genterate xy charts

ramos11.1.xls

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Hospital charges

ID	Sex	Sex1	Age	LOS	DRG	Charges	Medicare	Diag	ICD-9	x-xbar	y-ybar	Question 1-A
1	F	1	46	4	294	$ 2,426.48	$ 2,003.62	2	0	-31.7	-1.1		b1	0.0704933669
2	F	1	87	8	139	$ 6,815.61	$ 1,072.17	4	4	9.3	2.9		b0	-0.377334605
3	F	1	70	10	34	$ 7,596.68	$ 4,096.98	6	0	-7.7	4.9
4	M	0	72	5	140	$ 6,450.77	$ 1,710.79	5	0	-5.7	-0.1
5	F	1	82	3	141	$ 3,542.79	$ 1,914.90	3	7	4.3	-2.1
6	F	1	85	2	15	$ 2,590.86	$ 2,601.14	5	4	7.3	-3.1
7	F	1	73	5	294	$ 5,082.83	$ 2,035.31	7	2	-4.7	-0.1
8	M	0	65	6	241	$ 3,580.55	$ 2,320.42	6	0	-12.7	0.9
9	M	0	73	6	335	$ 11,045.79	$ 4,184.26	1	0	-4.7	0.9
10	F	1	94	14	148	$ 19,708.11	$ 12,158.49	4	0	16.3	8.9
11	F	1	94	11	89	$ 8,953.38	$ 4,345.84	4	0	16.3	5.9
12	M	0	79	5	127	$ 7,000.21	$ 3,993.48	5	0	1.3	-0.1
13	M	0	82	6	89	$ 5,330.24	$ 3,408.07	4	0	4.3	0.9
14	F	1	76	3	122	$ 6,864.63	$ 3,637.35	5	4	-1.7	-2.1
15	M	0	72	3	336	$ 4,318.13	$ 2,676.01	2	0	-5.7	-2.1
16	F	1	91	7	321	$ 6,424.30	$ 1,510.20	3	0	13.3	1.9
17	F	1	90	6	174	$ 5,184.53	$ 3,642.44	6	5	12.3	0.9
18	F	1	83	3	143	$ 1,871.78	$ 1,167.65	6	0	5.3	-2.1
19	F	1	82	11	358	$ 11,179.97	$ 3,432.13	9	6	4.3	5.9
20	F	1	49	2	140	$ 3,405.38	$ 1,710.79	1	0	-28.7	-3.1
21	F	1	88	2	143	$ 1,731.73	$ 1,979.28	4	7	10.3	-3.1
22	F	1	75	2	159	$ 5,384.92	$ 3,316.59	2	0	-2.7	-3.1
23	M	0	81	7	89	$ 5,216.91	$ 3,613.06	2	4	3.3	1.9
24	F	1	76	4	294	$ 2,489.65	$ 2,201.93	3	0	-1.7	-1.1
25	F	1	85	10	473	$ 8,244.25	$ 12,772.75	4	0	7.3	4.9
26	F	1	84	6	128	$ 3,548.05	$ 2,163.29	8	4	6.3	0.9
27	F	1	77	3	15	$ 4,713.26	$ 1,801.73	4	0	-0.7	-2.1
28	F	1	94	6	121	$ 5,804.21	$ 5,282.36	5	7	16.3	0.9
29	F	1	66	6	128	$ 2,945.22	$ 2,849.72	2	0	-11.7	0.9
30	M	0	72	1	140	$ 1,035.75	$ 1,685.62	5	4	-5.7	-4.1
31	M	0	78	3	209	$ 17,005.45	$ 7,534.44	1	7	0.3	-2.1
32	F	1	86	3	143	$ 4,637.96	$ 1,447.84	5	0	8.3	-2.1
33	F	1	70	5	209	$ 17,480.97	$ 7,566.98	5	0	-7.7	-0.1
34	M	0	72	5	96	$ 5,029.09	$ 3,306.80	8	4	-5.7	-0.1
35	M	0	91	3	144	$ 3,078.99	$ 3,351.64	5	4	13.3	-2.1
36	M	0	75	2	90	$ 2,146.99	$ 1,968.05	2	4	-2.7	-3.1
37	F	1	83	6	88	$ 5,482.93	$ 3,147.39	2	0	5.3	0.9
38	M	0	82	1	183	$ 1,078.56	$ 1,386.42	6	5	4.3	-4.1
39	F	1	82	10	430	$ 9,931.21	$ 3,530.00	1	0	4.3	4.9
40	F	1	92	2	138	$ 2,451.69	$ 2,266.56	2	4	14.3	-3.1
41	F	1	79	2	88	$ 2,834.68	$ 3,579.24	1	0	1.3	-3.1
42	F	1	69	2	447	$ 1,547.81	$ 988.00	3	0	-8.7	-3.1
43	F	1	76	3	183	$ 1,876.70	$ 1,235.80	1	0	-1.7	-2.1
44	M	0	73	2	140	$ 2,781.28	$ 1,483.79	4	0	-4.7	-3.1
45	F	1	83	6	127	$ 6,460.59	$ 3,993.48	5	0	5.3	0.9
46	F	1	80	4	444	$ 3,026.42	$ 1,918.32	1	6	2.3	-1.1
47	F	1	76	10	493	$ 14,769.92	$ 5,594.68	4	5	-1.7	4.9
48	F	1	77	7	324	$ 4,425.44	$ 1,531.55	5	5	-0.7	1.9
49	F	1	85	4	140	$ 5,151.52	$ 1,710.79	5	0	7.3	-1.1
50	F	1	70	1	140	$ 2,404.39	$ 735.58	1	4	-7.7	-4.1
51	M	0	81	2	140	$ 5,019.86	$ 1,730.79	2	0	3.3	-3.1
52	F	1	83	9	138	$ 10,421.01	$ 2,384.12	5	0	5.3	3.9
53	M	0	76	2	269	$ 4,860.83	$ 5,688.67	4	1	-1.7	-3.1
54	F	1	88	3	140	$ 2,694.11	$ 1,564.50	2	0	10.3	-2.1
55	M	0	88	4	208	$ 2,421.63	$ 1,346.94	2	0	10.3	-1.1
56	F	1	89	2	15	$ 3,311.66	$ 2,065.49	3	0	11.3	-3.1
57	M	0	39	1	434	$ 1,596.91	$ 392.00	5	3	-38.7	-4.1
58	F	1	89	5	88	$ 5,399.67	$ 3,048.91	4	4	11.3	-0.1
59	M	0	80	12	78	$ 17,605.59	$ 4,432.93	9	7	2.3	6.9
60	F	1	71	7	89	$ 11,098.70	$ 4,256.70	3	4	-6.7	1.9
61	F	1	90	4	89	$ 3,674.03	$ 3,609.84	3	0	12.3	-1.1
62	M	0	91	4	316	$ 3,720.09	$ 4,269.96	6	2	13.3	-1.1
63	F	1	73	1	140	$ 2,472.64	$ 2,356.05	4	0	-4.7	-4.1
64	F	1	77	7	166	$ 7,792.24	$ 4,538.13	1	5	-0.7	1.9
65	F	1	78	2	175	$ 3,489.88	$ 1,430.32	3	5	0.3	-3.1
66	F	1	79	4	203	$ 4,655.83	$ 3,965.21	9	6	1.3	-1.1
67	F	1	85	14	87	$ 10,242.50	$ 4,531.65	6	0	7.3	8.9
68	F	1	74	1	296	$ 1,599.82	$ 2,628.95	3	0	-3.7	-4.1
69	M	0	78	10	294	$ 6,015.34	$ 2,003.62	5	0	0.3	4.9
70	F	1	92	2	127	$ 1,905.65	$ 3,993.48	5	0	14.3	-3.1
71	M	0	56	1	294	$ 707.70	$ 2,102.01	3	2	-21.7	-4.1
72	M	0	76	2	183	$ 3,004.67	$ 1,423.87	4	5	-1.7	-3.1
73	F	1	84	10	197	$ 18,290.04	$ 6,862.34	5	0	6.3	4.9
74	F	1	75	3	132	$ 5,621.92	$ 1,772.78	5	7	-2.7	-2.1
75	F	1	68	7	240	$ 5,547.71	$ 4,565.48	5	7	-9.7	1.9
76	M	0	50	2	182	$ 2,581.72	$ 2,238.61	3	5	-27.7	-3.1
77	M	0	49	9	436	$ 7,024.64	$ 2,441.00	5	0	-28.7	3.9
78	M	0	76	3	175	$ 4,242.10	$ 1,344.35	4	5	-1.7	-2.1
79	M	0	76	3	207	$ 4,286.90	$ 3,045.51	2	5	-1.7	-2.1
80	F	1	67	2	359	$ 12,313.78	$ 2,393.04	3	0	-10.7	-3.1
81	M	0	96	11	79	$ 8,217.27	$ 5,462.63	4	0	18.3	5.9
82	F	1	83	16	127	$ 10,655.80	$ 3,277.48	5	0	5.3	10.9
83	F	1	77	3	182	$ 3,620.78	$ 2,064.43	5	5	-0.7	-2.1
84	M	0	86	5	346	$ 4,734.98	$ 3,731.44	2	0	8.3	-0.1
85	F	1	80	1	140	$ 1,820.41	$ 1,564.50	2	0	2.3	-4.1
86	F	1	61	8	296	$ 8,954.81	$ 3,351.61	4	2	-16.7	2.9
87	M	0	80	5	236	$ 4,177.90	$ 2,314.57	6	0	2.3	-0.1
88	F	1	78	2	122	$ 5,756.89	$ 2,156.63	3	4	0.3	-3.1
89	F	1	71	10	90	$ 12,919.48	$ 2,711.94	3	0	-6.7	4.9
90	M	0	90	9	89	$ 7,022.47	$ 2,589.84	2	0	12.3	3.9
91	F	1	91	7	296	$ 6,823.60	$ 3,516.57	6	4	13.3	1.9
92	F	1	69	4	248	$ 2,384.47	$ 2,084.09	5	0	-8.7	-1.1
93	M	0	88	5	278	$ 3,169.19	$ 2,131.82	4	0	10.3	-0.1
94	F	1	76	2	143	$ 2,721.63	$ 1,150.43	6	7	-1.7	-3.1
95	F	1	83	5	321	$ 3,034.14	$ 1,630.16	7	0	5.3	-0.1
96	F	1	75	3	127	$ 5,041.93	$ 3,645.46	1	4	-2.7	-2.1
97	M	0	83	7	140	$ 8,118.92	$ 1,730.79	5	0	5.3	1.9
98	M	0	68	9	79	$ 10,955.29	$ 5,662.61	8	4	-9.7	3.9
99	M	0	75	7	101	$ 5,363.25	$ 3,409.08	5	5	-2.7	1.9
100	M	0	60	5	14	$ 6,572.60	$ 3,892.79	6	4	-17.7	-0.1
			77.7	5.1						11533	813

SWC

	Country	U5MR	IMR	LEB
1	Afghanistan	257	165	46
2	Albania	35	29	73
3	Algeria	41	36	69
4	Angola	295	172	48
5	Argentina	22	19	73
6	Armenia	30	25	71
7	Australia	5	5	78
8	Austria	5	4	77
9	Azerbaijan	45	35	70
10	Bangladesh	89	58	59
11	Belarus	28	23	68
12	Belgium	6	6	77
13	Benin	156	99	54
14	Bhutan	107	80	62
15	Bolivia	83	64	62
16	Bosnia and Herzegovina	18	15	74
17	Botswana	59	46	45
18	Brazil	40	34	67
19	Bulgaria	17	14	72
20	Burkina Faso	199	106	45
21	Burundi	176	106	43
22	Cambodia	122	86	54
23	Cameroon	154	95	54
24	Canada	6	6	79
25	Central African Rep.	172	113	45
26	Chad	198	118	48
27	Chile	12	11	75
28	China	41	33	70
29	Colombia	31	26	71
30	Congo	108	81	49
31	Congo, Dem. Rep.	207	128	52
32	Costa Rica	14	13	76
33	Côte d'Ivoire	171	102	47
34	Croatia	9	8	73
35	Cuba	8	6	76
36	Czech Rep.	5	5	74
37	Denmark	5	4	76
38	Dominican Rep.	49	43	71
39	Ecuador	35	27	70
40	Egypt	52	41	67
41	El Salvador	42	35	70
42	Eritrea	105	66	51
43	Estonia	21	17	69
44	Ethiopia	176	118	44
45	Finland	5	4	77
46	France	5	5	78
47	Gabon	143	85	52
48	Gambia	75	61	48
49	Georgia	23	19	73
50	Germany	5	5	77
51	Ghana	101	63	61
52	Greece	7	6	78
53	Guatemala	60	45	65
54	Guinea	181	115	47
55	Guinea-Bissau	200	128	45
56	Haiti	129	83	54
57	Honduras	42	33	70
58	Hungary	10	9	71
59	India	98	70	63
60	Indonesia	52	38	66
61	Iran	46	37	70
62	Iraq	128	104	65
63	Ireland	7	6	77
64	Israel	6	6	78
65	Italy	6	6	78
66	Jamaica	11	10	75
67	Japan	4	4	80
68	Jordan	35	29	71
69	Kazakhstan	42	35	68
70	Kenya	118	76	51
71	Korea, Dem. People's Rep.	30	23	73
72	Korea, Rep. of	5	5	73
73	Kuwait	12	11	76
74	Kyrgyzstan	65	55	68
75	Lao People's Dem. Rep.	111	93	54
76	Latvia	21	17	69
77	Lebanon	32	28	70
78	Lesotho	134	93	54
79	Liberia	235	157	50
80	Libya	22	19	70
81	Lithuania	22	18	71
82	Madagascar	156	95	58
83	Malawi	211	132	40
84	Malaysia	9	8	72
85	Mali	235	143	54
86	Mauritania	183	120	54
87	Mauritius	23	19	72
88	Mexico	33	27	73
89	Moldova, Rep. of	34	27	68
90	Mongolia	80	61	67
91	Morocco	53	45	67
92	Mozambique	203	127	42
93	Myanmar	112	79	61
94	Namibia	70	56	48
95	Nepal	104	75	58
96	Netherlands	5	5	78
97	New Zealand	6	6	77
98	Nicaragua	47	38	68
99	Niger	275	162	49
100	Nigeria	187	112	50
101	Norway	4	4	78
102	Oman	16	14	71
103	Pakistan	112	84	65
104	Panama	27	21	74
105	Papua New Guinea	112	79	59
106	Paraguay	32	27	70
107	Peru	52	42	69
108	Philippines	42	31	69
109	Poland	10	9	73
110	Portugal	6	5	76
111	Romania	24	21	70
112	Russian Federation	22	18	67
113	Rwanda	180	110	41
114	Saudi Arabia	25	20	72
115	Senegal	118	68	53
116	Sierra Leone	316	182	39
117	Singapore	4	4	78
118	Slovakia	10	9	73
119	Slovenia	6	5	75
120	Somalia	211	125	48
121	South Africa	69	54	52
122	Spain	6	6	78
123	Sri Lanka	19	17	74
124	Sudan	109	67	56
125	Sweden	4	3	79
126	Switzerland	4	3	79
127	Syria	30	25	69
128	Tajikistan	74	54	68
129	Tanzania	141	90	48
130	TFYR Macedonia	26	22	73
131	Thailand	30	26	69
132	Togo	143	80	49
133	Trinidad and Tobago	20	17	74
134	Tunisia	30	24	70
135	Turkey	48	40	70
136	Turkmenistan	71	52	66
137	Uganda	131	83	42
138	Ukraine	21	17	69
139	United Arab Emirates	9	8	75
140	United Kingdom	6	6	78
141	United States	8	7	77
142	Uruguay	17	15	74
143	Uzbekistan	58	45	68
144	Venezuela	23	20	73
145	Viet Nam	40	31	68
146	Yemen	119	86	59
147	Yugoslavia	23	20	73
148	Zambia	202	112	41
149	Zimbabwe	90	60	43

US IMR

State	IMR 1998
Alabama	10.2
Alaska	5.9
Arizona	7.5
Arkansas	8.9
California	5.8
Colorado	6.7
Connecticut	7
Delaware	9.6
Florida	7.2
Georgia	8.5
Hawaii	6.9
Idaho	7.2
Illinois	8.4
Indiana	7.6
Iowa	6.6
Kansas	7
Kentucky	7.5
Louisiana	9.1
Maine	6.3
Maryland	8.6
Massachusetts	5.1
Michigan	8.2
Minnesota	5.9
Mississippi	10.1
Missouri	7.7
Montana	7.4
Nebraska	7.3
Nevada	7
New Hampshire	4.4
New Jersey	6.4
New Mexico	7.2
New York	6.3
North Carolina	9.3
North Dakota	8.6
Ohio	8
Oklahoma	8.5
Oregon	5.4
Pennsylvania	7.1
Rhode Island	7
South Carolina	9.6
South Dakota	9.1
Tennessee	8.2
Texas	6.4
Utah	5.6
Vermont	7
Virginia	7.7
Washington	5.7
West Virginia	8
Wisconsin	7.2
Wyoming	7.2

question 1-b

Age (x)	Charges (y)	x-xbar	y-ybar	1-b		Charges (x)	Medicare (y)	x-xbar	y-ybar
46	$ 2,426.48	-31.7	$ (3,371.27)	b1	$ 41.88	$ 2,426.48	$ 2,003.62	$ (3,371.27)	$ (1,057.10)
87	$ 6,815.61	9.3	$ 1,017.86	b0	$ 2,543.34	$ 6,815.61	$ 1,072.17	$ 1,017.86	$ (1,988.55)
70	$ 7,596.68	-7.7	$ 1,798.93			$ 7,596.68	$ 4,096.98	$ 1,798.93	$ 1,036.26
72	$ 6,450.77	-5.7	$ 653.02			$ 6,450.77	$ 1,710.79	$ 653.02	$ (1,349.93)
82	$ 3,542.79	4.3	$ (2,254.96)			$ 3,542.79	$ 1,914.90	$ (2,254.96)	$ (1,145.82)
85	$ 2,590.86	7.3	$ (3,206.89)			$ 2,590.86	$ 2,601.14	$ (3,206.89)	$ (459.58)
73	$ 5,082.83	-4.7	$ (714.92)			$ 5,082.83	$ 2,035.31	$ (714.92)	$ (1,025.41)
65	$ 3,580.55	-12.7	$ (2,217.20)			$ 3,580.55	$ 2,320.42	$ (2,217.20)	$ (740.30)
73	$ 11,045.79	-4.7	$ 5,248.04			$ 11,045.79	$ 4,184.26	$ 5,248.04	$ 1,123.54
94	$ 19,708.11	16.3	$ 13,910.36			$ 19,708.11	$ 12,158.49	$ 13,910.36	$ 9,097.77
94	$ 8,953.38	16.3	$ 3,155.63			$ 8,953.38	$ 4,345.84	$ 3,155.63	$ 1,285.12
79	$ 7,000.21	1.3	$ 1,202.46			$ 7,000.21	$ 3,993.48	$ 1,202.46	$ 932.76
82	$ 5,330.24	4.3	$ (467.51)			$ 5,330.24	$ 3,408.07	$ (467.51)	$ 347.35
76	$ 6,864.63	-1.7	$ 1,066.88			$ 6,864.63	$ 3,637.35	$ 1,066.88	$ 576.63
72	$ 4,318.13	-5.7	$ (1,479.62)			$ 4,318.13	$ 2,676.01	$ (1,479.62)	$ (384.71)
91	$ 6,424.30	13.3	$ 626.55			$ 6,424.30	$ 1,510.20	$ 626.55	$ (1,550.52)
90	$ 5,184.53	12.3	$ (613.22)			$ 5,184.53	$ 3,642.44	$ (613.22)	$ 581.72
83	$ 1,871.78	5.3	$ (3,925.97)			$ 1,871.78	$ 1,167.65	$ (3,925.97)	$ (1,893.07)
82	$ 11,179.97	4.3	$ 5,382.22			$ 11,179.97	$ 3,432.13	$ 5,382.22	$ 371.41
49	$ 3,405.38	-28.7	$ (2,392.37)			$ 3,405.38	$ 1,710.79	$ (2,392.37)	$ (1,349.93)
88	$ 1,731.73	10.3	$ (4,066.02)			$ 1,731.73	$ 1,979.28	$ (4,066.02)	$ (1,081.44)
75	$ 5,384.92	-2.7	$ (412.83)			$ 5,384.92	$ 3,316.59	$ (412.83)	$ 255.87
81	$ 5,216.91	3.3	$ (580.84)			$ 5,216.91	$ 3,613.06	$ (580.84)	$ 552.34
76	$ 2,489.65	-1.7	$ (3,308.10)			$ 2,489.65	$ 2,201.93	$ (3,308.10)	$ (858.79)
85	$ 8,244.25	7.3	$ 2,446.50			$ 8,244.25	$ 12,772.75	$ 2,446.50	$ 9,712.03
84	$ 3,548.05	6.3	$ (2,249.70)			$ 3,548.05	$ 2,163.29	$ (2,249.70)	$ (897.43)
77	$ 4,713.26	-0.7	$ (1,084.49)			$ 4,713.26	$ 1,801.73	$ (1,084.49)	$ (1,258.99)
94	$ 5,804.21	16.3	$ 6.46			$ 5,804.21	$ 5,282.36	$ 6.46	$ 2,221.64
66	$ 2,945.22	-11.7	$ (2,852.53)			$ 2,945.22	$ 2,849.72	$ (2,852.53)	$ (211.00)
72	$ 1,035.75	-5.7	$ (4,762.00)			$ 1,035.75	$ 1,685.62	$ (4,762.00)	$ (1,375.10)
78	$ 17,005.45	0.3	$ 11,207.70			$ 17,005.45	$ 7,534.44	$ 11,207.70	$ 4,473.72
86	$ 4,637.96	8.3	$ (1,159.79)			$ 4,637.96	$ 1,447.84	$ (1,159.79)	$ (1,612.88)
70	$ 17,480.97	-7.7	$ 11,683.22			$ 17,480.97	$ 7,566.98	$ 11,683.22	$ 4,506.26
72	$ 5,029.09	-5.7	$ (768.66)			$ 5,029.09	$ 3,306.80	$ (768.66)	$ 246.08
91	$ 3,078.99	13.3	$ (2,718.76)			$ 3,078.99	$ 3,351.64	$ (2,718.76)	$ 290.92
75	$ 2,146.99	-2.7	$ (3,650.76)			$ 2,146.99	$ 1,968.05	$ (3,650.76)	$ (1,092.67)
83	$ 5,482.93	5.3	$ (314.82)			$ 5,482.93	$ 3,147.39	$ (314.82)	$ 86.67
82	$ 1,078.56	4.3	$ (4,719.19)			$ 1,078.56	$ 1,386.42	$ (4,719.19)	$ (1,674.30)
82	$ 9,931.21	4.3	$ 4,133.46			$ 9,931.21	$ 3,530.00	$ 4,133.46	$ 469.28
92	$ 2,451.69	14.3	$ (3,346.06)			$ 2,451.69	$ 2,266.56	$ (3,346.06)	$ (794.16)
79	$ 2,834.68	1.3	$ (2,963.07)			$ 2,834.68	$ 3,579.24	$ (2,963.07)	$ 518.52
69	$ 1,547.81	-8.7	$ (4,249.94)			$ 1,547.81	$ 988.00	$ (4,249.94)	$ (2,072.72)
76	$ 1,876.70	-1.7	$ (3,921.05)			$ 1,876.70	$ 1,235.80	$ (3,921.05)	$ (1,824.92)
73	$ 2,781.28	-4.7	$ (3,016.47)			$ 2,781.28	$ 1,483.79	$ (3,016.47)	$ (1,576.93)
83	$ 6,460.59	5.3	$ 662.84			$ 6,460.59	$ 3,993.48	$ 662.84	$ 932.76
80	$ 3,026.42	2.3	$ (2,771.33)			$ 3,026.42	$ 1,918.32	$ (2,771.33)	$ (1,142.40)
76	$ 14,769.92	-1.7	$ 8,972.17			$ 14,769.92	$ 5,594.68	$ 8,972.17	$ 2,533.96
77	$ 4,425.44	-0.7	$ (1,372.31)			$ 4,425.44	$ 1,531.55	$ (1,372.31)	$ (1,529.17)
85	$ 5,151.52	7.3	$ (646.23)			$ 5,151.52	$ 1,710.79	$ (646.23)	$ (1,349.93)
70	$ 2,404.39	-7.7	$ (3,393.36)			$ 2,404.39	$ 735.58	$ (3,393.36)	$ (2,325.14)
81	$ 5,019.86	3.3	$ (777.89)			$ 5,019.86	$ 1,730.79	$ (777.89)	$ (1,329.93)
83	$ 10,421.01	5.3	$ 4,623.26			$ 10,421.01	$ 2,384.12	$ 4,623.26	$ (676.60)
76	$ 4,860.83	-1.7	$ (936.92)			$ 4,860.83	$ 5,688.67	$ (936.92)	$ 2,627.95
88	$ 2,694.11	10.3	$ (3,103.64)			$ 2,694.11	$ 1,564.50	$ (3,103.64)	$ (1,496.22)
88	$ 2,421.63	10.3	$ (3,376.12)			$ 2,421.63	$ 1,346.94	$ (3,376.12)	$ (1,713.78)
89	$ 3,311.66	11.3	$ (2,486.09)			$ 3,311.66	$ 2,065.49	$ (2,486.09)	$ (995.23)
39	$ 1,596.91	-38.7	$ (4,200.84)			$ 1,596.91	$ 392.00	$ (4,200.84)	$ (2,668.72)
89	$ 5,399.67	11.3	$ (398.08)			$ 5,399.67	$ 3,048.91	$ (398.08)	$ (11.81)
80	$ 17,605.59	2.3	$ 11,807.84			$ 17,605.59	$ 4,432.93	$ 11,807.84	$ 1,372.21
71	$ 11,098.70	-6.7	$ 5,300.95			$ 11,098.70	$ 4,256.70	$ 5,300.95	$ 1,195.98
90	$ 3,674.03	12.3	$ (2,123.72)			$ 3,674.03	$ 3,609.84	$ (2,123.72)	$ 549.12
91	$ 3,720.09	13.3	$ (2,077.66)			$ 3,720.09	$ 4,269.96	$ (2,077.66)	$ 1,209.24
73	$ 2,472.64	-4.7	$ (3,325.11)			$ 2,472.64	$ 2,356.05	$ (3,325.11)	$ (704.67)
77	$ 7,792.24	-0.7	$ 1,994.49			$ 7,792.24	$ 4,538.13	$ 1,994.49	$ 1,477.41
78	$ 3,489.88	0.3	$ (2,307.87)			$ 3,489.88	$ 1,430.32	$ (2,307.87)	$ (1,630.40)
79	$ 4,655.83	1.3	$ (1,141.92)			$ 4,655.83	$ 3,965.21	$ (1,141.92)	$ 904.49
85	$ 10,242.50	7.3	$ 4,444.75			$ 10,242.50	$ 4,531.65	$ 4,444.75	$ 1,470.93
74	$ 1,599.82	-3.7	$ (4,197.93)			$ 1,599.82	$ 2,628.95	$ (4,197.93)	$ (431.77)
78	$ 6,015.34	0.3	$ 217.59			$ 6,015.34	$ 2,003.62	$ 217.59	$ (1,057.10)
92	$ 1,905.65	14.3	$ (3,892.10)			$ 1,905.65	$ 3,993.48	$ (3,892.10)	$ 932.76
56	$ 707.70	-21.7	$ (5,090.05)			$ 707.70	$ 2,102.01	$ (5,090.05)	$ (958.71)
76	$ 3,004.67	-1.7	$ (2,793.08)			$ 3,004.67	$ 1,423.87	$ (2,793.08)	$ (1,636.85)
84	$ 18,290.04	6.3	$ 12,492.29			$ 18,290.04	$ 6,862.34	$ 12,492.29	$ 3,801.62
75	$ 5,621.92	-2.7	$ (175.83)			$ 5,621.92	$ 1,772.78	$ (175.83)	$ (1,287.94)
68	$ 5,547.71	-9.7	$ (250.04)			$ 5,547.71	$ 4,565.48	$ (250.04)	$ 1,504.76
50	$ 2,581.72	-27.7	$ (3,216.03)			$ 2,581.72	$ 2,238.61	$ (3,216.03)	$ (822.11)
49	$ 7,024.64	-28.7	$ 1,226.89			$ 7,024.64	$ 2,441.00	$ 1,226.89	$ (619.72)
76	$ 4,242.10	-1.7	$ (1,555.65)			$ 4,242.10	$ 1,344.35	$ (1,555.65)	$ (1,716.37)
76	$ 4,286.90	-1.7	$ (1,510.85)			$ 4,286.90	$ 3,045.51	$ (1,510.85)	$ (15.21)
67	$ 12,313.78	-10.7	$ 6,516.03			$ 12,313.78	$ 2,393.04	$ 6,516.03	$ (667.68)
96	$ 8,217.27	18.3	$ 2,419.52			$ 8,217.27	$ 5,462.63	$ 2,419.52	$ 2,401.91
83	$ 10,655.80	5.3	$ 4,858.05			$ 10,655.80	$ 3,277.48	$ 4,858.05	$ 216.76
77	$ 3,620.78	-0.7	$ (2,176.97)			$ 3,620.78	$ 2,064.43	$ (2,176.97)	$ (996.29)
86	$ 4,734.98	8.3	$ (1,062.77)			$ 4,734.98	$ 3,731.44	$ (1,062.77)	$ 670.72
80	$ 1,820.41	2.3	$ (3,977.34)			$ 1,820.41	$ 1,564.50	$ (3,977.34)	$ (1,496.22)
61	$ 8,954.81	-16.7	$ 3,157.06			$ 8,954.81	$ 3,351.61	$ 3,157.06	$ 290.89
80	$ 4,177.90	2.3	$ (1,619.85)			$ 4,177.90	$ 2,314.57	$ (1,619.85)	$ (746.15)
78	$ 5,756.89	0.3	$ (40.86)			$ 5,756.89	$ 2,156.63	$ (40.86)	$ (904.09)
71	$ 12,919.48	-6.7	$ 7,121.73			$ 12,919.48	$ 2,711.94	$ 7,121.73	$ (348.78)
90	$ 7,022.47	12.3	$ 1,224.72			$ 7,022.47	$ 2,589.84	$ 1,224.72	$ (470.88)
91	$ 6,823.60	13.3	$ 1,025.85			$ 6,823.60	$ 3,516.57	$ 1,025.85	$ 455.85
69	$ 2,384.47	-8.7	$ (3,413.28)			$ 2,384.47	$ 2,084.09	$ (3,413.28)	$ (976.63)
88	$ 3,169.19	10.3	$ (2,628.56)			$ 3,169.19	$ 2,131.82	$ (2,628.56)	$ (928.90)
76	$ 2,721.63	-1.7	$ (3,076.12)			$ 2,721.63	$ 1,150.43	$ (3,076.12)	$ (1,910.29)
83	$ 3,034.14	5.3	$ (2,763.61)			$ 3,034.14	$ 1,630.16	$ (2,763.61)	$ (1,430.56)
75	$ 5,041.93	-2.7	$ (755.82)			$ 5,041.93	$ 3,645.46	$ (755.82)	$ 584.74
83	$ 8,118.92	5.3	$ 2,321.17			$ 8,118.92	$ 1,730.79	$ 2,321.17	$ (1,329.93)
68	$ 10,955.29	-9.7	$ 5,157.54			$ 10,955.29	$ 5,662.61	$ 5,157.54	$ 2,601.89
75	$ 5,363.25	-2.7	$ (434.50)			$ 5,363.25	$ 3,409.08	$ (434.50)	$ 348.36
60	$ 6,572.60	-17.7	$ 774.85			$ 6,572.60	$ 3,892.79	$ 774.85	$ 832.07
77.7	$ 5,797.75	11533	$ 483,050.31			$ 5,797.75	$ 3,060.72	$ 1,637,262,131.60	$ - 0
Best linear model- why?
worst linear model - why?