| Multiple Linear Regression - Estimated Regression Equation |
| Colombia[t] = -5.47520292867918 + 0.275161385216456`USA `[t] -0.600233323527629M1[t] -1.09110030397671M2[t] + 0.914593211197528M3[t] + 0.183991929376375M4[t] -0.18333289480242M5[t] -1.51575332712414M6[t] -5.30526442933808M7[t] -5.53187001476501M8[t] -4.45664603115085M9[t] -3.60819845615054M10[t] -0.800660407372018M11[t] + e[t] |
| Multiple Linear Regression - Ordinary Least Squares | |||||
| Variable | Parameter | S.D. | T-STAT H0: parameter = 0 | 2-tail p-value | 1-tail p-value |
| (Intercept) | -5.47520292867918 | 5.001851 | -1.0946 | 0.274436 | 0.137218 |
| `USA ` | 0.275161385216456 | 0.014423 | 19.0784 | 0 | 0 |
| M1 | -0.600233323527629 | 3.44804 | -0.1741 | 0.861904 | 0.430952 |
| M2 | -1.09110030397671 | 3.44835 | -0.3164 | 0.75188 | 0.37594 |
| M3 | 0.914593211197528 | 3.448421 | 0.2652 | 0.790997 | 0.395498 |
| M4 | 0.183991929376375 | 3.44903 | 0.0533 | 0.957487 | 0.478743 |
| M5 | -0.18333289480242 | 3.449398 | -0.0531 | 0.957644 | 0.478822 |
| M6 | -1.51575332712414 | 3.449407 | -0.4394 | 0.660628 | 0.330314 |
| M7 | -5.30526442933808 | 3.451311 | -1.5372 | 0.125162 | 0.062581 |
| M8 | -5.53187001476501 | 3.452841 | -1.6021 | 0.110039 | 0.055019 |
| M9 | -4.45664603115085 | 3.450574 | -1.2916 | 0.197367 | 0.098683 |
| M10 | -3.60819845615054 | 3.449273 | -1.0461 | 0.296254 | 0.148127 |
| M11 | -0.800660407372018 | 3.448164 | -0.2322 | 0.81652 | 0.40826 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.71760576344127 |
| R-squared | 0.514958031724127 |
| Adjusted R-squared | 0.4981842460777 |
| F-TEST (value) | 30.7001676651205 |
| F-TEST (DF numerator) | 12 |
| F-TEST (DF denominator) | 347 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 13.3542014606147 |
| Sum Squared Residuals | 61882.1397377873 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 87.28 | 64.0907169779895 | 23.1892830220105 |
| 2 | 87.28 | 70.5339169049952 | 16.7460830950049 |
| 3 | 87.09 | 77.9602897089336 | 9.12971029106642 |
| 4 | 86.92 | 88.0435308661192 | -1.12353086611916 |
| 5 | 87.59 | 97.3068545245163 | -9.71685452451633 |
| 6 | 90.72 | 101.285048826872 | -10.5650488268722 |
| 7 | 90.69 | 96.3123437682275 | -5.62234376822751 |
| 8 | 90.3 | 94.0220277936772 | -3.72202779367716 |
| 9 | 89.55 | 93.3087027733844 | -3.75870277338436 |
| 10 | 88.94 | 92.4511497600426 | -3.51114976004264 |
| 11 | 88.41 | 92.0668157403103 | -3.65681574031027 |
| 12 | 87.82 | 91.409120806035 | -3.58912080603508 |
| 13 | 87.07 | 89.2679837252953 | -2.1979837252953 |
| 14 | 86.82 | 87.786535758067 | -0.966535758066959 |
| 15 | 86.4 | 89.0768096716784 | -2.67680967167842 |
| 16 | 86.02 | 85.0442717672598 | 0.975728232740204 |
| 17 | 85.66 | 83.1910754629121 | 2.46892453708787 |
| 18 | 85.32 | 79.4922671177289 | 5.8277328822711 |
| 19 | 85 | 74.216884535346 | 10.7831154646539 |
| 20 | 84.67 | 69.890374310194 | 14.779625689806 |
| 21 | 83.94 | 68.6542426579899 | 15.2857573420101 |
| 22 | 82.83 | 68.2919801380378 | 14.5380198619622 |
| 23 | 81.95 | 70.8518729401215 | 11.0981270598785 |
| 24 | 81.19 | 71.2397912696688 | 9.95020873033116 |
| 25 | 80.48 | 69.4563639897104 | 11.0236360102896 |
| 26 | 78.86 | 67.8373353298739 | 11.0226646701261 |
| 27 | 69.47 | 67.9168991485329 | 1.55310085146707 |
| 28 | 68.77 | 66.2232330184542 | 2.54676698154582 |
| 29 | 70.06 | 65.3331015623641 | 4.72689843763588 |
| 30 | 73.95 | 65.2939396405597 | 8.65606035944026 |
| 31 | 75.8 | 67.5579790131078 | 8.24202098689216 |
| 32 | 77.79 | 74.6506662744386 | 3.13933372556135 |
| 33 | 81.57 | 78.6976332183905 | 2.87236678160945 |
| 34 | 83.07 | 80.8943715809515 | 2.17562841904852 |
| 35 | 84.34 | 84.8851035861608 | -0.545103586160764 |
| 36 | 85.1 | 86.2360867639657 | -1.1360867639657 |
| 37 | 85.25 | 82.3614329563622 | 2.88856704363777 |
| 38 | 84.26 | 83.4114697331253 | 0.8485302668747 |
| 39 | 83.63 | 83.4910335517844 | 0.138966448215642 |
| 40 | 86.44 | 81.302076928316 | 5.13792307168402 |
| 41 | 85.3 | 81.4850748745701 | 3.8149251254299 |
| 42 | 84.1 | 79.5197832562505 | 4.58021674374947 |
| 43 | 83.36 | 77.6288857120301 | 5.73111428796986 |
| 44 | 82.48 | 76.5492798324322 | 5.93072016756781 |
| 45 | 81.58 | 74.5977285786653 | 6.98227142133466 |
| 46 | 80.47 | 73.8227239808886 | 6.64727601911144 |
| 47 | 79.34 | 72.83303491368 | 6.50696508632002 |
| 48 | 82.13 | 70.9371137459307 | 11.1928862540693 |
| 49 | 81.69 | 69.4288478511888 | 12.2611521488112 |
| 50 | 80.7 | 64.645463261363 | 16.054536738637 |
| 51 | 79.88 | 65.1377691578467 | 14.7422308421533 |
| 52 | 79.16 | 63.7742966900277 | 15.3857033099723 |
| 53 | 78.38 | 62.6915522642861 | 15.6884477357139 |
| 54 | 77.42 | 61.6618093557025 | 15.7581906442975 |
| 55 | 76.47 | 56.9367495437526 | 19.5332504562474 |
| 56 | 75.46 | 56.2698857419794 | 19.1901142580206 |
| 57 | 74.48 | 57.0974644788987 | 17.3825355211013 |
| 58 | 78.27 | 58.0559766079856 | 20.2140233920144 |
| 59 | 80.7 | 59.9829982240715 | 20.7170017759285 |
| 60 | 79.91 | 63.2601110983916 | 16.6498889016084 |
| 61 | 78.75 | 62.1645872814744 | 16.5854127185256 |
| 62 | 77.78 | 64.8105600924929 | 12.9694399075071 |
| 63 | 81.14 | 67.1189311314052 | 14.0210688685948 |
| 64 | 81.08 | 66.470878265149 | 14.609121734851 |
| 65 | 80.03 | 66.2411341335784 | 13.7888658664216 |
| 66 | 78.91 | 64.4134232078671 | 14.4965767921329 |
| 67 | 78.01 | 59.8259440885254 | 18.1840559114746 |
| 68 | 76.9 | 59.9570483038799 | 16.9429516961201 |
| 69 | 75.97 | 60.647046348191 | 15.322953651809 |
| 70 | 81.93 | 60.8626227371935 | 21.0673772628065 |
| 71 | 80.27 | 63.4225155392772 | 16.8474844607228 |
| 72 | 78.67 | 64.3607566392574 | 14.3092433607426 |
| 73 | 77.42 | 64.2282976705978 | 13.1917023294022 |
| 74 | 76.16 | 64.177688906495 | 11.982311093505 |
| 75 | 74.7 | 66.2384146987125 | 8.46158530128745 |
| 76 | 76.39 | 64.3796517375039 | 12.0103482624961 |
| 77 | 76.04 | 63.9022623592385 | 12.1377376407615 |
| 78 | 74.65 | 62.3497128187437 | 12.3002871812563 |
| 79 | 73.29 | 58.2024919157483 | 15.0875080842517 |
| 80 | 71.79 | 58.3886284081461 | 13.4013715918539 |
| 81 | 74.39 | 58.858497344284 | 15.531502655716 |
| 82 | 74.91 | 59.9821063045008 | 14.9278936954992 |
| 83 | 74.54 | 63.4500316777988 | 11.0899683222012 |
| 84 | 73.08 | 63.6453370376946 | 9.43466296230536 |
| 85 | 72.75 | 64.2558138091194 | 8.49418619088059 |
| 86 | 71.32 | 65.2783344473608 | 6.04166555263915 |
| 87 | 70.38 | 66.6786729150589 | 3.70132708494112 |
| 88 | 70.35 | 66.2232330184542 | 4.12676698154582 |
| 89 | 70.01 | 66.2136179950568 | 3.79638200494323 |
| 90 | 69.36 | 65.8442624109927 | 3.51573758900734 |
| 91 | 67.77 | 62.7151386332982 | 5.05486136670178 |
| 92 | 69.26 | 62.2959200782198 | 6.96407992178025 |
| 93 | 69.8 | 63.7288538626153 | 6.07114613738468 |
| 94 | 68.38 | 64.8249466843104 | 3.55505331568955 |
| 95 | 67.62 | 67.3298072093509 | 0.290192790649147 |
| 96 | 68.39 | 68.4056290019393 | -0.0156290019393319 |
| 97 | 66.95 | 67.8053956784117 | -0.8553956784117 |
| 98 | 65.21 | 67.8648514683955 | -2.65485146839554 |
| 99 | 66.64 | 69.9806095376563 | -3.34060953765635 |
| 100 | 63.45 | 69.029879147662 | -5.57987914766204 |
| 101 | 60.66 | 68.4424252153101 | -7.78242521531009 |
| 102 | 62.34 | 67.2475854755966 | -4.90758547559658 |
| 103 | 60.32 | 63.5406227889476 | -3.22062278894759 |
| 104 | 58.64 | 61.8831780003951 | -3.24317800039507 |
| 105 | 60.46 | 62.6282083217495 | -2.16820832174949 |
| 106 | 58.59 | 63.7793334204879 | -5.1893334204879 |
| 107 | 61.87 | 66.2841939455283 | -4.41419394552832 |
| 108 | 61.85 | 64.938595548212 | -3.08859554821198 |
| 109 | 67.44 | 69.9241383445784 | -2.48413834457841 |
| 110 | 77.06 | 92.51931158379 | -15.45931158379 |
| 111 | 91.74 | 100.13829735738 | -8.39829735737996 |
| 112 | 93.15 | 97.5365986560869 | -4.38659865608689 |
| 113 | 94.15 | 96.096144429564 | -1.94614442956392 |
| 114 | 93.11 | 93.8832075645496 | -0.773207564549554 |
| 115 | 91.51 | 88.0850183502555 | 3.42498164974453 |
| 116 | 89.96 | 84.1437340644064 | 5.8162659355936 |
| 117 | 88.16 | 79.825794897778 | 8.334205102222 |
| 118 | 86.98 | 80.2064681179103 | 6.77353188208967 |
| 119 | 88.03 | 84.0045871534681 | 4.02541284653189 |
| 120 | 86.24 | 84.6401507297102 | 1.59984927028975 |
| 121 | 84.65 | 83.1869171120116 | 1.46308288798841 |
| 122 | 83.23 | 80.5222751883525 | 2.70772481164749 |
| 123 | 81.7 | 80.9870649463146 | 0.712935053685406 |
| 124 | 80.25 | 77.6699466434588 | 2.58005335654124 |
| 125 | 78.8 | 74.6060402441587 | 4.19395975584131 |
| 126 | 77.51 | 72.9159100110556 | 4.59408998894443 |
| 127 | 76.2 | 68.3009147531923 | 7.89908524680774 |
| 128 | 75.04 | 65.4052437311657 | 9.63475626883429 |
| 129 | 74 | 67.5535971171241 | 6.44640288287593 |
| 130 | 75.49 | 70.1630775575097 | 5.32692244249031 |
| 131 | 77.14 | 69.6686789836907 | 7.47132101630926 |
| 132 | 76.15 | 69.6163390968917 | 6.53366090310827 |
| 133 | 76.27 | 71.7952357640503 | 4.47476423594968 |
| 134 | 78.19 | 71.3869171991662 | 6.80308280083382 |
| 135 | 76.49 | 71.6040617104335 | 4.88593828956655 |
| 136 | 77.31 | 72.992203094779 | 4.317796905221 |
| 137 | 76.65 | 72.1295877772106 | 4.52041222278942 |
| 138 | 74.99 | 70.3844252670642 | 4.60557473293581 |
| 139 | 73.51 | 68.3009147531923 | 5.20908524680774 |
| 140 | 72.07 | 66.8911152113346 | 5.1788847886654 |
| 141 | 70.59 | 68.2139844416436 | 2.37601555835645 |
| 142 | 71.96 | 69.4751740944685 | 2.48482590553145 |
| 143 | 76.29 | 73.300809268548 | 2.98919073145205 |
| 144 | 74.86 | 75.0095022471343 | -0.149502247134282 |
| 145 | 74.93 | 75.4823983259508 | -0.552398325950819 |
| 146 | 71.9 | 77.4129515354066 | -5.51295153540655 |
| 147 | 71.01 | 79.0609352497994 | -8.0509352497994 |
| 148 | 77.47 | 80.4215604956233 | -2.95156049562333 |
| 149 | 75.78 | 81.3750103204835 | -5.59501032048352 |
| 150 | 76.6 | 80.1526544422484 | -3.55265444224839 |
| 151 | 76.07 | 77.9590793742899 | -1.88907937428989 |
| 152 | 74.57 | 76.2466023086941 | -1.67660230869411 |
| 153 | 73.02 | 75.3131481802281 | -2.29314818022813 |
| 154 | 72.65 | 74.5106274439297 | -1.86062744392969 |
| 155 | 73.16 | 73.603486792286 | -0.443486792286066 |
| 156 | 71.53 | 75.339695909394 | -3.80969590939403 |
| 157 | 69.78 | 74.1891398154335 | -4.40913981543348 |
| 158 | 67.98 | 75.0190474840234 | -7.03904748402339 |
| 159 | 69.96 | 74.9885467485959 | -5.02854674859587 |
| 160 | 72.16 | 74.0928486356448 | -1.93284863564484 |
| 161 | 70.47 | 75.1838791531133 | -4.71387915311326 |
| 162 | 68.86 | 74.9245881231357 | -6.06458812313571 |
| 163 | 67.37 | 73.2538196870885 | -5.88381968708847 |
| 164 | 65.87 | 72.2842783615771 | -6.41427836157712 |
| 165 | 72.16 | 73.304470068148 | -1.144470068148 |
| 166 | 71.34 | 74.2904983357565 | -2.95049833575653 |
| 167 | 69.93 | 74.7591646101952 | -4.82916461019517 |
| 168 | 68.44 | 75.4497604634806 | -7.00976046348062 |
| 169 | 67.16 | 74.9595916940396 | -7.79959169403957 |
| 170 | 66.01 | 75.1841443151533 | -9.17414431515326 |
| 171 | 67.25 | 75.0710951641608 | -7.82109516416079 |
| 172 | 70.91 | 75.165978037989 | -4.25597803798901 |
| 173 | 69.75 | 73.5604269803362 | -3.81042698033616 |
| 174 | 68.59 | 71.870296747233 | -3.28029674723305 |
| 175 | 67.48 | 66.4023011951987 | 1.07769880480128 |
| 176 | 66.31 | 63.9468883895185 | 2.36311161048151 |
| 177 | 64.81 | 64.14159594044 | 0.668404059560002 |
| 178 | 66.58 | 65.3752694547434 | 1.20473054525664 |
| 179 | 65.97 | 67.2747749323076 | -1.30477493230757 |
| 180 | 64.7 | 66.7546606906406 | -2.05466069064059 |
| 181 | 64.7 | 67.3376213235437 | -2.63762132354373 |
| 182 | 60.94 | 67.3970771135276 | -6.45707711352756 |
| 183 | 59.08 | 67.834350732968 | -8.754350732968 |
| 184 | 58.42 | 66.5809428192356 | -8.16094281923557 |
| 185 | 57.77 | 67.5343926440958 | -9.76439264409577 |
| 186 | 57.11 | 65.2389073635164 | -8.12890736351645 |
| 187 | 53.31 | 62.192332001387 | -8.88233200138693 |
| 188 | 49.96 | 60.8925970136158 | -10.9325970136158 |
| 189 | 49.4 | 59.8765944695849 | -10.4765944695849 |
| 190 | 48.84 | 59.4868158111112 | -10.6468158111112 |
| 191 | 48.3 | 59.5152238692035 | -11.2152238692035 |
| 192 | 47.74 | 59.5729485364911 | -11.8329485364911 |
| 193 | 47.24 | 58.6425215507037 | -11.4025215507037 |
| 194 | 46.76 | 60.9032684224192 | -14.1432684224192 |
| 195 | 46.29 | 63.1841233228099 | -16.8941233228099 |
| 196 | 48.9 | 62.8662641188134 | -13.9662641188134 |
| 197 | 49.23 | 63.5170364199355 | -14.2870364199355 |
| 198 | 48.53 | 62.707422619525 | -14.1774226195251 |
| 199 | 48.03 | 59.3306535951358 | -11.3006535951358 |
| 200 | 54.34 | 57.7832733606699 | -3.44327336066988 |
| 201 | 53.79 | 58.6658843746325 | -4.87588437463253 |
| 202 | 53.24 | 57.3680731449445 | -4.12807314494447 |
| 203 | 52.96 | 60.6709016871126 | -7.71090168711262 |
| 204 | 52.17 | 62.764820605002 | -10.594820605002 |
| 205 | 51.7 | 63.5403942075566 | -11.8403942075566 |
| 206 | 58.55 | 63.0220110885859 | -4.47201108858591 |
| 207 | 78.2 | 64.6424786644571 | 13.5575213355429 |
| 208 | 77.03 | 63.9393935211576 | 13.0906064788424 |
| 209 | 76.19 | 64.09487532889 | 12.0951246711099 |
| 210 | 77.15 | 64.495971623432 | 12.654028376568 |
| 211 | 75.87 | 81.1509514428008 | -5.28095144280078 |
| 212 | 95.47 | 112.265227633528 | -16.7952276335282 |
| 213 | 109.67 | 112.735096569666 | -3.06509656966618 |
| 214 | 112.28 | 113.363415036493 | -1.08341503649331 |
| 215 | 112.01 | 117.051469517964 | -5.04146951796449 |
| 216 | 107.93 | 115.100516073172 | -7.17051607317195 |
| 217 | 105.96 | 114.940540965991 | -8.98054096599066 |
| 218 | 105.06 | 109.937027267992 | -4.87702726799167 |
| 219 | 102.98 | 108.475687329439 | -5.49568732943858 |
| 220 | 102.2 | 107.084698723098 | -4.88469872309792 |
| 221 | 105.23 | 106.249599544051 | -1.01959954405115 |
| 222 | 101.85 | 104.697050003556 | -2.84705000355627 |
| 223 | 99.89 | 100.02702246865 | -0.137022468649668 |
| 224 | 96.23 | 100.460804207742 | -4.23080420774224 |
| 225 | 94.76 | 100.022640572666 | -5.26264057266589 |
| 226 | 91.51 | 97.2664740013306 | -5.75647400133062 |
| 227 | 91.63 | 98.6706889855052 | -7.04068898550522 |
| 228 | 91.54 | 97.7653488045352 | -6.2253488045352 |
| 229 | 85.23 | 92.3497912397196 | -7.11979123971959 |
| 230 | 87.83 | 92.2166340600519 | -4.38663406005191 |
| 231 | 87.38 | 93.1216820343603 | -5.74168203436033 |
| 232 | 84.44 | 91.7582095665413 | -7.31820956654132 |
| 233 | 85.19 | 89.107045245066 | -3.91704524506594 |
| 234 | 84.03 | 87.6095279816143 | -3.57952798161434 |
| 235 | 86.73 | 82.224080845145 | 4.50591915485505 |
| 236 | 102.52 | 82.2726366449345 | 20.2473633550655 |
| 237 | 104.45 | 81.7794407328149 | 22.6705592671851 |
| 238 | 106.98 | 82.9305658315533 | 24.0494341684468 |
| 239 | 107.02 | 84.0596194305114 | 22.9603805694886 |
| 240 | 99.26 | 85.5206671624029 | 13.7393328375971 |
| 241 | 94.45 | 84.7278208692238 | 9.72217913077624 |
| 242 | 113.44 | 84.677212105121 | 28.762787894879 |
| 243 | 157.33 | 92.0760687705378 | 65.2539312294622 |
| 244 | 147.38 | 101.856632403985 | 45.5233675960148 |
| 245 | 171.89 | 107.40527736196 | 64.4847226380397 |
| 246 | 171.95 | 114.850505118044 | 57.0994948819565 |
| 247 | 132.71 | 116.564221720159 | 16.1457782798413 |
| 248 | 126.02 | 117.465777814119 | 8.55422218588076 |
| 249 | 121.18 | 117.110162594608 | 4.06983740539218 |
| 250 | 115.45 | 111.767479002238 | 3.68252099776213 |
| 251 | 110.48 | 112.12608072259 | -1.64608072258993 |
| 252 | 117.85 | 109.019449459888 | 8.83055054011172 |
| 253 | 117.63 | 104.677021297417 | 12.9529787025832 |
| 254 | 124.65 | 102.755315113842 | 21.8946848861578 |
| 255 | 109.59 | 106.411976940315 | 3.17802305968485 |
| 256 | 111.27 | 103.645181407892 | 7.62481859210777 |
| 257 | 99.78 | 101.04904936346 | -1.26904936346014 |
| 258 | 98.21 | 97.185144187147 | 1.02485581285297 |
| 259 | 99.2 | 92.9828910071084 | 6.2171089928916 |
| 260 | 97.97 | 90.9127041407312 | 7.0572958592688 |
| 261 | 89.55 | 89.6765724885271 | -0.126572488527141 |
| 262 | 87.91 | 87.3056318564949 | 0.604368143505085 |
| 263 | 93.34 | 89.5353309963189 | 3.80466900368113 |
| 264 | 94.42 | 89.3454104169116 | 5.07458958308835 |
| 265 | 93.2 | 88.4424995696459 | 4.75750043035408 |
| 266 | 90.29 | 87.7590196195453 | 2.53098038045469 |
| 267 | 91.46 | 91.0854877837586 | 0.374512216241441 |
| 268 | 89.98 | 90.079725116721 | -0.099725116720939 |
| 269 | 88.35 | 90.5103683096699 | -2.16036830966987 |
| 270 | 88.41 | 87.1417536267464 | 1.26824637325362 |
| 271 | 82.44 | 83.3247263860108 | -0.884726386010784 |
| 272 | 79.89 | 83.318249908757 | -3.42824990875702 |
| 273 | 75.69 | 83.4304090441136 | -7.74040904411359 |
| 274 | 75.66 | 86.7277929475403 | -11.0677929475403 |
| 275 | 84.5 | 85.5454909106803 | -1.04549091068026 |
| 276 | 96.73 | 86.6213127032687 | 10.1086872967313 |
| 277 | 87.48 | 91.3316941144187 | -3.85169411441871 |
| 278 | 82.39 | 94.610538111435 | -12.2205381114351 |
| 279 | 83.48 | 95.405521531657 | -11.9255215316569 |
| 280 | 79.31 | 93.3266294622751 | -14.0166294622751 |
| 281 | 78.16 | 91.5009492964491 | -13.3409492964491 |
| 282 | 72.77 | 87.4169150119628 | -14.6469150119628 |
| 283 | 72.45 | 84.0401459875736 | -11.5901459875736 |
| 284 | 68.46 | 83.7585081251033 | -15.2985081251033 |
| 285 | 67.62 | 81.9445375639447 | -14.3245375639447 |
| 286 | 68.76 | 82.1876300914688 | -13.4276300914688 |
| 287 | 70.07 | 82.9589738896456 | -12.8889738896456 |
| 288 | 68.55 | 82.9066340028466 | -14.3566340028466 |
| 289 | 65.3 | 82.6365943415787 | -17.3365943415787 |
| 290 | 58.96 | 81.9531143914781 | -22.9931143914781 |
| 291 | 59.17 | 83.6286142443926 | -24.4586142443926 |
| 292 | 62.37 | 80.7792702964047 | -18.4092702964047 |
| 293 | 66.28 | 79.5589451780549 | -13.2789451780549 |
| 294 | 55.62 | 79.8499769185103 | -24.2299769185103 |
| 295 | 55.23 | 74.4370136435193 | -19.2070136435193 |
| 296 | 55.85 | 72.8070849934884 | -16.9570849934884 |
| 297 | 56.75 | 73.304470068148 | -16.554470068148 |
| 298 | 50.89 | 73.8777562579318 | -22.9877562579318 |
| 299 | 53.88 | 75.942358566626 | -22.0623585666259 |
| 300 | 52.95 | 74.6793085848745 | -21.7293085848745 |
| 301 | 55.08 | 74.7119464473448 | -19.6319464473448 |
| 302 | 53.61 | 74.4962408521121 | -20.8862408521121 |
| 303 | 58.78 | 74.1080303159032 | -15.3280303159032 |
| 304 | 61.85 | 76.5968172411146 | -14.7468172411146 |
| 305 | 55.91 | 77.1925572651934 | -21.2825572651934 |
| 306 | 53.32 | 73.8514587207915 | -20.5314587207915 |
| 307 | 46.41 | 71.1350770209218 | -24.7250770209218 |
| 308 | 44.57 | 69.5876967864559 | -25.0176967864558 |
| 309 | 50 | 70.4427916618968 | -20.4427916618969 |
| 310 | 50 | 69.9429484493365 | -19.9429484493365 |
| 311 | 53.36 | 73.0256478833315 | -19.6656478833315 |
| 312 | 46.23 | 72.6155981957511 | -26.3855981957511 |
| 313 | 50.45 | 76.4454631742084 | -25.9954631742084 |
| 314 | 49.07 | 73.8908858046359 | -24.8208858046359 |
| 315 | 45.85 | 76.144224566505 | -30.294224566505 |
| 316 | 48.45 | 77.4773336738073 | -29.0273336738072 |
| 317 | 49.96 | 75.1563630145916 | -25.1963630145916 |
| 318 | 46.53 | 73.65884575114 | -27.12884575114 |
| 319 | 50.51 | 70.2270444497074 | -19.7170444497075 |
| 320 | 47.58 | 69.3675676782827 | -21.7875676782827 |
| 321 | 48.05 | 70.3877593848536 | -22.3377593848536 |
| 322 | 46.84 | 68.6496899388192 | -21.8096899388192 |
| 323 | 47.67 | 70.191485615602 | -22.521485615602 |
| 324 | 49.16 | 73.633695321052 | -24.473695321052 |
| 325 | 55.54 | 73.5012363523923 | -17.9612363523923 |
| 326 | 55.82 | 72.019788385164 | -16.199788385164 |
| 327 | 58.22 | 76.1167084279833 | -17.8967084279833 |
| 328 | 56.19 | 74.7257198216427 | -18.5357198216427 |
| 329 | 57.77 | 72.2396523312972 | -14.4696523312972 |
| 330 | 63.19 | 68.6784246787222 | -5.48842467872216 |
| 331 | 54.76 | 68.4109793072789 | -13.6509793072789 |
| 332 | 55.74 | 68.1843737218519 | -12.4443737218519 |
| 333 | 62.54 | 69.1495331513795 | -6.6095331513795 |
| 334 | 61.39 | 69.0624320166439 | -7.67243201664386 |
| 335 | 69.6 | 70.1639694770804 | -0.563969477080367 |
| 336 | 79.23 | 70.9095976074091 | 8.32040239259092 |
| 337 | 80 | 77.8212701002907 | 2.1787298997093 |
| 338 | 93.68 | 74.3311440209823 | 19.3488559790178 |
| 339 | 107.63 | 78.23545109415 | 29.39454890585 |
| 340 | 100.18 | 83.861077810829 | 16.318922189171 |
| 341 | 97.3 | 85.9426893150767 | 11.3573106849233 |
| 342 | 90.45 | 87.0041729341382 | 3.44582706586185 |
| 343 | 80.64 | 80.9583384731493 | -0.31833847314925 |
| 344 | 80.58 | 84.8041213889259 | -4.22412138892589 |
| 345 | 75.82 | 84.9162805242824 | -9.09628052428245 |
| 346 | 85.59 | 85.7647280992827 | -0.174728099282747 |
| 347 | 89.35 | 84.3347808157279 | 5.01521918427214 |
| 348 | 89.42 | 83.5395051888444 | 5.88049481115558 |
| 349 | 104.73 | 82.8567234497519 | 21.8732765502481 |
| 350 | 95.32 | 80.7699204350473 | 14.5500795649527 |
| 351 | 89.27 | 86.2701635424706 | 2.99983645752943 |
| 352 | 90.44 | 85.2919170139546 | 5.1480829860454 |
| 353 | 86.97 | 86.4930120855096 | 0.4769879144904 |
| 354 | 79.98 | 79.9050091955536 | 0.0749908044464296 |
| 355 | 81.22 | 76.005433539253 | 5.21456646074696 |
| 356 | 87.35 | 76.9345057717352 | 10.4154942282648 |
| 357 | 83.64 | 77.3768585693516 | 6.26314143064845 |
| 358 | 82.22 | 77.2622412960943 | 4.95775870390574 |
| 359 | 94.4 | 80.6201021153057 | 13.7798978846943 |
| 360 | 102.18 | 80.1825362892037 | 21.9974637107963 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 16 | 5.18963120583991e-05 | 0.000103792624116798 | 0.999948103687942 |
| 17 | 2.51154830848644e-05 | 5.02309661697287e-05 | 0.999974884516915 |
| 18 | 6.42587414054389e-05 | 0.000128517482810878 | 0.999935741258595 |
| 19 | 2.26694552569019e-05 | 4.53389105138037e-05 | 0.999977330544743 |
| 20 | 4.673566709567e-06 | 9.34713341913399e-06 | 0.99999532643329 |
| 21 | 7.91707201247116e-07 | 1.58341440249423e-06 | 0.999999208292799 |
| 22 | 1.44396725525702e-07 | 2.88793451051404e-07 | 0.999999855603274 |
| 23 | 3.26154533550657e-08 | 6.52309067101315e-08 | 0.999999967384547 |
| 24 | 7.67346057075145e-09 | 1.53469211415029e-08 | 0.99999999232654 |
| 25 | 1.17582657346135e-08 | 2.3516531469227e-08 | 0.999999988241734 |
| 26 | 1.6002087985049e-08 | 3.2004175970098e-08 | 0.999999983997912 |
| 27 | 1.55778827711787e-06 | 3.11557655423573e-06 | 0.999998442211723 |
| 28 | 5.4232602349184e-06 | 1.08465204698368e-05 | 0.999994576739765 |
| 29 | 4.34436015120356e-06 | 8.68872030240712e-06 | 0.999995655639849 |
| 30 | 1.87726745576694e-06 | 3.75453491153388e-06 | 0.999998122732544 |
| 31 | 8.68112461024562e-07 | 1.73622492204912e-06 | 0.999999131887539 |
| 32 | 5.38799822884875e-07 | 1.07759964576975e-06 | 0.999999461200177 |
| 33 | 2.22979016002532e-07 | 4.45958032005065e-07 | 0.999999777020984 |
| 34 | 8.02359263401521e-08 | 1.60471852680304e-07 | 0.999999919764074 |
| 35 | 2.6689441598319e-08 | 5.3378883196638e-08 | 0.999999973310558 |
| 36 | 8.30006200641431e-09 | 1.66001240128286e-08 | 0.999999991699938 |
| 37 | 2.9376763120841e-09 | 5.8753526241682e-09 | 0.999999997062324 |
| 38 | 1.06997352318554e-09 | 2.13994704637107e-09 | 0.999999998930026 |
| 39 | 3.09174403347255e-10 | 6.1834880669451e-10 | 0.999999999690826 |
| 40 | 1.58149686341625e-10 | 3.1629937268325e-10 | 0.99999999984185 |
| 41 | 6.76539886637421e-11 | 1.35307977327484e-10 | 0.999999999932346 |
| 42 | 2.05612550192956e-11 | 4.11225100385911e-11 | 0.999999999979439 |
| 43 | 5.77161596125398e-12 | 1.1543231922508e-11 | 0.999999999994228 |
| 44 | 1.60452503366752e-12 | 3.20905006733505e-12 | 0.999999999998396 |
| 45 | 4.51766516542131e-13 | 9.03533033084262e-13 | 0.999999999999548 |
| 46 | 1.3062014593244e-13 | 2.6124029186488e-13 | 0.99999999999987 |
| 47 | 3.67569791602145e-14 | 7.35139583204291e-14 | 0.999999999999963 |
| 48 | 1.13607168265878e-14 | 2.27214336531757e-14 | 0.999999999999989 |
| 49 | 3.09501980290927e-15 | 6.19003960581853e-15 | 0.999999999999997 |
| 50 | 9.21361740086447e-16 | 1.84272348017289e-15 | 1 |
| 51 | 3.99601839633735e-16 | 7.9920367926747e-16 | 1 |
| 52 | 1.56723517868389e-16 | 3.13447035736778e-16 | 1 |
| 53 | 6.16402414356754e-17 | 1.23280482871351e-16 | 1 |
| 54 | 1.77802071754255e-17 | 3.5560414350851e-17 | 1 |
| 55 | 5.29236829437223e-18 | 1.05847365887445e-17 | 1 |
| 56 | 1.53154484457705e-18 | 3.0630896891541e-18 | 1 |
| 57 | 4.69328612572528e-19 | 9.38657225145057e-19 | 1 |
| 58 | 1.60315533741755e-19 | 3.2063106748351e-19 | 1 |
| 59 | 9.28515155856437e-20 | 1.85703031171287e-19 | 1 |
| 60 | 2.88747835739499e-20 | 5.77495671478998e-20 | 1 |
| 61 | 8.59494728030051e-21 | 1.7189894560601e-20 | 1 |
| 62 | 2.74647813418337e-21 | 5.49295626836673e-21 | 1 |
| 63 | 1.08240303623408e-21 | 2.16480607246816e-21 | 1 |
| 64 | 4.35442846229815e-22 | 8.7088569245963e-22 | 1 |
| 65 | 1.53594530776134e-22 | 3.07189061552268e-22 | 1 |
| 66 | 4.39852524237e-23 | 8.79705048473999e-23 | 1 |
| 67 | 1.34555646132238e-23 | 2.69111292264477e-23 | 1 |
| 68 | 3.93553829921205e-24 | 7.87107659842409e-24 | 1 |
| 69 | 1.20416868208436e-24 | 2.40833736416873e-24 | 1 |
| 70 | 7.27895635690834e-25 | 1.45579127138167e-24 | 1 |
| 71 | 2.38523377141138e-25 | 4.77046754282276e-25 | 1 |
| 72 | 6.67311221772143e-26 | 1.33462244354429e-25 | 1 |
| 73 | 2.75606600944051e-26 | 5.51213201888101e-26 | 1 |
| 74 | 1.20025655030205e-26 | 2.4005131006041e-26 | 1 |
| 75 | 5.03313399320444e-27 | 1.00662679864089e-26 | 1 |
| 76 | 1.46948752516678e-27 | 2.93897505033356e-27 | 1 |
| 77 | 4.14241786883556e-28 | 8.28483573767112e-28 | 1 |
| 78 | 1.50299389760438e-28 | 3.00598779520877e-28 | 1 |
| 79 | 7.39850870186198e-29 | 1.4797017403724e-28 | 1 |
| 80 | 5.41342599189983e-29 | 1.08268519837997e-28 | 1 |
| 81 | 2.03554011202469e-29 | 4.07108022404938e-29 | 1 |
| 82 | 9.81310005616651e-30 | 1.9626200112333e-29 | 1 |
| 83 | 5.57051569194283e-30 | 1.11410313838857e-29 | 1 |
| 84 | 4.92580109034687e-30 | 9.85160218069373e-30 | 1 |
| 85 | 1.0597321846106e-29 | 2.1194643692212e-29 | 1 |
| 86 | 3.12733191601702e-29 | 6.25466383203404e-29 | 1 |
| 87 | 5.49200008452016e-29 | 1.09840001690403e-28 | 1 |
| 88 | 1.04957178019136e-28 | 2.09914356038271e-28 | 1 |
| 89 | 1.67295701038803e-28 | 3.34591402077607e-28 | 1 |
| 90 | 4.31962099975699e-28 | 8.63924199951397e-28 | 1 |
| 91 | 2.08205972556538e-27 | 4.16411945113075e-27 | 1 |
| 92 | 3.36405008092439e-27 | 6.72810016184878e-27 | 1 |
| 93 | 5.52040481134599e-27 | 1.1040809622692e-26 | 1 |
| 94 | 3.31181240574098e-26 | 6.62362481148196e-26 | 1 |
| 95 | 2.44960402168166e-25 | 4.89920804336331e-25 | 1 |
| 96 | 1.00161386134852e-24 | 2.00322772269704e-24 | 1 |
| 97 | 1.17420310685948e-23 | 2.34840621371896e-23 | 1 |
| 98 | 1.38488836594398e-22 | 2.76977673188796e-22 | 1 |
| 99 | 4.09872071189961e-22 | 8.19744142379922e-22 | 1 |
| 100 | 3.892434273745e-21 | 7.78486854749e-21 | 1 |
| 101 | 6.67279407384903e-20 | 1.33455881476981e-19 | 1 |
| 102 | 4.16202172439838e-19 | 8.32404344879676e-19 | 1 |
| 103 | 3.46596825322348e-18 | 6.93193650644695e-18 | 1 |
| 104 | 2.96430311722545e-17 | 5.9286062344509e-17 | 1 |
| 105 | 1.32288840157809e-16 | 2.64577680315618e-16 | 1 |
| 106 | 1.2772867648596e-15 | 2.5545735297192e-15 | 0.999999999999999 |
| 107 | 3.96922707665424e-15 | 7.93845415330848e-15 | 0.999999999999996 |
| 108 | 8.86253045815531e-15 | 1.77250609163106e-14 | 0.99999999999999 |
| 109 | 1.32762742640232e-14 | 2.65525485280464e-14 | 0.999999999999987 |
| 110 | 2.4813023472439e-14 | 4.9626046944878e-14 | 0.999999999999975 |
| 111 | 1.31534321453678e-14 | 2.63068642907356e-14 | 0.999999999999987 |
| 112 | 6.95576877554006e-15 | 1.39115375510801e-14 | 0.999999999999993 |
| 113 | 4.18609131714761e-15 | 8.37218263429522e-15 | 0.999999999999996 |
| 114 | 2.32357517053765e-15 | 4.6471503410753e-15 | 0.999999999999998 |
| 115 | 1.31612166027676e-15 | 2.63224332055353e-15 | 0.999999999999999 |
| 116 | 8.1002638158965e-16 | 1.6200527631793e-15 | 1 |
| 117 | 5.37997902358506e-16 | 1.07599580471701e-15 | 1 |
| 118 | 3.03995640541809e-16 | 6.07991281083619e-16 | 1 |
| 119 | 1.60228932396498e-16 | 3.20457864792996e-16 | 1 |
| 120 | 7.58304906215372e-17 | 1.51660981243074e-16 | 1 |
| 121 | 3.53780401597831e-17 | 7.07560803195662e-17 | 1 |
| 122 | 1.64929058406812e-17 | 3.29858116813624e-17 | 1 |
| 123 | 7.4698593810051e-18 | 1.49397187620102e-17 | 1 |
| 124 | 3.45899815183015e-18 | 6.9179963036603e-18 | 1 |
| 125 | 1.63932738949679e-18 | 3.27865477899358e-18 | 1 |
| 126 | 7.92380920280172e-19 | 1.58476184056034e-18 | 1 |
| 127 | 4.35894422246986e-19 | 8.71788844493971e-19 | 1 |
| 128 | 2.64262691448225e-19 | 5.2852538289645e-19 | 1 |
| 129 | 1.52445710674569e-19 | 3.04891421349138e-19 | 1 |
| 130 | 8.34849053315783e-20 | 1.66969810663157e-19 | 1 |
| 131 | 4.45580339968705e-20 | 8.9116067993741e-20 | 1 |
| 132 | 2.30137172972319e-20 | 4.60274345944638e-20 | 1 |
| 133 | 1.25061450632779e-20 | 2.50122901265558e-20 | 1 |
| 134 | 6.4338900929172e-21 | 1.28677801858344e-20 | 1 |
| 135 | 3.10111086102699e-21 | 6.20222172205398e-21 | 1 |
| 136 | 1.47873791242097e-21 | 2.95747582484194e-21 | 1 |
| 137 | 7.03052320218642e-22 | 1.40610464043728e-21 | 1 |
| 138 | 3.52108374849593e-22 | 7.04216749699185e-22 | 1 |
| 139 | 2.03884414463815e-22 | 4.07768828927631e-22 | 1 |
| 140 | 1.28179965433677e-22 | 2.56359930867355e-22 | 1 |
| 141 | 9.1957947179423e-23 | 1.83915894358846e-22 | 1 |
| 142 | 6.10994073622492e-23 | 1.22198814724498e-22 | 1 |
| 143 | 3.05734223826644e-23 | 6.11468447653288e-23 | 1 |
| 144 | 1.62292977658631e-23 | 3.24585955317261e-23 | 1 |
| 145 | 1.01592052178426e-23 | 2.03184104356853e-23 | 1 |
| 146 | 9.7129099667666e-24 | 1.94258199335332e-23 | 1 |
| 147 | 1.10515079991313e-23 | 2.21030159982626e-23 | 1 |
| 148 | 5.59878937121208e-24 | 1.11975787424242e-23 | 1 |
| 149 | 3.43308215174256e-24 | 6.86616430348513e-24 | 1 |
| 150 | 1.86133954603473e-24 | 3.72267909206947e-24 | 1 |
| 151 | 1.06283001602237e-24 | 2.12566003204474e-24 | 1 |
| 152 | 6.4914093019899e-25 | 1.29828186039798e-24 | 1 |
| 153 | 4.43279513199205e-25 | 8.8655902639841e-25 | 1 |
| 154 | 3.11593639197761e-25 | 6.23187278395522e-25 | 1 |
| 155 | 1.87809762687811e-25 | 3.75619525375623e-25 | 1 |
| 156 | 1.37660158691251e-25 | 2.75320317382503e-25 | 1 |
| 157 | 1.50976925471035e-25 | 3.0195385094207e-25 | 1 |
| 158 | 2.01615019406697e-25 | 4.03230038813394e-25 | 1 |
| 159 | 1.54665683756385e-25 | 3.0933136751277e-25 | 1 |
| 160 | 9.32231469074225e-26 | 1.86446293814845e-25 | 1 |
| 161 | 6.83977135461397e-26 | 1.36795427092279e-25 | 1 |
| 162 | 7.02707692816782e-26 | 1.40541538563356e-25 | 1 |
| 163 | 9.70475497538821e-26 | 1.94095099507764e-25 | 1 |
| 164 | 1.56733288194411e-25 | 3.13466576388823e-25 | 1 |
| 165 | 9.8040694752258e-26 | 1.96081389504516e-25 | 1 |
| 166 | 7.14376001898599e-26 | 1.4287520037972e-25 | 1 |
| 167 | 6.27719788816006e-26 | 1.25543957763201e-25 | 1 |
| 168 | 6.52068861042422e-26 | 1.30413772208484e-25 | 1 |
| 169 | 9.88786430283924e-26 | 1.97757286056785e-25 | 1 |
| 170 | 1.51962518866645e-25 | 3.03925037733289e-25 | 1 |
| 171 | 1.56007989155467e-25 | 3.12015978310933e-25 | 1 |
| 172 | 1.05032124933593e-25 | 2.10064249867186e-25 | 1 |
| 173 | 6.7770230115965e-26 | 1.3554046023193e-25 | 1 |
| 174 | 4.82374183464648e-26 | 9.64748366929295e-26 | 1 |
| 175 | 3.64252821806194e-26 | 7.28505643612387e-26 | 1 |
| 176 | 2.98115307854065e-26 | 5.96230615708131e-26 | 1 |
| 177 | 2.86860179347607e-26 | 5.73720358695214e-26 | 1 |
| 178 | 2.38627206964378e-26 | 4.77254413928757e-26 | 1 |
| 179 | 2.06193101334623e-26 | 4.12386202669246e-26 | 1 |
| 180 | 1.73579709948586e-26 | 3.47159419897173e-26 | 1 |
| 181 | 1.79460983944307e-26 | 3.58921967888615e-26 | 1 |
| 182 | 2.61166773263698e-26 | 5.22333546527397e-26 | 1 |
| 183 | 4.94956490586285e-26 | 9.8991298117257e-26 | 1 |
| 184 | 1.12921983054959e-25 | 2.25843966109917e-25 | 1 |
| 185 | 2.70758830766754e-25 | 5.41517661533508e-25 | 1 |
| 186 | 5.90160813232903e-25 | 1.18032162646581e-24 | 1 |
| 187 | 2.48515546082943e-24 | 4.97031092165885e-24 | 1 |
| 188 | 1.70413784338449e-23 | 3.40827568676897e-23 | 1 |
| 189 | 1.02326326605829e-22 | 2.04652653211658e-22 | 1 |
| 190 | 5.85526173036527e-22 | 1.17105234607305e-21 | 1 |
| 191 | 2.82583578397757e-21 | 5.65167156795514e-21 | 1 |
| 192 | 1.09335754098541e-20 | 2.18671508197081e-20 | 1 |
| 193 | 4.56999363777742e-20 | 9.13998727555484e-20 | 1 |
| 194 | 1.78243953390229e-19 | 3.56487906780458e-19 | 1 |
| 195 | 7.99721579214364e-19 | 1.59944315842873e-18 | 1 |
| 196 | 2.19044730936423e-18 | 4.38089461872847e-18 | 1 |
| 197 | 5.1288477025975e-18 | 1.0257695405195e-17 | 1 |
| 198 | 1.24618661638414e-17 | 2.49237323276827e-17 | 1 |
| 199 | 2.59844014219362e-17 | 5.19688028438725e-17 | 1 |
| 200 | 2.69712704203838e-17 | 5.39425408407675e-17 | 1 |
| 201 | 2.94828077066388e-17 | 5.89656154132777e-17 | 1 |
| 202 | 3.19107228447843e-17 | 6.38214456895687e-17 | 1 |
| 203 | 3.52102381622202e-17 | 7.04204763244404e-17 | 1 |
| 204 | 4.16952074558064e-17 | 8.33904149116127e-17 | 1 |
| 205 | 6.21736160301492e-17 | 1.24347232060298e-16 | 1 |
| 206 | 4.31225895502493e-17 | 8.62451791004986e-17 | 1 |
| 207 | 7.61599617109e-17 | 1.523199234218e-16 | 1 |
| 208 | 1.39655564996317e-16 | 2.79311129992634e-16 | 1 |
| 209 | 2.25944760524576e-16 | 4.51889521049152e-16 | 1 |
| 210 | 4.06791929539646e-16 | 8.13583859079292e-16 | 1 |
| 211 | 2.40517922787787e-16 | 4.81035845575575e-16 | 1 |
| 212 | 4.57722510402019e-16 | 9.15445020804039e-16 | 1 |
| 213 | 3.36533397645184e-16 | 6.73066795290368e-16 | 1 |
| 214 | 2.55676651821806e-16 | 5.11353303643612e-16 | 1 |
| 215 | 2.64598774185819e-16 | 5.29197548371639e-16 | 1 |
| 216 | 3.41949281492433e-16 | 6.83898562984866e-16 | 1 |
| 217 | 4.48142445024344e-16 | 8.96284890048687e-16 | 1 |
| 218 | 4.84911408327072e-16 | 9.69822816654145e-16 | 1 |
| 219 | 4.87130266334066e-16 | 9.74260532668133e-16 | 1 |
| 220 | 3.94936803956813e-16 | 7.89873607913625e-16 | 1 |
| 221 | 3.08091037228281e-16 | 6.16182074456562e-16 | 1 |
| 222 | 2.30006693167917e-16 | 4.60013386335835e-16 | 1 |
| 223 | 1.41803675397732e-16 | 2.83607350795464e-16 | 1 |
| 224 | 1.00093008919475e-16 | 2.0018601783895e-16 | 1 |
| 225 | 7.15666146398064e-17 | 1.43133229279613e-16 | 1 |
| 226 | 4.98812976062328e-17 | 9.97625952124656e-17 | 1 |
| 227 | 4.24739928367956e-17 | 8.49479856735913e-17 | 1 |
| 228 | 3.64823370188462e-17 | 7.29646740376925e-17 | 1 |
| 229 | 2.4528558951196e-17 | 4.9057117902392e-17 | 1 |
| 230 | 1.55554325831948e-17 | 3.11108651663896e-17 | 1 |
| 231 | 1.0142422772517e-17 | 2.02848455450339e-17 | 1 |
| 232 | 6.46818247366272e-18 | 1.29363649473254e-17 | 1 |
| 233 | 3.39589964059811e-18 | 6.79179928119622e-18 | 1 |
| 234 | 1.74827520508731e-18 | 3.49655041017461e-18 | 1 |
| 235 | 1.10935344796537e-18 | 2.21870689593074e-18 | 1 |
| 236 | 7.81301034050156e-18 | 1.56260206810031e-17 | 1 |
| 237 | 9.99825663003829e-17 | 1.99965132600766e-16 | 1 |
| 238 | 1.47207008570262e-15 | 2.94414017140525e-15 | 0.999999999999999 |
| 239 | 1.35643142461397e-14 | 2.71286284922795e-14 | 0.999999999999986 |
| 240 | 1.95551842110101e-14 | 3.91103684220201e-14 | 0.99999999999998 |
| 241 | 1.94995031319675e-14 | 3.89990062639349e-14 | 0.99999999999998 |
| 242 | 6.02266050144024e-13 | 1.20453210028805e-12 | 0.999999999999398 |
| 243 | 1.54549498132622e-06 | 3.09098996265243e-06 | 0.999998454505019 |
| 244 | 0.000107630667048716 | 0.000215261334097433 | 0.999892369332951 |
| 245 | 0.0355949739509772 | 0.0711899479019543 | 0.964405026049023 |
| 246 | 0.286983358863349 | 0.573966717726698 | 0.713016641136651 |
| 247 | 0.273127756809673 | 0.546255513619345 | 0.726872243190327 |
| 248 | 0.25492737233147 | 0.509854744662939 | 0.74507262766853 |
| 249 | 0.244044200994931 | 0.488088401989861 | 0.75595579900507 |
| 250 | 0.228553571231721 | 0.457107142463442 | 0.771446428768279 |
| 251 | 0.247440296959147 | 0.494880593918294 | 0.752559703040853 |
| 252 | 0.238765670521697 | 0.477531341043394 | 0.761234329478303 |
| 253 | 0.220401988951665 | 0.44080397790333 | 0.779598011048335 |
| 254 | 0.230319920540378 | 0.460639841080756 | 0.769680079459622 |
| 255 | 0.210764933532866 | 0.421529867065733 | 0.789235066467134 |
| 256 | 0.187927066858764 | 0.375854133717528 | 0.812072933141236 |
| 257 | 0.170760764293829 | 0.341521528587657 | 0.829239235706171 |
| 258 | 0.150586582463999 | 0.301173164927998 | 0.849413417536001 |
| 259 | 0.132056036730696 | 0.264112073461391 | 0.867943963269304 |
| 260 | 0.117226482445914 | 0.234452964891829 | 0.882773517554086 |
| 261 | 0.101460035671716 | 0.202920071343432 | 0.898539964328284 |
| 262 | 0.0878238438452649 | 0.17564768769053 | 0.912176156154735 |
| 263 | 0.0748914405714536 | 0.149782881142907 | 0.925108559428546 |
| 264 | 0.0635742192111566 | 0.127148438422313 | 0.936425780788843 |
| 265 | 0.0551492904317065 | 0.110298580863413 | 0.944850709568294 |
| 266 | 0.0467023866917098 | 0.0934047733834195 | 0.95329761330829 |
| 267 | 0.0389423040019564 | 0.0778846080039128 | 0.961057695998044 |
| 268 | 0.0325350350638389 | 0.0650700701276777 | 0.967464964936161 |
| 269 | 0.0269145222970294 | 0.0538290445940588 | 0.97308547770297 |
| 270 | 0.0229264450477082 | 0.0458528900954164 | 0.977073554952292 |
| 271 | 0.0190274126818178 | 0.0380548253636356 | 0.980972587318182 |
| 272 | 0.0156622763556494 | 0.0313245527112987 | 0.98433772364435 |
| 273 | 0.0132163899013163 | 0.0264327798026326 | 0.986783610098684 |
| 274 | 0.0121844153870358 | 0.0243688307740717 | 0.987815584612964 |
| 275 | 0.00964404771894773 | 0.0192880954378955 | 0.990355952281052 |
| 276 | 0.00858592980762341 | 0.0171718596152468 | 0.991414070192377 |
| 277 | 0.00689871503190425 | 0.0137974300638085 | 0.993101284968096 |
| 278 | 0.00810332651286998 | 0.01620665302574 | 0.99189667348713 |
| 279 | 0.00914881023780712 | 0.0182976204756142 | 0.990851189762193 |
| 280 | 0.0107082999656708 | 0.0214165999313415 | 0.98929170003433 |
| 281 | 0.0117738195681514 | 0.0235476391363028 | 0.988226180431849 |
| 282 | 0.0125923881285087 | 0.0251847762570175 | 0.987407611871491 |
| 283 | 0.0122924106562184 | 0.0245848213124368 | 0.987707589343782 |
| 284 | 0.0141161718026766 | 0.0282323436053532 | 0.985883828197323 |
| 285 | 0.0145306962763865 | 0.0290613925527731 | 0.985469303723613 |
| 286 | 0.014819366518157 | 0.029638733036314 | 0.985180633481843 |
| 287 | 0.0157995032494926 | 0.0315990064989852 | 0.984200496750507 |
| 288 | 0.0188358533650399 | 0.0376717067300799 | 0.98116414663496 |
| 289 | 0.0225656645373289 | 0.0451313290746579 | 0.977434335462671 |
| 290 | 0.0439461397638164 | 0.0878922795276327 | 0.956053860236184 |
| 291 | 0.0793023837904124 | 0.158604767580825 | 0.920697616209588 |
| 292 | 0.0817623259371199 | 0.16352465187424 | 0.91823767406288 |
| 293 | 0.072407032191268 | 0.144814064382536 | 0.927592967808732 |
| 294 | 0.0963036999412015 | 0.192607399882403 | 0.903696300058799 |
| 295 | 0.096735075823449 | 0.193470151646898 | 0.903264924176551 |
| 296 | 0.0887777091662573 | 0.177555418332515 | 0.911222290833743 |
| 297 | 0.08046872368538 | 0.16093744737076 | 0.91953127631462 |
| 298 | 0.0881248064696123 | 0.176249612939225 | 0.911875193530388 |
| 299 | 0.10402110814857 | 0.20804221629714 | 0.89597889185143 |
| 300 | 0.11648346616465 | 0.232966932329301 | 0.88351653383535 |
| 301 | 0.112228547932829 | 0.224457095865658 | 0.887771452067171 |
| 302 | 0.127555646955947 | 0.255111293911894 | 0.872444353044053 |
| 303 | 0.111807695636644 | 0.223615391273288 | 0.888192304363356 |
| 304 | 0.0968239779112 | 0.1936479558224 | 0.9031760220888 |
| 305 | 0.0936355363321003 | 0.187271072664201 | 0.9063644636679 |
| 306 | 0.0871642918683471 | 0.174328583736694 | 0.912835708131653 |
| 307 | 0.0915911509234214 | 0.183182301846843 | 0.908408849076579 |
| 308 | 0.0902391858598142 | 0.180478371719628 | 0.909760814140186 |
| 309 | 0.0805638320500445 | 0.161127664100089 | 0.919436167949955 |
| 310 | 0.0715473197411976 | 0.143094639482395 | 0.928452680258802 |
| 311 | 0.0707867866089944 | 0.141573573217989 | 0.929213213391006 |
| 312 | 0.0951495238529042 | 0.190299047705808 | 0.904850476147096 |
| 313 | 0.136297538802383 | 0.272595077604767 | 0.863702461197617 |
| 314 | 0.204871648392586 | 0.409743296785172 | 0.795128351607414 |
| 315 | 0.316342284936763 | 0.632684569873527 | 0.683657715063237 |
| 316 | 0.404648469858507 | 0.809296939717014 | 0.595351530141493 |
| 317 | 0.420306270178694 | 0.840612540357389 | 0.579693729821306 |
| 318 | 0.472159624804382 | 0.944319249608764 | 0.527840375195618 |
| 319 | 0.452219404829853 | 0.904438809659707 | 0.547780595170147 |
| 320 | 0.43455580629908 | 0.86911161259816 | 0.56544419370092 |
| 321 | 0.41861975665549 | 0.83723951331098 | 0.58138024334451 |
| 322 | 0.399892876359334 | 0.799785752718667 | 0.600107123640666 |
| 323 | 0.440929417491211 | 0.881858834982421 | 0.55907058250879 |
| 324 | 0.639675061395782 | 0.720649877208436 | 0.360324938604218 |
| 325 | 0.712542335730289 | 0.574915328539422 | 0.287457664269711 |
| 326 | 0.830682178480182 | 0.338635643039637 | 0.169317821519818 |
| 327 | 0.931046148326177 | 0.137907703347646 | 0.0689538516738228 |
| 328 | 0.966110275928785 | 0.0677794481424292 | 0.0338897240712146 |
| 329 | 0.968631921083622 | 0.0627361578327566 | 0.0313680789163783 |
| 330 | 0.952931447482542 | 0.0941371050349167 | 0.0470685525174583 |
| 331 | 0.953048442417423 | 0.093903115165153 | 0.0469515575825765 |
| 332 | 0.95583477423649 | 0.0883304515270223 | 0.0441652257635112 |
| 333 | 0.937166071502351 | 0.125667856995298 | 0.062833928497649 |
| 334 | 0.933594390119994 | 0.132811219760012 | 0.0664056098800058 |
| 335 | 0.947064416435707 | 0.105871167128586 | 0.0529355835642932 |
| 336 | 0.960116027790636 | 0.0797679444187281 | 0.039883972209364 |
| 337 | 0.993336017542524 | 0.0133279649149519 | 0.00666398245747595 |
| 338 | 0.98767037088675 | 0.0246592582264998 | 0.0123296291132499 |
| 339 | 0.990537834741802 | 0.0189243305163966 | 0.0094621652581983 |
| 340 | 0.986270229735653 | 0.027459540528694 | 0.013729770264347 |
| 341 | 0.981891281255978 | 0.0362174374880444 | 0.0181087187440222 |
| 342 | 0.988292823171497 | 0.0234143536570061 | 0.0117071768285031 |
| 343 | 0.96570441497981 | 0.0685911700403806 | 0.0342955850201903 |
| 344 | 0.903690770815351 | 0.192618458369298 | 0.096309229184649 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 229 | 0.696048632218845 | NOK |
| 5% type I error level | 255 | 0.775075987841945 | NOK |
| 10% type I error level | 268 | 0.814589665653495 | NOK |
