Multiple Linear Regression

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Serial No Median Income (x) Median House Value (y) (xi - x ̅) (xi - x ̅)^2 SUMMARY OUTPUT Median Income (x) Median House Value (y) ŷ 95% C.I. Upper Limit 95% C.I. Lower Limit 95% P.I. Upper Limit 95% P.I. Lower Limit
0 8.3252 452600 5.1500 26.5222 8.3252 452600 379296.89 360040.37 398553.42 265538.54 493055.25
1 8.3014 358500 5.1262 26.2777 Regression Statistics 8.3014 358500 378385.71 359208.10 397563.32 264640.69 492130.73
2 7.2574 352100 4.0822 16.6641 Multiple R 0.7783 7.2574 352100 338416.34 322650.57 354182.11 225196.61 451636.08
3 5.6431 341300 2.4679 6.0904 R Square 0.6057 5.6431 341300 276613.13 265776.61 287449.65 163973.98 389252.29
4 3.8462 342200 0.6710 0.4502 Adjusted R Square 0.6044 3.8462 342200 207819.11 200928.27 214709.95 95490.87 320147.35
5 4.0368 269700 0.8616 0.7423 Standard Error 56971.1151 4.0368 269700 215116.20 207967.34 222265.06 102771.84 327460.56
6 3.6591 299200 0.4839 0.2341 Observations 300 3.6591 299200 200656.01 193962.43 207349.60 88339.71 312972.32
7 3.1200 241400 -0.0552 0.0030 3.1200 241400 180016.66 173540.68 186492.64 67713.11 292320.21
8 2.0804 226700 -1.0948 1.1986 ANOVA 2.0804 226700 140215.74 132681.46 147750.03 27846.20 252585.29
9 3.6912 261100 0.5160 0.2662 df SS MS F Significance F 3.6912 261100 201884.96 195161.71 208608.21 89566.88 314203.04
10 3.2031 281500 0.0279 0.0008 Regression 1 1485670507818.78 1485670507818.78 457.7338842269 0.0000 3.2031 281500 183198.13 176724.33 189671.93 70894.70 295501.55
11 3.2705 241800 0.0953 0.0091 Residual 298 967220969620.22 3245707951.75 3.2705 241800 185778.53 179296.78 192260.28 73474.64 298082.41
12 3.0750 213500 -0.1002 0.0100 Total 299 2452891477439.00 3.0750 213500 178293.84 171811.17 184776.52 65989.90 290597.78
13 2.6736 191300 -0.5016 0.2516 2.6736 191300 162926.31 156216.53 169636.08 50609.03 275243.58
14 1.9167 159200 -1.2585 1.5839 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% 1.9167 159200 133948.52 126103.58 141793.45 21557.71 246339.32
15 2.1250 140000 -1.0502 1.1030 Intercept 60567.97 6565.305 9.225 0.0000 47647.73 73488.20 2.1250 140000 141923.25 134468.12 149378.38 29558.98 254287.51
16 2.7750 152500 -0.4002 0.1602 Median Income (x) 38284.84 1789.453 21.395 0.0000 34763.27 41806.40 2.7750 152500 166808.39 160183.67 173433.12 54496.16 279120.62
17 2.1202 155500 -1.0550 1.1131 2.1202 155500 141739.48 134275.95 149203.01 29374.66 254104.30
18 1.9911 158700 -1.1841 1.4022 x ̅ = 3.1752 1.9911 158700 136796.91 129096.96 144496.86 24416.13 249177.68
19 2.6033 162900 -0.5719 0.3271 Σ (xi - x ̅)^2 = 1013.6054 2.6033 162900 160234.88 153455.72 167014.04 47913.44 272556.33
20 1.3578 147500 -1.8174 3.3030 t = 1.9680 1.3578 147500 112551.12 103448.21 121654.03 65.51 225036.73
21 1.7135 159800 -1.4617 2.1366 1.7135 159800 126169.04 117898.73 134439.34 13747.74 238590.33
22 1.7250 113900 -1.4502 2.1032 ŷ = 338416.34 1.7250 113900 126609.31 118364.15 134854.47 14189.87 239028.76
23 2.1806 99700 -0.9946 0.9893 2.1806 99700 144051.88 136691.92 151411.84 31693.89 256409.87
24 2.6000 132600 -0.5752 0.3309 C.I. = 322650.57 354182.11 2.6000 132600 160108.54 153325.92 166891.17 47786.89 272430.19
25 2.4038 107500 -0.7714 0.5951 2.4038 107500 152597.06 145577.05 159617.07 40260.82 264933.29
26 2.4597 93800 -0.7155 0.5120 P.I. = 225196.61 451636.08 2.4597 93800 154737.18 147790.98 161683.39 42405.53 267068.83
27 1.8080 105500 -1.3672 1.8693 1.8080 105500 129786.95 121719.58 137854.33 17380.41 242193.50
28 1.6424 108900 -1.5328 2.3496 1.6424 108900 123446.98 115018.56 131875.41 11013.95 235880.02
29 1.6875 132000 -1.4877 2.2133 1.6875 132000 125173.63 116846.03 133501.23 12748.11 237599.15
30 1.9274 122300 -1.2478 1.5571 1.9274 122300 134358.16 126534.46 142181.87 21968.84 246747.48
31 1.9615 115200 -1.2137 1.4731 1.9615 115200 135663.68 127906.78 143420.57 23278.99 248048.37
32 1.7969 110400 -1.3783 1.8998 1.7969 110400 129361.99 121271.22 137452.76 16953.76 241770.22
33 1.3750 104900 -1.8002 3.2408 1.3750 104900 113209.62 104149.20 122270.04 727.44 225691.80
34 2.7303 109700 -0.4449 0.1980 2.7303 109700 165097.06 158437.07 171757.05 52782.75 277411.37
35 1.4861 97200 -1.6891 2.8531 1.4861 97200 117463.06 108671.96 126254.17 5002.26 229923.87
36 1.0972 104500 -2.0780 4.3182 1.0972 104500 102574.09 92804.12 112344.06 -9967.46 215115.65
37 1.4103 103900 -1.7649 3.1150 1.4103 103900 114561.07 105587.19 123534.95 2085.83 227036.31
38 3.4800 191400 0.3048 0.0929 3.4800 191400 193799.20 187237.77 200360.64 81490.69 306107.71
39 2.5898 176000 -0.5854 0.3427 2.5898 176000 159718.04 152924.60 166511.47 47395.74 272040.34
40 2.0978 155400 -1.0774 1.1608 2.0978 155400 140881.90 133378.79 148385.01 28514.44 253249.36
41 1.2852 150000 -1.8900 3.5722 1.2852 150000 109771.64 100487.20 119056.08 -2728.80 222272.09
42 1.0250 118800 -2.1502 4.6235 1.0250 118800 99809.93 89848.09 109771.76 -12748.45 212368.30
43 3.9643 188800 0.7891 0.6226 3.9643 188800 212340.55 205296.25 219384.84 100002.79 324678.30
44 3.0125 184400 -0.1627 0.0265 3.0125 184400 175901.04 169402.66 182399.42 63596.20 288205.88
45 2.6768 182300 -0.4984 0.2484 2.6768 182300 163048.82 156342.00 169755.64 50731.72 275365.92
46 2.0260 142500 -1.1492 1.3207 2.0260 142500 138133.05 130498.96 145767.14 25756.77 250509.33
47 1.7348 137500 -1.4404 2.0748 1.7348 137500 126984.50 118760.68 135208.33 14566.62 239402.39
48 0.9506 187500 -2.2246 4.9490 0.9506 187500 96961.53 86799.12 107123.95 -15614.77 209537.84
49 1.7750 112500 -1.4002 1.9606 1.7750 112500 128523.55 120386.28 136660.82 16111.97 240935.14
50 0.9218 171900 -2.2534 5.0779 0.9218 171900 95858.93 85618.13 106099.74 -16724.47 208442.34
51 1.5045 93800 -1.6707 2.7913 1.5045 93800 118167.51 109420.11 126914.90 5710.11 230624.90
52 1.1108 97500 -2.0644 4.2619 1.1108 97500 103094.77 93360.62 112828.91 -9443.68 215633.22
53 1.2475 104200 -1.9277 3.7161 1.2475 104200 108328.30 98948.23 117708.38 -4180.07 220836.68
54 1.6098 87500 -1.5654 2.4506 1.6098 87500 122198.90 113696.49 130701.31 9760.29 234637.50
55 1.4113 83100 -1.7639 3.1114 1.4113 83100 114599.36 105627.92 123570.80 2124.31 227074.40
56 1.5057 87500 -1.6695 2.7873 1.5057 87500 118213.45 109468.89 126958.00 5756.27 230670.62
57 0.8172 85300 -2.3580 5.5603 0.8172 85300 91854.34 81325.52 102383.15 -20755.63 204464.31
58 1.2171 80300 -1.9581 3.8343 1.2171 80300 107164.44 97706.60 116622.29 -5350.44 219679.33
59 2.5625 60000 -0.6127 0.3754 2.5625 60000 158672.86 151849.64 165496.09 46348.75 270996.97
60 3.3929 75700 0.2177 0.0474 3.3929 75700 190464.59 183946.30 196982.88 78158.59 302770.59
61 6.1183 75000 2.9431 8.6617 6.1183 75000 294806.09 282586.53 307025.65 182025.47 407586.70
62 0.9011 86100 -2.2741 5.1717 0.9011 86100 95066.43 84769.04 105363.83 -17522.13 207655.00
63 1.1910 76100 -1.9842 3.9372 1.1910 76100 106165.21 96640.15 115690.27 -6355.35 218685.77
64 2.5938 73500 -0.5814 0.3381 2.5938 73500 159871.18 153082.00 166660.35 47549.13 272193.22
65 1.1667 78400 -2.0085 4.0342 1.1667 78400 105234.89 95646.87 114822.90 -7291.02 217760.79
66 0.8056 84400 -2.3696 5.6151 0.8056 84400 91410.23 80849.17 101971.30 -21202.76 204023.22
67 2.6094 81300 -0.5658 0.3202 2.6094 81300 160468.42 153695.61 167241.23 48147.36 272789.48
68 1.8516 85000 -1.3236 1.7520 1.8516 85000 131456.17 123479.48 139432.87 19056.10 243856.25
69 0.9802 129200 -2.1950 4.8181 0.9802 129200 98094.77 88012.49 108177.04 -14474.33 210663.86
70 1.7719 82500 -1.4033 1.9693 1.7719 82500 128404.87 120260.98 136548.76 15992.81 240816.93
71 0.7286 95200 -2.4466 5.9860 0.7286 95200 88462.30 77685.70 99238.90 -24171.11 201095.71
72 1.7500 75000 -1.4252 2.0313 1.7500 75000 127566.43 119375.51 135757.35 15150.95 239981.91
73 0.4999 67500 -2.6753 7.1574 0.4999 67500 79706.56 68275.81 91137.31 -32991.32 192404.43
74 2.4830 137500 -0.6922 0.4792 2.4830 137500 155629.22 148712.36 162546.08 43299.38 267959.05
75 0.9241 177500 -2.2511 5.0676 0.9241 177500 95946.99 85712.46 106181.52 -16635.85 208529.82
76 2.4464 102100 -0.7288 0.5312 2.4464 102100 154227.99 147264.66 161191.32 41895.29 266560.70
77 1.1111 108300 -2.0641 4.2606 1.1111 108300 103106.25 93372.89 112839.61 -9432.13 215644.63
78 0.8026 112500 -2.3726 5.6294 0.8026 112500 91295.38 80725.96 101864.79 -21318.39 203909.15
79 2.0114 131300 -1.1638 1.3545 2.0114 131300 137574.09 129912.62 145235.56 25195.95 249952.23
80 1.5000 162500 -1.6752 2.8064 1.5000 162500 117995.22 109237.16 126753.29 5537.00 230453.45
81 1.1667 112500 -2.0085 4.0342 1.1667 112500 105234.89 95646.87 114822.90 -7291.02 217760.79
82 1.5208 112500 -1.6544 2.7371 1.5208 112500 118791.55 110082.66 127500.44 6337.14 231245.96
83 0.8075 137500 -2.3677 5.6061 0.8075 137500 91482.97 80927.19 102038.75 -21129.52 204095.47
84 1.8088 118800 -1.3664 1.8671 1.8088 118800 129817.58 121751.88 137883.28 17411.16 242224.01
85 2.4083 98200 -0.7669 0.5882 2.4083 98200 152769.34 145755.45 159783.24 40433.49 265105.19
86 0.9770 118800 -2.1982 4.8322 0.9770 118800 97972.25 87881.33 108063.17 -14597.62 210542.12
87 0.7600 162500 -2.4152 5.8333 0.7600 162500 89664.44 78976.04 100352.85 -22960.56 202289.45
88 0.9722 137500 -2.2030 4.8533 0.9722 137500 97788.49 87684.59 107892.38 -14782.55 210359.52
89 1.2434 500001 -1.9318 3.7320 1.2434 500001 108171.33 98780.81 117561.86 -4337.91 220680.58
90 2.0938 162500 -1.0814 1.1695 2.0938 162500 140728.76 133218.52 148239.00 28360.82 253096.70
91 0.8668 137500 -2.3084 5.3288 0.8668 137500 93753.26 83361.65 104144.88 -18843.96 206350.49
92 0.7500 162500 -2.4252 5.8817 0.7500 162500 89281.60 78565.15 99998.04 -23346.07 201909.26
93 2.6354 187500 -0.5398 0.2914 2.6354 187500 161463.83 154717.39 168210.27 49144.36 273783.30
94 1.8477 179200 -1.3275 1.7623 1.8477 179200 131306.86 123322.13 139291.59 18906.22 243707.51
95 2.0096 130000 -1.1656 1.3587 2.0096 130000 137505.18 129840.31 145170.04 25126.80 249883.55
96 2.8345 183800 -0.3407 0.1161 2.8345 183800 169086.34 162503.01 175669.67 56776.55 281396.13
97 2.0062 125000 -1.1690 1.3666 2.0062 125000 137375.01 129703.73 145046.29 24996.19 249753.82
98 1.2185 170000 -1.9567 3.8288 1.2185 170000 107218.04 97763.79 116672.29 -5296.54 219732.63
99 2.6104 193100 -0.5648 0.3190 2.6104 193100 160506.71 153734.93 167278.48 48185.71 272827.70
100 2.4912 257800 -0.6840 0.4679 2.4912 257800 155943.15 149036.42 162849.89 43613.94 268272.37
101 3.2177 273400 0.0425 0.0018 3.2177 273400 183757.09 177282.30 190231.88 71453.61 296060.57
102 3.1250 237500 -0.0502 0.0025 3.1250 237500 180208.08 173732.61 186683.56 67904.56 292511.61
103 2.5795 350000 -0.5957 0.3549 2.5795 350000 159323.71 152519.17 166128.24 47000.73 271646.68
104 2.8406 335700 -0.3346 0.1120 2.8406 335700 169319.88 162740.43 175899.32 57010.31 281629.44
105 4.9306 313400 1.7554 3.0813 4.9306 313400 249335.19 240384.57 258285.80 136861.80 361808.57
106 3.2727 268500 0.0975 0.0095 3.2727 268500 185862.75 179380.60 192344.91 73558.85 298166.66
107 3.1691 259400 -0.0061 0.0000 3.1691 259400 181896.44 175423.35 188369.54 69593.06 294199.83
108 3.9000 275700 0.7248 0.5253 3.9000 275700 209878.83 202920.75 216836.92 97546.45 322211.21
109 3.9063 225000 0.7311 0.5345 3.9063 225000 210120.03 203153.77 217086.28 97787.14 322452.92
110 5.0917 262500 1.9165 3.6729 5.0917 262500 255502.87 246151.44 264854.31 142996.88 368008.87
111 2.6429 218500 -0.5323 0.2834 2.6429 218500 161750.96 155011.92 168490.01 49431.94 274069.99
112 3.0233 255000 -0.1519 0.0231 3.0233 255000 176314.52 169819.38 182809.65 64009.86 288619.17
113 3.1484 224100 -0.0268 0.0007 3.1484 224100 181103.95 174630.20 187577.70 68800.53 293407.37
114 3.4722 243100 0.2970 0.0882 3.4722 243100 193500.58 186943.58 200057.58 81192.33 305808.83
115 3.1429 231600 -0.0323 0.0010 3.1429 231600 180893.38 174419.32 187367.44 68589.94 293196.82
116 2.4234 218500 -0.7518 0.5652 2.4234 218500 153347.44 146353.85 160341.03 41012.85 265682.03
117 3.0897 234100 -0.0855 0.0073 3.0897 234100 178856.63 172376.57 185336.69 66552.84 291160.41
118 5.8596 327600 2.6844 7.2059 5.8596 327600 284901.80 273444.77 296358.82 172201.25 397602.34
119 5.2868 347600 2.1116 4.4587 5.2868 347600 262972.24 253113.48 272831.01 150422.95 375521.54
120 5.9560 366100 2.7808 7.7327 5.9560 366100 288592.46 276853.76 300331.15 175862.93 401321.98
121 4.9643 335000 1.7891 3.2008 4.9643 335000 250625.38 241592.40 259658.37 138145.41 363105.36
122 6.3434 373600 3.1682 10.0373 6.3434 373600 303424.00 290525.26 316322.75 190567.78 416280.22
123 5.1773 389500 2.0021 4.0083 5.1773 389500 258780.05 249208.79 268351.32 146255.58 371304.53
124 7.2354 391100 4.0602 16.4850 7.2354 391100 337574.08 321878.92 353269.24 224364.15 450784.00
125 5.4570 337300 2.2818 5.2065 5.4570 337300 269488.32 259169.97 279806.67 156897.84 382078.81
126 7.5000 295200 4.3248 18.7037 7.5000 295200 347704.24 331155.75 364252.74 234372.86 461035.63
127 6.0194 292300 2.8442 8.0893 6.0194 292300 291019.72 279094.13 302945.30 178270.57 403768.86
128 7.5544 411500 4.3792 19.1772 7.5544 411500 349786.94 333061.97 366511.91 236429.66 463144.22
129 6.0666 311500 2.8914 8.3600 6.0666 311500 292826.76 280761.23 304892.28 180062.73 405590.79
130 7.0548 325900 3.8796 15.0511 7.0548 325900 330659.84 315541.79 345777.89 217528.48 443791.20
131 11.6017 392600 8.4265 71.0055 11.6017 392600 504737.16 474364.98 535109.34 388579.43 620894.89
132 7.4882 319300 4.3130 18.6017 7.4882 319300 347252.48 330742.23 363762.74 233926.68 460578.29
133 6.8976 333300 3.7224 13.8561 6.8976 333300 324641.46 310021.77 339261.15 211575.62 437707.30
134 8.2049 335200 5.0297 25.2976 8.2049 335200 374691.23 355833.15 393549.30 260999.64 488382.81
135 8.4010 351200 5.2258 27.3087 8.4010 351200 382198.88 362690.75 401707.02 268397.67 496000.10
136 6.8538 368900 3.6786 13.5319 6.8538 368900 322964.58 308483.03 337446.13 209916.52 436012.65
137 8.3170 365900 5.1418 26.4378 8.3170 365900 378982.96 359753.62 398212.29 265229.20 492736.71
138 7.0175 366700 3.8423 14.7631 7.0175 366700 329231.81 314232.36 344231.26 216116.24 442347.38
139 6.3302 362800 3.1550 9.9539 6.3302 362800 302918.64 290060.09 315777.20 190067.01 415770.28
140 6.3624 483300 3.1872 10.1581 6.3624 483300 304151.41 291194.75 317108.08 191288.56 417014.27
141 7.0549 331400 3.8797 15.0519 7.0549 331400 330663.66 315545.30 345782.03 217532.26 443795.07
142 6.7851 323500 3.6099 13.0312 6.7851 323500 320334.42 306068.87 334599.96 207313.82 433355.01
143 2.8929 216700 -0.2823 0.0797 2.8929 216700 171322.17 164773.20 177871.14 59014.39 283629.96
144 3.0812 233100 -0.0940 0.0088 3.0812 233100 178531.21 172049.68 185012.73 66227.34 290835.08
145 5.2402 296400 2.0650 4.2641 5.2402 296400 261188.17 251452.59 270923.75 148649.60 373726.75
146 6.5217 273700 3.3465 11.1989 6.5217 273700 310250.19 296804.65 323695.73 197330.17 423170.21
147 3.2632 227700 0.0880 0.0077 3.2632 227700 185499.05 179018.58 191979.52 73195.24 297802.86
148 3.0298 199600 -0.1454 0.0211 3.0298 199600 176563.37 170070.08 183056.65 64258.82 288867.92
149 4.5428 239800 1.3676 1.8703 4.5428 239800 234488.33 226420.22 242556.43 122081.73 346894.92
150 4.0720 270100 0.8968 0.8042 4.0720 270100 216463.82 209261.48 223666.17 104116.05 328811.60
151 5.3509 302100 2.1757 4.7336 5.3509 302100 265426.30 255396.18 275456.42 152861.86 377990.74
152 3.1603 269500 -0.0149 0.0002 3.1603 269500 181559.54 175086.27 188032.81 69256.14 293862.93
153 4.7708 314700 1.5956 2.5459 4.7708 314700 243217.27 234645.65 251788.89 130773.41 355661.13
154 8.1564 390100 4.9812 24.8121 8.1564 390100 372834.41 354136.67 391532.16 259169.31 486499.51
155 8.8793 410300 5.7041 32.5365 8.8793 410300 400510.52 379406.05 421614.99 286424.82 514596.22
156 6.8591 352400 3.6839 13.5709 6.8591 352400 323167.49 308669.24 337665.74 210117.29 436217.70
157 6.0302 287300 2.8550 8.1509 6.0302 287300 291433.19 279475.65 303390.74 178680.67 404185.72
158 7.5080 348700 4.3328 18.7729 7.5080 348700 348010.52 331436.10 364584.95 234675.35 461345.69
159 2.7477 243800 -0.4275 0.1828 2.7477 243800 165763.21 159117.37 172409.06 53449.74 278076.69
160 2.1944 211500 -0.9808 0.9620 2.1944 211500 144580.21 137243.26 151917.17 32223.73 256936.70
161 3.0149 218400 -0.1603 0.0257 3.0149 218400 175992.92 169495.29 182490.56 63688.12 288297.72
162 3.6750 269900 0.4998 0.2498 3.6750 269900 201264.74 194556.69 207972.80 88947.57 313581.92
163 3.2250 218800 0.0498 0.0025 3.2250 218800 184036.57 177561.14 190512.00 71733.05 296340.09
164 2.9345 225000 -0.2407 0.0579 2.9345 225000 172914.82 166386.49 179443.16 60608.24 285221.40
165 2.1429 250000 -1.0323 1.0657 2.1429 250000 142608.55 135184.48 150032.61 30246.34 254970.75
166 1.6121 171400 -1.5631 2.4434 1.6121 171400 122286.95 113789.80 130784.11 9848.74 234725.16
167 1.3929 193800 -1.7823 3.1767 1.3929 193800 113894.92 104878.49 122911.34 1416.27 226373.56
168 2.3173 125000 -0.8579 0.7360 2.3173 125000 149285.42 142142.00 156428.84 36941.41 261629.44
169 1.7772 97500 -1.3980 1.9545 1.7772 97500 128607.78 120475.20 136740.36 16196.54 241019.03
170 2.6458 125000 -0.5294 0.2803 2.6458 125000 161861.99 155125.78 168598.20 49543.13 274180.85
171 2.1810 138800 -0.9942 0.9885 2.1810 138800 144067.20 136707.91 151426.49 31709.25 256425.14
172 2.2303 116700 -0.9449 0.8929 2.2303 116700 145954.64 138676.35 153232.93 33601.97 258307.31
173 1.6504 151800 -1.5248 2.3251 1.6504 151800 123753.26 115342.85 132163.67 11321.58 236184.95
174 2.2697 127000 -0.9055 0.8200 2.2697 127000 147463.06 140247.15 154678.98 35114.42 259811.71
175 2.1563 128600 -1.0189 1.0382 2.1563 128600 143121.56 135720.49 150522.63 30760.87 255482.25
176 2.1348 140600 -1.0404 1.0825 2.1348 140600 142298.44 134860.37 149736.51 29935.30 254661.57
177 2.6292 182700 -0.5460 0.2981 2.6292 182700 161226.46 154473.84 167979.08 48906.62 273546.30
178 2.3833 146900 -0.7919 0.6271 2.3833 146900 151812.22 144763.96 158860.48 39474.22 264150.22
179 2.9570 122800 -0.2182 0.0476 2.9570 122800 173776.23 167257.71 180294.75 61470.22 286082.24
180 2.5238 169300 -0.6514 0.4244 2.5238 169300 157191.24 150323.70 164058.78 44864.43 269518.05
181 1.9375 126600 -1.2377 1.5320 1.9375 126600 134744.84 126941.05 142548.63 22356.90 247132.78
182 1.9028 127900 -1.2724 1.6191 1.9028 127900 133416.36 125543.66 141289.05 21023.61 245809.10
183 2.2500 123500 -0.9252 0.8560 2.2500 123500 146708.85 139462.01 153955.69 34358.21 259059.49
184 2.3929 111900 -0.7823 0.6120 2.3929 111900 152179.75 145144.80 159214.71 39842.58 264516.92
185 2.1917 112800 -0.9835 0.9673 2.1917 112800 144476.85 137135.41 151818.28 32120.07 256833.62
186 2.9357 107900 -0.2395 0.0574 2.9357 107900 172960.76 166432.98 179488.55 60654.21 285267.31
187 1.8854 137500 -1.2898 1.6637 1.8854 137500 132750.20 124842.47 140657.93 20355.00 245145.40
188 2.1638 105500 -1.0114 1.0230 2.1638 105500 143408.70 136020.40 150797.00 31048.85 255768.55
189 2.1250 95500 -1.0502 1.1030 2.1250 95500 141923.25 134468.12 149378.38 29558.98 254287.51
190 3.3750 116100 0.1998 0.0399 3.3750 116100 189779.29 183268.12 196290.47 77473.71 302084.88
191 2.2542 112200 -0.9210 0.8483 2.2542 112200 146869.65 139629.45 154109.85 34519.44 259219.86
192 2.1000 75000 -1.0752 1.1561 2.1000 75000 140966.13 133466.93 148465.32 28598.93 253333.32
193 1.6000 112500 -1.5752 2.4813 1.6000 112500 121823.71 113298.88 130348.53 9383.40 234264.01
194 3.6250 125000 0.4498 0.2023 3.6250 125000 199350.50 192686.48 206014.53 87035.95 311665.05
195 1.6929 115000 -1.4823 2.1973 1.6929 115000 125380.37 117064.72 133696.02 12955.73 237805.01
196 1.6471 95000 -1.5281 2.3352 1.6471 95000 123626.92 115209.09 132044.76 11194.68 236059.17
197 2.5900 96400 -0.5852 0.3425 2.5900 96400 159725.70 152932.47 166518.92 47403.40 272047.99
198 2.5700 72000 -0.6052 0.3663 2.5700 72000 158960.00 152145.08 165774.92 46636.39 271283.60
199 2.6429 71300 -0.5323 0.2834 2.6429 71300 161750.96 155011.92 168490.01 49431.94 274069.99
200 3.0257 80800 -0.1495 0.0224 3.0257 80800 176406.40 169911.96 182900.84 64101.78 288711.02
201 1.4886 128800 -1.6866 2.8447 1.4886 128800 117558.78 108773.62 126343.93 5098.44 230019.12
202 1.9338 112500 -1.2414 1.5411 1.9338 112500 134603.19 126792.12 142414.26 22214.74 246991.63
203 1.4844 119400 -1.6908 2.8589 1.4844 119400 117397.98 108602.82 126193.14 4936.86 229859.10
204 1.6009 118100 -1.5743 2.4785 1.6009 118100 121858.16 113335.40 130380.93 9418.02 234298.31
205 2.0375 122500 -1.1377 1.2944 2.0375 122500 138573.32 130960.63 146186.02 26198.49 250948.15
206 2.2930 106300 -0.8822 0.7783 2.2930 106300 148355.10 141175.07 155535.13 36008.75 260701.45
207 2.1494 132500 -1.0258 1.0523 2.1494 132500 142857.40 135444.52 150270.28 30495.93 255218.87
208 1.6198 122700 -1.5554 2.4194 1.6198 122700 122581.75 114102.13 131061.36 10144.86 235018.63
209 1.3281 113300 -1.8471 3.4119 1.3281 113300 111414.06 102237.32 120590.80 -1077.55 223905.67
210 3.5156 109500 0.3404 0.1159 3.5156 109500 195162.14 188579.04 201745.24 82852.36 307471.92
211 3.9048 164700 0.7296 0.5323 3.9048 164700 210062.60 203098.30 217026.90 97729.83 322395.37
212 3.0893 125000 -0.0859 0.0074 3.0893 125000 178841.31 172361.19 185321.44 66537.53 291145.10
213 2.6042 124700 -0.5710 0.3261 2.6042 124700 160269.34 153491.12 167047.56 47947.96 272590.73
214 2.5000 136700 -0.6752 0.4559 2.5000 136700 156280.06 149384.07 163176.05 43951.51 268608.61
215 2.7969 141700 -0.3783 0.1431 2.7969 141700 167646.83 161038.08 174255.57 55335.54 279958.11
216 2.8321 150000 -0.3431 0.1177 2.8321 150000 168994.45 162409.58 175579.33 56684.57 281304.34
217 2.9583 138800 -0.2169 0.0471 2.9583 138800 173826.00 167308.02 180343.98 61520.02 286131.98
218 2.8365 139200 -0.3387 0.1147 2.8365 139200 169162.91 162580.86 175744.96 56853.19 281472.63
219 2.8750 143800 -0.3002 0.0901 2.8750 143800 170636.87 164078.04 177195.71 58328.52 282945.23
220 3.0682 156500 -0.1070 0.0115 3.0682 156500 178033.50 171549.48 184517.53 65729.49 290337.52
221 3.0757 151000 -0.0995 0.0099 3.0757 151000 178320.64 171838.10 184803.18 66016.71 290624.57
222 4.9559 273000 1.7807 3.1708 4.9559 273000 250303.79 241291.42 259316.17 137825.47 362782.11
223 4.7721 217100 1.5969 2.5500 4.7721 217100 243267.04 234692.41 251841.66 130822.95 355711.13
224 3.4861 187100 0.3109 0.0966 3.4861 187100 194032.74 187467.76 200597.72 81724.02 306341.46
225 5.1184 239600 1.9432 3.7759 5.1184 239600 256525.08 247105.56 265944.60 144013.40 369036.75
226 4.0977 229700 0.9225 0.8510 4.0977 229700 217447.74 210205.26 224690.23 105097.39 329798.10
227 4.7440 257300 1.5688 2.4610 4.7440 257300 242191.23 233681.18 250701.29 129752.05 354630.42
228 4.2727 246900 1.0975 1.2044 4.2727 246900 224147.59 216608.54 231686.65 111777.73 336517.46
229 2.9844 179900 -0.1908 0.0364 2.9844 179900 174825.24 168317.39 181333.08 62519.84 287130.63
230 4.1739 169600 0.9987 0.9973 4.1739 169600 220365.05 212998.30 227731.80 108006.61 332723.49
231 3.8487 203300 0.6735 0.4536 3.8487 203300 207914.82 201020.96 214808.68 95586.40 320243.24
232 4.0114 263400 0.8362 0.6992 4.0114 263400 214143.76 207032.41 221255.12 101801.78 326485.74
233 4.6563 231800 1.4811 2.1936 4.6563 231800 238833.65 230520.77 247146.54 126409.22 351258.09
234 2.9297 140500 -0.2455 0.0603 2.9297 140500 172731.05 166200.50 179261.61 60424.34 285037.77
235 2.3036 126000 -0.8716 0.7597 2.3036 126000 148760.92 141596.96 155924.87 36415.60 261106.24
236 2.6667 122000 -0.5085 0.2586 2.6667 122000 162662.14 155945.93 169378.35 50344.48 274979.80
237 2.6190 134700 -0.5562 0.3094 2.6190 134700 160835.96 154073.02 167598.90 48515.49 273156.42
238 2.4167 139400 -0.7585 0.5754 2.4167 139400 153090.93 146088.38 160093.49 40755.79 265426.08
239 2.7788 115400 -0.3964 0.1572 2.7788 115400 166953.87 160331.98 173575.76 54641.81 279265.93
240 2.7352 137300 -0.4400 0.1936 2.7352 137300 165284.65 158628.70 171940.61 52970.58 277598.73
241 1.8472 137000 -1.3280 1.7637 1.8472 137000 131287.72 123301.96 139273.48 18887.00 243688.44
242 2.6583 142600 -0.5169 0.2672 2.6583 142600 162340.55 155616.39 169064.71 50022.42 274658.69
243 3.0536 137500 -0.1216 0.0148 3.0536 137500 177474.55 170987.33 183961.76 65170.35 289778.75
244 2.3906 111700 -0.7846 0.6156 2.3906 111700 152091.70 145053.57 159129.83 39754.33 264429.07
245 1.7188 126800 -1.4564 2.1212 1.7188 126800 126371.95 118113.25 134630.65 13951.51 238792.39
246 2.6250 111300 -0.5502 0.3027 2.6250 111300 161065.67 154308.82 167822.52 48745.57 273385.76
247 2.8015 114800 -0.3737 0.1397 2.8015 114800 167822.94 161217.44 174428.44 55511.85 280134.03
248 1.7276 102300 -1.4476 2.0956 1.7276 102300 126708.85 118469.36 134948.34 14289.82 239127.88
249 2.0801 131900 -1.0951 1.1993 2.0801 131900 140204.26 132669.43 147739.08 27834.68 252573.84
250 2.4890 119100 -0.6862 0.4709 2.4890 119100 155858.93 148949.48 162768.37 43529.55 268188.31
251 1.7546 80600 -1.4206 2.0182 1.7546 80600 127742.54 119561.54 135923.55 15327.78 240157.30
252 4.0904 80600 0.9152 0.8375 4.0904 80600 217168.27 209937.28 224399.25 104818.65 329517.88
253 2.6765 88800 -0.4987 0.2487 2.6765 88800 163037.33 156330.24 169744.43 50720.22 275354.45
254 2.4338 102400 -0.7414 0.5497 2.4338 102400 153745.60 146765.80 160725.41 41411.87 266079.33
255 2.3309 98700 -0.8443 0.7129 2.3309 98700 149806.09 142682.80 156929.39 37463.36 262148.83
256 2.2604 100000 -0.9148 0.8369 2.2604 100000 147107.01 139876.57 154337.46 34757.43 259456.60
257 1.8039 92300 -1.3713 1.8805 1.8039 92300 129629.99 121553.98 137705.99 17222.82 242037.15
258 2.2562 94800 -0.9190 0.8446 2.2562 94800 146946.22 139709.17 154183.27 34596.21 259296.22
259 2.0562 102000 -1.1190 1.2522 2.0562 102000 139289.25 131711.00 146867.50 26916.75 251661.75
260 3.5398 158400 0.3646 0.1329 3.5398 158400 196088.63 189489.48 202687.79 83777.91 308399.35
261 3.1167 121600 -0.0585 0.0034 3.1167 121600 179890.32 173413.98 186366.66 67586.75 292193.89
262 2.5401 129100 -0.6351 0.4034 2.5401 129100 157815.28 150966.70 164663.86 45489.63 270140.94
263 2.8980 121400 -0.2772 0.0769 2.8980 121400 171517.43 164971.16 178063.69 59209.80 283825.05
264 2.3125 102800 -0.8627 0.7443 2.3125 102800 149101.65 141951.07 156252.24 36757.18 261446.12
265 2.8750 160000 -0.3002 0.0901 2.8750 160000 170636.87 164078.04 177195.71 58328.52 282945.23
266 3.3715 143900 0.1963 0.0385 3.3715 143900 189645.30 183135.44 196155.15 77339.79 301950.81
267 3.5114 151200 0.3362 0.1130 3.5114 151200 195001.34 188420.92 201581.77 82691.72 307310.97
268 4.3125 164400 1.1373 1.2934 4.3125 164400 225671.33 218059.47 233283.19 113296.55 338046.10
269 3.2200 156500 0.0448 0.0020 3.2200 156500 183845.14 177370.16 190320.12 71541.65 296148.64
270 3.8750 225000 0.6998 0.4897 3.8750 225000 208921.71 201995.44 215847.98 96591.29 321252.13
271 5.2328 174200 2.0576 4.2336 5.2328 174200 260904.86 251188.73 270621.00 148367.97 373441.76
272 3.7262 166900 0.5510 0.3036 3.7262 166900 203224.93 196467.32 209982.53 90904.79 315545.07
273 4.5893 163500 1.4141 1.9996 4.5893 163500 236268.57 228101.66 244435.48 123854.84 348682.30
274 5.2578 253000 2.0826 4.3371 5.2578 253000 261861.98 252080.02 271643.95 149319.39 374404.58
275 7.0875 240700 3.9123 15.3059 7.0875 240700 331911.75 316689.55 347133.94 218766.43 445057.07
276 3.9712 208100 0.7960 0.6336 3.9712 208100 212604.71 205550.80 219658.63 100266.35 324943.07
277 2.9514 198100 -0.2238 0.0501 2.9514 198100 173561.84 167040.96 180082.71 61255.69 285867.98
278 2.6667 172800 -0.5085 0.2586 2.6667 172800 162662.14 155945.93 169378.35 50344.48 274979.80
279 5.4446 336700 2.2694 5.1501 5.4446 336700 269013.59 258729.21 279297.97 156426.21 381600.97
280 6.2838 318200 3.1086 9.6632 6.2838 318200 301142.23 288424.59 313859.86 188306.56 413977.89
281 6.7527 285800 3.5775 12.7983 6.7527 285800 319093.99 304930.02 333257.95 206086.17 432101.80
282 7.0712 293000 3.8960 15.1786 7.0712 293000 331287.71 316117.45 346457.97 218149.36 444426.06
283 5.9849 371000 2.8097 7.8943 5.9849 371000 289698.89 277875.16 301522.62 176960.48 402437.30
284 3.6875 157300 0.5123 0.2624 3.6875 157300 201743.30 195023.56 208463.05 89425.43 314061.18
285 2.8750 135300 -0.3002 0.0901 2.8750 135300 170636.87 164078.04 177195.71 58328.52 282945.23
286 3.4205 136700 0.2453 0.0602 3.4205 136700 191521.25 184990.82 198051.69 79214.55 303827.96
287 3.2984 160700 0.1232 0.0152 3.2984 160700 186846.67 180359.10 193334.25 74542.45 299150.89
288 3.8750 140600 0.6998 0.4897 3.8750 140600 208921.71 201995.44 215847.98 96591.29 321252.13
289 4.1750 144000 0.9998 0.9995 4.1750 144000 220407.16 213038.56 227775.76 108048.60 332765.72
290 4.3750 161900 1.1998 1.4395 4.3750 161900 228064.13 220334.20 235794.06 115681.30 340446.96
291 4.7708 156300 1.5956 2.5459 4.7708 156300 243217.27 234645.65 251788.89 130773.41 355661.13
292 3.5739 176000 0.3987 0.1589 3.5739 176000 197394.15 190770.58 204017.71 85081.99 309706.30
293 3.0958 145800 -0.0794 0.0063 3.0958 145800 179090.17 172611.07 185569.27 66786.44 291393.90
294 3.3958 141900 0.2206 0.0487 3.3958 141900 190575.62 184056.12 197095.12 78269.55 302881.69
295 1.8710 90700 -1.3042 1.7010 1.8710 90700 132198.90 124261.93 140135.86 19801.64 244596.16
296 1.9356 90600 -1.2396 1.5367 1.9356 90600 134672.10 126864.57 142479.62 22283.90 247060.29
297 2.1842 107900 -0.9910 0.9821 2.1842 107900 144189.71 136835.77 151543.64 31832.11 256547.31
298 2.2917 107000 -0.8835 0.7806 2.2917 107000 148305.33 141123.32 155487.34 35958.85 260651.80
299 2.4333 98200 -0.7419 0.5505 2.4333 98200 153726.46 146745.99 160706.93 41392.69 266060.23