 5.0442333284 0.0319123567
206 5.0676878628 -0.0060754163
207 5.0213180375 0.0370850303
208 5.030450059 0.0206314118
209 5.0660328439 -0.0145415133
210 5.1198812889 -0.049485821
211 5.2028453401 -0.1393427449
212 5.1623989255 -0.1132973506
213 5.1461150881 -0.1069534494
214 5.144391068 -0.1265714379
215 5.1163490607 -0.1193839474
216 5.1246591747 -0.1327316718
217 5.1364409086 -0.0724775076
218 5.1592768174 -0.109399724
219 5.1219978475 -0.0757544548
220 5.11787672 -0.0792059494
221 5.1236011934 -0.1038529978
222 5.1601169681 -0.1316454498
223 5.2092787056 -0.1628501169
224 5.1296344946 -0.0750360771
225 5.1141434815 -0.0637747852
226 5.1188516542 -0.0656125145
227 5.0936960941 -0.0227009736
228 5.144265542 -0.0664188548
229 5.0816798459 0.0059746306
230 5.1285672215 -0.0383701046
231 5.1116096615 -0.0244642802
232 5.1002633936 0.0052823484
233 5.1041900178 0.0250306502
234 5.1514275462 0.0280958813
235 5.1593959261 0.035178566
236 5.0821815495 0.1150720349
237 5.0972181419 0.0734713537
238 5.0767099718 0.0986141804
239 5.0875607436 0.0842472828
240 5.0849022605 0.0881772219
241 5.0472359063 0.0876006138
242 5.1110032088 0.0197204076
243 5.0818655156 0.0398914446
244 5.0319711506 0.0780899237
245 5.0486671232 0.0660003711
246 5.0879689802 0.0294963376
247 5.0735806088 0.0568479903
248 5.0305057791 0.0807938084
249 5.0184280779 0.0778409034
250 5.0074851406 0.067051645
251 5.0161796451 0.0430845358
252 5.0243843916 0.0136694755
253 4.9781221316 0.0471294524
254 5.0129068452 0.0144233274
255 4.9803954468 0.0338227963
256 4.9762202298 0.0163313889
257 5.0059026158 -0.0036536175
258 4.9921973005 0.0098419521
259 4.9946202416 0.022918806
260 4.9942218174 0.0194842244
261 4.9576119787 0.0494784695
262 4.9790365383 0.0183472604
263 5.0262663669 -0.0403471598
264 5.0156058065 -0.0294634738
265 4.9868696798 -0.007093706
266 5.0240992564 -0.0589750919
267 4.9750616843 -0.0134254898
268 4.9582297768 -0.0121330038
269 5.0147325864 -0.0524021374
270 4.9892931517 -0.0196529973
271 5.0166600332 -0.0284346405
272 4.9899478472 -0.0120716828
273 4.9733928916 0.01705376
274 5.0084944417 -0.024051397
275 5.0155366009 -0.0275612359
276 5.007432502 -0.0241453781
277 4.9967930164 -0.0157758058
278 5.0148751822 -0.0438696828
279 4.9488525601 0.0262869587
280 4.9556817083 0.0043979563
281 4.9708477012 -0.0109706083
282 4.9694623715 -0.0120188061
283 5.0074518046 -0.0451350877
284 4.9373402986 0.0138441811
285 4.9239148077 0.0155259197
286 4.94295012 -0.0041785128
287 4.952275271 -0.0264069564
288 4.9470077222 -0.0556596004
289 4.9471631496 -0.0438863739
290 4.9815106816 -0.0901505895
291 4.923215257 -0.0164249194
292 4.9488383178 -0.0601090965
293 4.9021150548 -0.0133776898
294 4.929193608 -0.0528706515
295 4.9950879924 -0.1063425159
296 4.9274838277 -0.0111999406
297 4.9629388857 -0.0447892176
298 4.9705312665 -0.0339205355
299 4.9759069296 -0.0466172749
300 4.9963615984 -0.0593833633
301 4.9411685735 -0.0151922676
302 4.9709201467 -0.0135394543
303 4.9623786847 -0.0029127476
304 4.9251042909 0.025092971
305 4.9472470666 0.0247633351
306 5.0214656141 -0.0093423826
307 4.9868975212 0.037653241
308 4.9872430267 0.0602138998
309 4.9890913187 0.0673724281
310 4.9979787933 0.0500614193
311 5.0344246735 0.0056184138
312 5.0353675133 0.0030415867
313 4.9923509155 0.0494305489
314 5.0242872302 0.0082452412
315 4.9881191752 0.0316410267
316 4.957564585 0.0501534326
317 4.995092849 0.0244553448
318 4.986749148 0.0519761529
319 4.9936891449 0.0393313123
320 4.9871199849 0.0581490416
321 4.9515838262 0.0855782223
322 4.951924864 0.0835640214
323 5.0163734991 0.0043245146
324 4.9700185308 0.0325245934
325 4.9444025691 0.0906838209
326 4.9756073814 0.0564158346
327 4.9560370204 0.0426072266
328 4.9440949991 0.0325326369
329 4.9820243664 0.0137591696
330 4.9672576447 0.0376352218
331 4.9631035171 0.0487565169
332 4.9846860622 0.0255411519
333 4.9668001663 0.0409785659
334 4.9786594686 0.0164081207
335 5.0040816703 -0.0139809787
336 4.9724425432 0.0061619105
337 4.9777516785 -0.0215217977
338 5.001552496 -0.031654769
339 4.9375426069 0.0301640982
340 4.9393003666 0.0114120249
341 4.9761387438 -0.0068604181
342 4.9454418556 0.0321629128
343 4.9817509968 0.0056203777
344 4.9592218225 0.0359342199
345 4.9621396474 0.0334938652
346 4.9875607984 -0.0075113895
347 5.0028546438 -0.0233995885
348 4.9963661359 -0.0112060937
349 4.9893517641 -0.0087848808
350 4.9783590776 0.0176427736
351 4.9523010984 0.0426352861
352 5.0161718738 -0.0111956835
353 4.9680198623 0.0385254465
354 4.9785842726 0.0386033672
355 5.0302190971 -0.0076948806
356 4.9694875149 0.0655392323
357 4.9908740801 0.0366962586
358 5.0002306733 0.0146103238
359 4.9856823238 0.0178437079
360 5.0259439093 -0.0095779405
361 4.9743398872 0.0284597242
362 5.0327934647 -0.0305359804
363 5.0037081894 0.011080405
364 5.001298722 0.0015809293
365 4.9902236008 0.0217239064
366 5.0237020953 0.0014342895
367 5.0415701012 -0.0150984258
368 5.0062994873 0.0413873217
369 5.0167202896 0.0329631328
370 4.9933777882 0.0535447546
371 5.0282380034 0.0017503324
372 5.0287031401 0.005607414
373 4.9798764302 0.049959752
374 5.0423420594 -0.01313268
375 5.0121950246 0.0062397519
376 4.9641879409 0.0352615542
377 4.9630368343 0.0483397497
378 4.9864681293 0.0120503235
379 4.9773936615 0.0109706644
380 4.9381462993 0.0559350968
381 4.9515135194 0.0219762549
382 4.9303958246 0.039141651
383 4.9735999265 -0.0113687707
384 4.9804920023 -0.010279544
385 4.9120322371 0.0445154519
386 4.9789364582 -0.0131667621
387 4.9667138752 -0.0099849595
388 4.9482944231 0.0182187933
389 4.9639637493 -0.0161125369
390 4.9712066638 -0.001877362
391 4.9686040371 0.0067975101
392 4.9775305764 0.0100900033
393 4.9410156237 0.0507237594
394 4.9571998981 0.0278865611
395 5.0558458305 -0.0617880178
396 5.0103466671 -0.0307543653