| Multiple Linear Regression - Estimated Regression Equation |
| MPG[t] = -17.9546020672902 -0.489709424047163Cylin[t] + 0.0239786440278725Displ[t] -0.0181834640388510HP[t] -0.00671038412737677Weight[t] + 0.0791030360112797Accel[t] + 0.77702693910102Year[t] + 2.85322822847746OriginJapan[t] + 2.63000236001736OriginEurope[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) | -17.9546020672902 | 4.676934 | -3.839 | 0.000145 | 7.2e-05 |
| Cylin | -0.489709424047163 | 0.321231 | -1.5245 | 0.128215 | 0.064107 |
| Displ | 0.0239786440278725 | 0.007653 | 3.1331 | 0.001863 | 0.000931 |
| HP | -0.0181834640388510 | 0.013709 | -1.3264 | 0.185488 | 0.092744 |
| Weight | -0.00671038412737677 | 0.000655 | -10.2428 | 0 | 0 |
| Accel | 0.0791030360112797 | 0.098218 | 0.8054 | 0.421101 | 0.210551 |
| Year | 0.77702693910102 | 0.051784 | 15.0051 | 0 | 0 |
| OriginJapan | 2.85322822847746 | 0.552736 | 5.162 | 0 | 0 |
| OriginEurope | 2.63000236001736 | 0.566415 | 4.6432 | 5e-06 | 2e-06 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.907854321965764 |
| R-squared | 0.824199469911917 |
| Adjusted R-squared | 0.820527396176396 |
| F-TEST (value) | 224.450686253692 |
| F-TEST (DF numerator) | 8 |
| F-TEST (DF denominator) | 383 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 3.30652953119832 |
| Sum Squared Residuals | 4187.39167808295 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 13 | 15.5306503833598 | -2.53065038335978 |
| 2 | 15 | 13.2538181965878 | 1.74618180341217 |
| 3 | 17 | 14.9048047326538 | 2.09519526734622 |
| 4 | 19.4 | 23.4620154597908 | -4.06201545979085 |
| 5 | 24.3 | 25.6716663386293 | -1.37166633862928 |
| 6 | 18.1 | 22.0317630822510 | -3.93176308225096 |
| 7 | 20.2 | 23.9490743078974 | -3.74907430789742 |
| 8 | 18 | 22.0460911622980 | -4.04609116229804 |
| 9 | 19 | 21.3739407518168 | -2.37394075181683 |
| 10 | 20 | 22.8404500605893 | -2.84045006058927 |
| 11 | 21 | 20.0517138944238 | 0.948286105576179 |
| 12 | 18 | 19.1184727641080 | -1.11847276410803 |
| 13 | 18 | 21.0783742744385 | -3.07837427443855 |
| 14 | 19 | 22.1506581151441 | -3.15065811514414 |
| 15 | 22.5 | 22.7784008119154 | -0.278400811915418 |
| 16 | 18 | 19.6540963803791 | -1.65409638037907 |
| 17 | 14 | 15.6818316717548 | -1.68183167175481 |
| 18 | 15 | 18.0436958250198 | -3.04369582501984 |
| 19 | 15.5 | 16.8022522997112 | -1.30225229971122 |
| 20 | 16 | 17.8451834943905 | -1.84518349439046 |
| 21 | 18 | 17.1831071225406 | 0.816892877459366 |
| 22 | 14 | 12.8496960403855 | 1.15030395961445 |
| 23 | 15 | 13.5076232606422 | 1.49237673935781 |
| 24 | 19 | 21.1084036511582 | -2.10840365115816 |
| 25 | 17.5 | 22.6020273578914 | -5.10202735789141 |
| 26 | 16 | 14.9940841789004 | 1.00591582109956 |
| 27 | 27.4 | 26.1882471498395 | 1.21175285016050 |
| 28 | 24 | 22.8784120737337 | 1.12158792626626 |
| 29 | 20 | 24.2996300298262 | -4.29963002982615 |
| 30 | 23 | 25.1324687096457 | -2.13246870964574 |
| 31 | 34.3 | 32.3538434985713 | 1.94615650142872 |
| 32 | 20.3 | 26.3706111861237 | -6.0706111861237 |
| 33 | 36.4 | 27.8506493782056 | 8.54935062179443 |
| 34 | 29 | 27.472093405058 | 1.52790659494201 |
| 35 | 26 | 23.9529226341737 | 2.04707736582633 |
| 36 | 21.5 | 27.0143919201809 | -5.51439192018086 |
| 37 | 17 | 16.3667405177442 | 0.633259482255848 |
| 38 | 22.4 | 23.919075355761 | -1.51907535576099 |
| 39 | 13 | 13.5768728435653 | -0.576872843565337 |
| 40 | 25 | 26.6985124549422 | -1.69851245494223 |
| 41 | 13 | 10.9076208453559 | 2.09237915464413 |
| 42 | 20.6 | 21.9137753031104 | -1.31377530311037 |
| 43 | 12 | 9.3167143001292 | 2.68328569987079 |
| 44 | 14 | 19.4213968443725 | -5.42139684437254 |
| 45 | 16.9 | 17.0082996542520 | -0.108299654251955 |
| 46 | 13 | 10.5054922840415 | 2.49450771595848 |
| 47 | 30 | 27.8344340497555 | 2.16556595024448 |
| 48 | 17.7 | 20.1967452060727 | -2.49674520607275 |
| 49 | 21 | 21.7167357242395 | -0.716735724239508 |
| 50 | 20.5 | 20.9217944178898 | -0.421794417889803 |
| 51 | 26.6 | 28.7345341875963 | -2.13453418759629 |
| 52 | 15 | 14.0400984524762 | 0.95990154752379 |
| 53 | 28.4 | 26.8048748662984 | 1.59512513370155 |
| 54 | 23 | 20.838337864039 | 2.161662135961 |
| 55 | 16.5 | 13.8669360525985 | 2.63306394740150 |
| 56 | 25 | 24.7442663414816 | 0.255733658518398 |
| 57 | 16 | 16.7825983257136 | -0.782598325713552 |
| 58 | 15 | 13.4740030756361 | 1.52599692436391 |
| 59 | 27 | 27.3598820747507 | -0.359882074750678 |
| 60 | 13 | 12.7087087875538 | 0.291291212446185 |
| 61 | 17 | 19.9127985382105 | -2.91279853821053 |
| 62 | 17.5 | 17.5881785298979 | -0.0881785298979375 |
| 63 | 28 | 28.9581013925123 | -0.95810139251228 |
| 64 | 34 | 30.2407172016434 | 3.75928279835664 |
| 65 | 27 | 28.6441349120428 | -1.64413491204281 |
| 66 | 13 | 12.6795438972801 | 0.320456102719870 |
| 67 | 17 | 17.3395969658199 | -0.339596965819891 |
| 68 | 18 | 14.9532521187173 | 3.04674788128267 |
| 69 | 16 | 16.7562387115656 | -0.756238711565572 |
| 70 | 17.5 | 14.6936417463256 | 2.80635825367440 |
| 71 | 29 | 28.3337079207863 | 0.666292079213678 |
| 72 | 30 | 28.6524153461796 | 1.34758465382042 |
| 73 | 30.5 | 28.7037371945256 | 1.79626280547436 |
| 74 | 32.1 | 30.3258627047508 | 1.77413729524917 |
| 75 | 23.5 | 26.9053493347983 | -3.40534933479826 |
| 76 | 28 | 27.5677702503861 | 0.432229749613906 |
| 77 | 28.8 | 26.0298941261463 | 2.77010587385372 |
| 78 | 17.5 | 20.6094333241187 | -3.10943332411869 |
| 79 | 11 | 9.29028011968456 | 1.70971988031544 |
| 80 | 13 | 11.734970670678 | 1.26502932932201 |
| 81 | 14 | 11.3941186998565 | 2.60588130014354 |
| 82 | 14 | 10.9004654110139 | 3.0995345889861 |
| 83 | 13 | 14.8739397869971 | -1.87393978699707 |
| 84 | 20.5 | 23.0519556937217 | -2.55195569372168 |
| 85 | 19.2 | 20.6378264408747 | -1.43782644087466 |
| 86 | 15 | 14.8972704217684 | 0.102729578231579 |
| 87 | 15.5 | 16.2131580942661 | -0.713158094266136 |
| 88 | 19.2 | 21.4738023721633 | -2.27380237216328 |
| 89 | 15 | 14.2431636790237 | 0.75683632097635 |
| 90 | 20 | 20.1407103758097 | -0.140710375809735 |
| 91 | 15 | 19.7423596482482 | -4.74235964824823 |
| 92 | 18 | 19.5239889834764 | -1.52398898347638 |
| 93 | 22 | 20.8936620860624 | 1.10633791393758 |
| 94 | 16 | 19.4336380245463 | -3.43363802454635 |
| 95 | 20 | 23.1369024756969 | -3.1369024756969 |
| 96 | 21 | 24.2882044563889 | -3.28820445638888 |
| 97 | 25 | 23.866759251385 | 1.13324074861498 |
| 98 | 22 | 22.6476263712896 | -0.647626371289558 |
| 99 | 28 | 23.009758706893 | 4.99024129310699 |
| 100 | 24.5 | 27.6264127248051 | -3.12641272480513 |
| 101 | 13 | 16.6763218317546 | -3.6763218317546 |
| 102 | 10 | 8.06626378495905 | 1.93373621504095 |
| 103 | 31 | 28.4475379030899 | 2.55246209691009 |
| 104 | 15.5 | 16.0380419833115 | -0.538041983311481 |
| 105 | 26 | 29.6712100724733 | -3.67121007247328 |
| 106 | 17.6 | 23.9575533150052 | -6.35755331500522 |
| 107 | 18.5 | 20.0070689798017 | -1.50706897980174 |
| 108 | 13 | 10.588312251613 | 2.41168774838699 |
| 109 | 13 | 11.5257309382542 | 1.47426906174578 |
| 110 | 35 | 29.1805095432415 | 5.8194904567585 |
| 111 | 23.9 | 29.6777137526534 | -5.77771375265345 |
| 112 | 32.9 | 30.5371532074897 | 2.36284679251029 |
| 113 | 31.8 | 33.1449785879386 | -1.34497858793860 |
| 114 | 40.8 | 33.3180709555757 | 7.48192904442429 |
| 115 | 37 | 35.0168203590748 | 1.98317964092515 |
| 116 | 32.7 | 27.1252764884024 | 5.57472351159762 |
| 117 | 37.2 | 33.7312060543633 | 3.46879394563672 |
| 118 | 38 | 35.5140148364818 | 2.48598516351823 |
| 119 | 27.2 | 30.3664834788258 | -3.16648347882576 |
| 120 | 28 | 25.5301705881552 | 2.46982941184484 |
| 121 | 37 | 31.1359941149569 | 5.86400588504305 |
| 122 | 22 | 25.8843992098881 | -3.88439920988815 |
| 123 | 24 | 26.5732955331413 | -2.57329553314133 |
| 124 | 32 | 29.3828763834963 | 2.61712361650369 |
| 125 | 22 | 25.7857926475817 | -3.78579264758167 |
| 126 | 24.2 | 27.6486144312360 | -3.44861443123596 |
| 127 | 32 | 30.7502652950378 | 1.24973470496223 |
| 128 | 31 | 29.5335113819027 | 1.46648861809732 |
| 129 | 39.4 | 31.8940533006677 | 7.50594669933228 |
| 130 | 33.5 | 31.8134389126685 | 1.68656108733151 |
| 131 | 27 | 24.9113336682058 | 2.08866633179415 |
| 132 | 27 | 25.6883606073069 | 1.31163939269313 |
| 133 | 29 | 29.8344038618583 | -0.834403861858288 |
| 134 | 25.8 | 28.6514093853129 | -2.85140938531294 |
| 135 | 18.6 | 20.2978927326112 | -1.69789273261117 |
| 136 | 19.1 | 23.8193976980333 | -4.71939769803327 |
| 137 | 20.6 | 22.6535031692065 | -2.05350316920646 |
| 138 | 20 | 18.6385485508377 | 1.36145144916232 |
| 139 | 15 | 15.4941717677438 | -0.494171767743808 |
| 140 | 36 | 30.6372042935678 | 5.36279570643215 |
| 141 | 26 | 26.3222285940260 | -0.322228594026039 |
| 142 | 27.9 | 26.4301282707790 | 1.46987172922096 |
| 143 | 28 | 25.2682996410793 | 2.73170035892069 |
| 144 | 28 | 23.5930041319439 | 4.40699586805606 |
| 145 | 25 | 23.9942154787929 | 1.00578452120712 |
| 146 | 35.7 | 30.6556165317611 | 5.04438346823888 |
| 147 | 33.5 | 28.0920053550792 | 5.40799464492083 |
| 148 | 16 | 14.9912890814838 | 1.00871091851615 |
| 149 | 15 | 15.3920453907817 | -0.392045390781749 |
| 150 | 14 | 11.6851141592778 | 2.31488584072215 |
| 151 | 13 | 17.9894092129040 | -4.98940921290402 |
| 152 | 11 | 7.98927737009596 | 3.01072262990404 |
| 153 | 15 | 17.8099160369132 | -2.80991603691325 |
| 154 | 19.4 | 19.7962229852331 | -0.396222985233084 |
| 155 | 17.5 | 17.5206919792937 | -0.0206919792937378 |
| 156 | 12 | 6.86716391516478 | 5.13283608483522 |
| 157 | 15.5 | 16.2501246723559 | -0.750124672355856 |
| 158 | 30.9 | 28.0314967245269 | 2.86850327547308 |
| 159 | 32 | 31.0297388527053 | 0.970261147294687 |
| 160 | 18.2 | 20.1848868244501 | -1.98488682445013 |
| 161 | 26 | 26.1800015118144 | -0.180001511814401 |
| 162 | 26 | 27.6702387484031 | -1.67023874840313 |
| 163 | 30 | 25.9037034793416 | 4.09629652065838 |
| 164 | 24 | 28.0914815672734 | -4.09148156727336 |
| 165 | 29 | 29.1933092433122 | -0.19330924331219 |
| 166 | 28 | 27.4642575401757 | 0.535742459824258 |
| 167 | 37.3 | 31.8987848114281 | 5.40121518857187 |
| 168 | 31 | 28.7374571990399 | 2.2625428009601 |
| 169 | 12 | 9.47315163259846 | 2.52684836740154 |
| 170 | 13 | 8.8986573046545 | 4.10134269534549 |
| 171 | 15.5 | 19.2745790521554 | -3.77457905215541 |
| 172 | 29.9 | 29.8604428781868 | 0.0395571218131987 |
| 173 | 34.4 | 31.7524578988073 | 2.64754210119274 |
| 174 | 13 | 17.2768290505980 | -4.27682905059803 |
| 175 | 10 | 7.3814951153992 | 2.6185048846008 |
| 176 | 26.4 | 26.1785431993189 | 0.221456800681091 |
| 177 | 20.2 | 24.3189160318847 | -4.11891603188470 |
| 178 | 25.1 | 25.4174687429929 | -0.317468742992924 |
| 179 | 22.3 | 25.2040261488613 | -2.90402614886133 |
| 180 | 24 | 27.5589399807833 | -3.55893998078325 |
| 181 | 36.1 | 30.9048522638523 | 5.19514773614765 |
| 182 | 18.1 | 22.8290456603131 | -4.7290456603131 |
| 183 | 14 | 13.0292596176530 | 0.970740382347014 |
| 184 | 14 | 12.1240245933732 | 1.87597540662681 |
| 185 | 15 | 10.8673735488390 | 4.13262645116101 |
| 186 | 14 | 13.6247263971086 | 0.375273602891430 |
| 187 | 14.5 | 15.5626371959393 | -1.06263719593926 |
| 188 | 16 | 13.6433233974771 | 2.3566766025229 |
| 189 | 13 | 11.2207868198090 | 1.77921318019103 |
| 190 | 14 | 10.4664685581934 | 3.5335314418066 |
| 191 | 18.5 | 20.9997508655774 | -2.49975086557735 |
| 192 | 18 | 20.4157904570344 | -2.41579045703445 |
| 193 | 20.2 | 26.0607939117851 | -5.86079391178508 |
| 194 | 22 | 28.4887234650783 | -6.4887234650783 |
| 195 | 13 | 12.1451393507536 | 0.854860649246412 |
| 196 | 14 | 11.947726453901 | 2.05227354609899 |
| 197 | 17.6 | 20.4725341727915 | -2.87253417279153 |
| 198 | 15 | 22.4207295451384 | -7.42072954513835 |
| 199 | 18 | 21.2577537597315 | -3.25775375973147 |
| 200 | 21 | 20.6550463264272 | 0.344953673572788 |
| 201 | 24 | 22.6645934206717 | 1.33540657932834 |
| 202 | 18 | 18.7536684824764 | -0.75366848247641 |
| 203 | 27 | 28.1080371457606 | -1.10803714576059 |
| 204 | 13 | 20.9846557407931 | -7.98465574079314 |
| 205 | 25.5 | 24.4190361097994 | 1.08096389020062 |
| 206 | 18 | 20.8439217240723 | -2.84392172407230 |
| 207 | 19 | 24.1517457509621 | -5.15174575096211 |
| 208 | 23 | 23.8474112178197 | -0.847411217819685 |
| 209 | 26 | 23.9153197762747 | 2.08468022372530 |
| 210 | 26.5 | 25.0520743643356 | 1.44792563566440 |
| 211 | 22 | 22.588395106967 | -0.588395106967016 |
| 212 | 21 | 23.7620015424993 | -2.76200154249933 |
| 213 | 28 | 29.1002710025261 | -1.10027100252611 |
| 214 | 16 | 15.7234435930908 | 0.276556406909202 |
| 215 | 17 | 14.9019408311783 | 2.09805916882174 |
| 216 | 19 | 17.7389789057253 | 1.26102109427472 |
| 217 | 9 | 6.00957597784074 | 2.99042402215926 |
| 218 | 32.4 | 32.3364210537643 | 0.0635789462356846 |
| 219 | 36 | 34.2085496006486 | 1.79145039935137 |
| 220 | 31.5 | 31.62496496159 | -0.124964961590032 |
| 221 | 29.5 | 31.6477615608057 | -2.14776156080571 |
| 222 | 24 | 26.0378226771787 | -2.03782267717872 |
| 223 | 33 | 32.5434221671085 | 0.456577832891547 |
| 224 | 38 | 35.6204027170895 | 2.37959728291046 |
| 225 | 32 | 35.6757748422974 | -3.67577484229744 |
| 226 | 35.1 | 36.1935156717064 | -1.09351567170639 |
| 227 | 44.6 | 34.7431193703223 | 9.8568806296777 |
| 228 | 33 | 31.7743055316086 | 1.22569446839144 |
| 229 | 36.1 | 33.8575368403904 | 2.24246315960963 |
| 230 | 33.7 | 33.3900604373096 | 0.309939562690409 |
| 231 | 34.1 | 33.1545123736533 | 0.945487626346694 |
| 232 | 18 | 27.0094928614788 | -9.0094928614788 |
| 233 | 31.3 | 30.9421277519168 | 0.357872248083203 |
| 234 | 31.6 | 31.1765548600197 | 0.423445139980348 |
| 235 | 46.6 | 33.2392156527889 | 13.3607843472111 |
| 236 | 34.1 | 34.7700876674134 | -0.670087667413412 |
| 237 | 31 | 35.7743352260431 | -4.77433522604314 |
| 238 | 37 | 35.4527259206442 | 1.54727407935582 |
| 239 | 32.8 | 32.687170224808 | 0.112829775192019 |
| 240 | 21.5 | 25.9943288374680 | -4.49432883746803 |
| 241 | 23.7 | 30.2014700570826 | -6.50147005708263 |
| 242 | 19 | 24.7228425438662 | -5.7228425438662 |
| 243 | 25.4 | 24.5022615417679 | 0.89773845823214 |
| 244 | 30 | 27.0770054331579 | 2.92299456684206 |
| 245 | 16.5 | 18.3249409669513 | -1.82494096695134 |
| 246 | 23 | 22.8274793181344 | 0.172520681865629 |
| 247 | 21 | 22.1205400562471 | -1.12054005624706 |
| 248 | 15 | 15.1940324319628 | -0.194032431962800 |
| 249 | 16.5 | 19.9246275973087 | -3.42462759730871 |
| 250 | 36 | 31.9887501271363 | 4.01124987286371 |
| 251 | 11 | 10.3592636574698 | 0.640736342530218 |
| 252 | 12 | 9.21706421833176 | 2.78293578166824 |
| 253 | 15 | 20.7007388482540 | -5.70073884825403 |
| 254 | 20.2 | 20.5063203114386 | -0.30632031143863 |
| 255 | 20.8 | 23.6855184309203 | -2.88551843092029 |
| 256 | 19.8 | 25.1180306542284 | -5.31803065422837 |
| 257 | 36 | 34.5858542262379 | 1.41414577376214 |
| 258 | 38 | 28.6731041548616 | 9.32689584513842 |
| 259 | 26.6 | 24.0569431029270 | 2.54305689707296 |
| 260 | 19.9 | 21.6157446627374 | -1.71574466273736 |
| 261 | 23.9 | 22.9173600968853 | 0.982639903114749 |
| 262 | 17 | 16.4518613811490 | 0.548138618851039 |
| 263 | 12 | 10.7232526337066 | 1.27674736629341 |
| 264 | 11 | 16.2534769308848 | -5.25347693088479 |
| 265 | 26.8 | 25.4518686503898 | 1.34813134961023 |
| 266 | 23.8 | 25.003909041445 | -1.20390904144503 |
| 267 | 12 | 10.7689607385421 | 1.23103926145789 |
| 268 | 25 | 29.5190606341166 | -4.51906063411657 |
| 269 | 28 | 25.8917832181846 | 2.10821678181535 |
| 270 | 24 | 27.6023801665282 | -3.60238016652819 |
| 271 | 26 | 26.8372848948843 | -0.837284894884293 |
| 272 | 30 | 26.1321181902339 | 3.86788180976612 |
| 273 | 19 | 22.8373028082669 | -3.8373028082669 |
| 274 | 23 | 23.7730212245795 | -0.773021224579534 |
| 275 | 25 | 21.6182945471426 | 3.38170545285742 |
| 276 | 27.2 | 26.7472835734386 | 0.452716426561396 |
| 277 | 21 | 21.5102530105412 | -0.510253010541234 |
| 278 | 28.1 | 27.5212175517463 | 0.578782448253719 |
| 279 | 16.2 | 22.2027813523233 | -6.00278135232327 |
| 280 | 14 | 14.1780409730519 | -0.178040973051911 |
| 281 | 25.5 | 26.8896301361788 | -1.38963013617876 |
| 282 | 39 | 32.6394835433679 | 6.36051645663205 |
| 283 | 26 | 24.6674983057201 | 1.33250169427990 |
| 284 | 13 | 10.1900237974716 | 2.80997620252841 |
| 285 | 20 | 20.1170658467936 | -0.117065846793644 |
| 286 | 22 | 18.7349483846426 | 3.26505161535737 |
| 287 | 23 | 20.6291434469076 | 2.37085655309242 |
| 288 | 18 | 17.1560814056771 | 0.843918594322912 |
| 289 | 14 | 12.463474764211 | 1.53652523578900 |
| 290 | 14 | 11.7369304939522 | 2.26306950604784 |
| 291 | 14 | 10.8979663301621 | 3.10203366983787 |
| 292 | 15 | 12.2918039700911 | 2.70819602990887 |
| 293 | 16 | 12.2661183851677 | 3.7338816148323 |
| 294 | 34.2 | 28.9979185608288 | 5.20208143917117 |
| 295 | 34.7 | 30.7130760866114 | 3.98692391338865 |
| 296 | 38 | 32.078216989974 | 5.92178301002597 |
| 297 | 34.5 | 29.4679129284168 | 5.03208707158315 |
| 298 | 27.2 | 29.2685094564121 | -2.06850945641207 |
| 299 | 30 | 29.7516112889550 | 0.248388711044954 |
| 300 | 23.2 | 25.4270825024087 | -2.22708250240866 |
| 301 | 18 | 15.2305510068972 | 2.76944899310276 |
| 302 | 16 | 15.9110712909174 | 0.0889287090826203 |
| 303 | 14 | 12.7205577674846 | 1.27944223251538 |
| 304 | 18 | 17.1536483060682 | 0.846351693931836 |
| 305 | 18 | 19.6781303576365 | -1.67813035763651 |
| 306 | 22 | 21.2615521332552 | 0.738447866744777 |
| 307 | 19 | 20.4148824280065 | -1.41488242800655 |
| 308 | 20.5 | 21.6360458031843 | -1.13604580318434 |
| 309 | 19 | 19.5564935566136 | -0.55649355661361 |
| 310 | 13 | 16.6847057205303 | -3.68470572053029 |
| 311 | 23 | 24.3723711460176 | -1.37237114601757 |
| 312 | 14 | 12.0072155935443 | 1.99278440645572 |
| 313 | 14 | 10.4361924978150 | 3.56380750218495 |
| 314 | 16 | 12.4906235049883 | 3.50937649501166 |
| 315 | 14 | 10.6605167903749 | 3.33948320962514 |
| 316 | 19 | 17.6154335018010 | 1.38456649819904 |
| 317 | 16 | 12.3044055221096 | 3.69559447789039 |
| 318 | 16 | 16.8374536174621 | -0.837453617462145 |
| 319 | 31 | 28.9450129860118 | 2.05498701398821 |
| 320 | 21.5 | 23.3832282446142 | -1.88322824461423 |
| 321 | 27 | 28.8579867873446 | -1.85798678734458 |
| 322 | 33.5 | 27.3483701559878 | 6.15162984401218 |
| 323 | 19.2 | 21.1426160858053 | -1.94261608580532 |
| 324 | 13 | 6.1638486382738 | 6.8361513617262 |
| 325 | 24.5 | 24.8174610272577 | -0.317461027257735 |
| 326 | 18.5 | 18.9777877618933 | -0.477787761893321 |
| 327 | 26 | 26.4446168131823 | -0.44461681318234 |
| 328 | 27 | 29.1172361022955 | -2.11723610229552 |
| 329 | 36 | 32.6121743086129 | 3.38782569138712 |
| 330 | 25 | 23.3219390564954 | 1.67806094350457 |
| 331 | 21.6 | 26.6213754386819 | -5.02137543868186 |
| 332 | 24 | 23.5985847593477 | 0.401415240652298 |
| 333 | 25 | 24.9483555739487 | 0.0516444260512951 |
| 334 | 26 | 26.5199819674882 | -0.519981967488218 |
| 335 | 32.3 | 34.5376977302497 | -2.23769773024966 |
| 336 | 30 | 31.8556764536199 | -1.85567645361993 |
| 337 | 33.8 | 33.2396606681608 | 0.560339331839241 |
| 338 | 20 | 26.5985309125805 | -6.59853091258053 |
| 339 | 32 | 31.5796681646640 | 0.420331835336043 |
| 340 | 21.1 | 29.3277077835367 | -8.22770778353667 |
| 341 | 28 | 29.7924165005541 | -1.79241650055405 |
| 342 | 29 | 28.8763822010105 | 0.123617798989512 |
| 343 | 32.2 | 32.3312234440398 | -0.131223444039747 |
| 344 | 32.4 | 32.6644325899318 | -0.264432589931794 |
| 345 | 34 | 34.2448774862028 | -0.244877486202757 |
| 346 | 31 | 28.2347063310000 | 2.76529366899997 |
| 347 | 32 | 30.3012390203009 | 1.69876097969909 |
| 348 | 27 | 26.8249051422518 | 0.175094857748248 |
| 349 | 26 | 29.9736866504639 | -3.97368665046393 |
| 350 | 38.1 | 34.4261361835644 | 3.67386381643556 |
| 351 | 24 | 25.6207677235606 | -1.62076772356064 |
| 352 | 25 | 25.2475655009923 | -0.247565500992309 |
| 353 | 27.5 | 28.9782786761979 | -1.47827867619795 |
| 354 | 31 | 31.556395442714 | -0.556395442714031 |
| 355 | 24 | 25.8077277877414 | -1.80772778774141 |
| 356 | 29.8 | 29.712815818175 | 0.0871841818249851 |
| 357 | 24 | 23.5833462835603 | 0.416653716439685 |
| 358 | 25.4 | 28.3552663366123 | -2.95526633661232 |
| 359 | 19 | 24.3559429056950 | -5.35594290569497 |
| 360 | 20 | 22.4374647674928 | -2.43746476749277 |
| 361 | 39.1 | 36.2787596611743 | 2.82124033882574 |
| 362 | 37.7 | 34.4978901421259 | 3.20210985787405 |
| 363 | 23 | 24.3301407508056 | -1.33014075080563 |
| 364 | 35 | 30.6224629859301 | 4.37753701406987 |
| 365 | 29.8 | 34.7150600086545 | -4.9150600086545 |
| 366 | 26 | 27.9059948230213 | -1.90599482302132 |
| 367 | 22 | 24.7560549765919 | -2.75605497659188 |
| 368 | 25 | 28.2486512238927 | -3.24865122389273 |
| 369 | 26 | 28.9461898937472 | -2.9461898937472 |
| 370 | 30.5 | 29.8748667517943 | 0.625133248205712 |
| 371 | 33 | 33.2554478201779 | -0.255447820177882 |
| 372 | 27 | 28.3165090956889 | -1.31650909568888 |
| 373 | 29 | 29.9882469583331 | -0.98824695833314 |
| 374 | 29.5 | 31.5241184990363 | -2.02411849903631 |
| 375 | 29 | 31.584103998043 | -2.58410399804299 |
| 376 | 43.1 | 32.9905383164614 | 10.1094616835386 |
| 377 | 36 | 35.5286687656404 | 0.471331234359568 |
| 378 | 31.5 | 31.9927080412287 | -0.492708041228663 |
| 379 | 26 | 29.5049329836817 | -3.50493298368169 |
| 380 | 23 | 26.7402391475755 | -3.74023914757553 |
| 381 | 19 | 22.2851124867926 | -3.28511248679255 |
| 382 | 18 | 20.9928075434008 | -2.99280754340076 |
| 383 | 22 | 23.4979322477192 | -1.49793224771922 |
| 384 | 20 | 23.137328024017 | -3.13732802401699 |
| 385 | 17 | 23.986026099801 | -6.986026099801 |
| 386 | 30.7 | 27.1168915960262 | 3.58310840397380 |
| 387 | 43.4 | 32.3699844293064 | 11.0300155706936 |
| 388 | 44 | 35.4659764380706 | 8.53402356192944 |
| 389 | 29 | 30.7810945046364 | -1.78109450463642 |
| 390 | 41.5 | 32.622432632669 | 8.87756736733098 |
| 391 | 44.3 | 33.8893743891281 | 10.4106256108719 |
| 392 | 31.9 | 33.134717216199 | -1.23471721619902 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 12 | 0.239204321578649 | 0.478408643157297 | 0.760795678421351 |
| 13 | 0.127450171550827 | 0.254900343101653 | 0.872549828449173 |
| 14 | 0.0598635064608886 | 0.119727012921777 | 0.940136493539111 |
| 15 | 0.0813597982759425 | 0.162719596551885 | 0.918640201724057 |
| 16 | 0.0458947927084698 | 0.0917895854169396 | 0.95410520729153 |
| 17 | 0.0298352903570718 | 0.0596705807141436 | 0.970164709642928 |
| 18 | 0.038107321098309 | 0.076214642196618 | 0.961892678901691 |
| 19 | 0.0201091769297293 | 0.0402183538594587 | 0.97989082307027 |
| 20 | 0.0102340547306573 | 0.0204681094613145 | 0.989765945269343 |
| 21 | 0.00526091658270468 | 0.0105218331654094 | 0.994739083417295 |
| 22 | 0.00254279028522337 | 0.00508558057044675 | 0.997457209714777 |
| 23 | 0.00117855743913188 | 0.00235711487826376 | 0.998821442560868 |
| 24 | 0.000529431827658454 | 0.00105886365531691 | 0.999470568172341 |
| 25 | 0.000254263533376035 | 0.00050852706675207 | 0.999745736466624 |
| 26 | 0.000123074838838487 | 0.000246149677676973 | 0.999876925161161 |
| 27 | 5.65202080174117e-05 | 0.000113040416034823 | 0.999943479791983 |
| 28 | 2.28348831231655e-05 | 4.5669766246331e-05 | 0.999977165116877 |
| 29 | 8.79242847601574e-05 | 0.000175848569520315 | 0.99991207571524 |
| 30 | 4.01027737543953e-05 | 8.02055475087906e-05 | 0.999959897226246 |
| 31 | 0.00134614194416478 | 0.00269228388832955 | 0.998653858055835 |
| 32 | 0.00547996433430724 | 0.0109599286686145 | 0.994520035665693 |
| 33 | 0.241318204965726 | 0.482636409931453 | 0.758681795034274 |
| 34 | 0.211145580134514 | 0.422291160269029 | 0.788854419865486 |
| 35 | 0.187564055694756 | 0.375128111389513 | 0.812435944305244 |
| 36 | 0.237166054561693 | 0.474332109123386 | 0.762833945438307 |
| 37 | 0.195103656558955 | 0.39020731311791 | 0.804896343441045 |
| 38 | 0.161487730478130 | 0.322975460956259 | 0.83851226952187 |
| 39 | 0.129161576671505 | 0.25832315334301 | 0.870838423328495 |
| 40 | 0.105840691918652 | 0.211681383837305 | 0.894159308081348 |
| 41 | 0.0940595973820266 | 0.188119194764053 | 0.905940402617973 |
| 42 | 0.0737229292526294 | 0.147445858505259 | 0.92627707074737 |
| 43 | 0.0953306283507297 | 0.190661256701459 | 0.90466937164927 |
| 44 | 0.0819956542599098 | 0.163991308519820 | 0.91800434574009 |
| 45 | 0.0640357408575588 | 0.128071481715118 | 0.935964259142441 |
| 46 | 0.0517893445718279 | 0.103578689143656 | 0.948210655428172 |
| 47 | 0.0721100212343537 | 0.144220042468707 | 0.927889978765646 |
| 48 | 0.0659198553790893 | 0.131839710758179 | 0.93408014462091 |
| 49 | 0.052454885655234 | 0.104909771310468 | 0.947545114344766 |
| 50 | 0.0407925600904770 | 0.0815851201809541 | 0.959207439909523 |
| 51 | 0.0322447137393394 | 0.0644894274786789 | 0.96775528626066 |
| 52 | 0.0260728047102138 | 0.0521456094204276 | 0.973927195289786 |
| 53 | 0.0298084635037449 | 0.0596169270074898 | 0.970191536496255 |
| 54 | 0.037354063903892 | 0.074708127807784 | 0.962645936096108 |
| 55 | 0.0327245865058912 | 0.0654491730117823 | 0.96727541349411 |
| 56 | 0.0271757840844449 | 0.0543515681688897 | 0.972824215915555 |
| 57 | 0.0211402620019690 | 0.0422805240039381 | 0.97885973799803 |
| 58 | 0.0163569373740247 | 0.0327138747480494 | 0.983643062625975 |
| 59 | 0.0127274553688145 | 0.0254549107376289 | 0.987272544631186 |
| 60 | 0.00944661568486178 | 0.0188932313697236 | 0.990553384315138 |
| 61 | 0.00866362857414123 | 0.0173272571482825 | 0.991336371425859 |
| 62 | 0.00634863782586447 | 0.0126972756517289 | 0.993651362174136 |
| 63 | 0.00470931005173261 | 0.00941862010346522 | 0.995290689948267 |
| 64 | 0.00915745298977019 | 0.0183149059795404 | 0.99084254701023 |
| 65 | 0.00703826984112367 | 0.0140765396822473 | 0.992961730158876 |
| 66 | 0.00521778340239028 | 0.0104355668047806 | 0.99478221659761 |
| 67 | 0.00381572438935445 | 0.00763144877870891 | 0.996184275610646 |
| 68 | 0.00403366713612535 | 0.0080673342722507 | 0.995966332863875 |
| 69 | 0.00298622319344474 | 0.00597244638688949 | 0.997013776806555 |
| 70 | 0.00241505161739883 | 0.00483010323479765 | 0.997584948382601 |
| 71 | 0.00203762721490406 | 0.00407525442980812 | 0.997962372785096 |
| 72 | 0.00176052614341885 | 0.00352105228683769 | 0.998239473856581 |
| 73 | 0.0016587850230882 | 0.0033175700461764 | 0.998341214976912 |
| 74 | 0.00147452348970290 | 0.00294904697940580 | 0.998525476510297 |
| 75 | 0.00167945567277855 | 0.00335891134555711 | 0.998320544327221 |
| 76 | 0.00131224953910471 | 0.00262449907820943 | 0.998687750460895 |
| 77 | 0.00122955761265787 | 0.00245911522531575 | 0.998770442387342 |
| 78 | 0.00112081072310300 | 0.00224162144620599 | 0.998879189276897 |
| 79 | 0.000897329193743365 | 0.00179465838748673 | 0.999102670806257 |
| 80 | 0.000648213878737871 | 0.00129642775747574 | 0.999351786121262 |
| 81 | 0.000539109650073638 | 0.00107821930014728 | 0.999460890349926 |
| 82 | 0.000722223858295084 | 0.00144444771659017 | 0.999277776141705 |
| 83 | 0.000565969139905631 | 0.00113193827981126 | 0.999434030860094 |
| 84 | 0.000474308411941891 | 0.000948616823883782 | 0.999525691588058 |
| 85 | 0.000355067176027715 | 0.00071013435205543 | 0.999644932823972 |
| 86 | 0.000266744958686388 | 0.000533489917372776 | 0.999733255041314 |
| 87 | 0.000191053136614769 | 0.000382106273229537 | 0.999808946863385 |
| 88 | 0.000142535843597587 | 0.000285071687195175 | 0.999857464156402 |
| 89 | 0.000100916039724234 | 0.000201832079448467 | 0.999899083960276 |
| 90 | 6.9110973360128e-05 | 0.000138221946720256 | 0.99993088902664 |
| 91 | 9.69522708262066e-05 | 0.000193904541652413 | 0.999903047729174 |
| 92 | 6.99442575929416e-05 | 0.000139888515185883 | 0.999930055742407 |
| 93 | 5.37870512930481e-05 | 0.000107574102586096 | 0.999946212948707 |
| 94 | 4.78208803334762e-05 | 9.56417606669524e-05 | 0.999952179119667 |
| 95 | 4.07459399036579e-05 | 8.14918798073159e-05 | 0.999959254060096 |
| 96 | 3.36550715951034e-05 | 6.73101431902068e-05 | 0.999966344928405 |
| 97 | 2.59577647935411e-05 | 5.19155295870822e-05 | 0.999974042235206 |
| 98 | 1.79467854018835e-05 | 3.58935708037670e-05 | 0.999982053214598 |
| 99 | 4.18276697376868e-05 | 8.36553394753735e-05 | 0.999958172330262 |
| 100 | 3.2938265910107e-05 | 6.5876531820214e-05 | 0.99996706173409 |
| 101 | 3.78927321931971e-05 | 7.57854643863942e-05 | 0.999962107267807 |
| 102 | 2.65508176004433e-05 | 5.31016352008867e-05 | 0.9999734491824 |
| 103 | 2.93364932647647e-05 | 5.86729865295295e-05 | 0.999970663506735 |
| 104 | 2.03446870028639e-05 | 4.06893740057278e-05 | 0.999979655312997 |
| 105 | 2.12979606909436e-05 | 4.25959213818873e-05 | 0.99997870203931 |
| 106 | 5.30771725403926e-05 | 0.000106154345080785 | 0.99994692282746 |
| 107 | 3.83894620221839e-05 | 7.67789240443677e-05 | 0.999961610537978 |
| 108 | 3.2286569878504e-05 | 6.4573139757008e-05 | 0.999967713430121 |
| 109 | 2.37733635665999e-05 | 4.75467271331999e-05 | 0.999976226636433 |
| 110 | 2.0316857118142e-05 | 4.0633714236284e-05 | 0.999979683142882 |
| 111 | 0.000202956134486794 | 0.000405912268973588 | 0.999797043865513 |
| 112 | 0.000170022695588500 | 0.000340045391177001 | 0.999829977304411 |
| 113 | 0.000125338099918253 | 0.000250676199836507 | 0.999874661900082 |
| 114 | 0.000612734876275505 | 0.00122546975255101 | 0.999387265123725 |
| 115 | 0.000486832421906212 | 0.000973664843812424 | 0.999513167578094 |
| 116 | 0.000513002792649625 | 0.00102600558529925 | 0.99948699720735 |
| 117 | 0.000444169909691117 | 0.000888339819382234 | 0.999555830090309 |
| 118 | 0.000351127406437907 | 0.000702254812875815 | 0.999648872593562 |
| 119 | 0.000658921973408462 | 0.00131784394681692 | 0.999341078026592 |
| 120 | 0.000531702584148749 | 0.00106340516829750 | 0.999468297415851 |
| 121 | 0.00072311165629874 | 0.00144622331259748 | 0.999276888343701 |
| 122 | 0.00184580651463252 | 0.00369161302926504 | 0.998154193485367 |
| 123 | 0.00238955651350799 | 0.00477911302701598 | 0.997610443486492 |
| 124 | 0.0020123503813677 | 0.0040247007627354 | 0.997987649618632 |
| 125 | 0.00370483195356094 | 0.00740966390712188 | 0.99629516804644 |
| 126 | 0.00540542647884325 | 0.0108108529576865 | 0.994594573521157 |
| 127 | 0.00434120000090273 | 0.00868240000180545 | 0.995658799999097 |
| 128 | 0.00349503656211085 | 0.00699007312422171 | 0.99650496343789 |
| 129 | 0.00891340057073935 | 0.0178268011414787 | 0.99108659942926 |
| 130 | 0.00738168997036498 | 0.0147633799407300 | 0.992618310029635 |
| 131 | 0.00619224288336871 | 0.0123844857667374 | 0.993807757116631 |
| 132 | 0.00513938189755196 | 0.0102787637951039 | 0.994860618102448 |
| 133 | 0.0041300230797868 | 0.0082600461595736 | 0.995869976920213 |
| 134 | 0.00375123085759097 | 0.00750246171518194 | 0.996248769142409 |
| 135 | 0.00312493117851859 | 0.00624986235703718 | 0.996875068821481 |
| 136 | 0.00364586025160854 | 0.00729172050321708 | 0.996354139748391 |
| 137 | 0.00308255825561354 | 0.00616511651122709 | 0.996917441744386 |
| 138 | 0.00255796680658621 | 0.00511593361317241 | 0.997442033193414 |
| 139 | 0.0020219232319874 | 0.0040438464639748 | 0.997978076768013 |
| 140 | 0.00373148483969715 | 0.0074629696793943 | 0.996268515160303 |
| 141 | 0.00295246135576063 | 0.00590492271152126 | 0.99704753864424 |
| 142 | 0.00243329527168477 | 0.00486659054336953 | 0.997566704728315 |
| 143 | 0.00216655106886194 | 0.00433310213772388 | 0.997833448931138 |
| 144 | 0.00242559505291668 | 0.00485119010583336 | 0.997574404947083 |
| 145 | 0.00191709871620368 | 0.00383419743240736 | 0.998082901283796 |
| 146 | 0.00278242656781842 | 0.00556485313563684 | 0.997217573432182 |
| 147 | 0.00410146190836835 | 0.0082029238167367 | 0.995898538091632 |
| 148 | 0.00331132166808793 | 0.00662264333617586 | 0.996688678331912 |
| 149 | 0.00262848031479574 | 0.00525696062959149 | 0.997371519685204 |
| 150 | 0.00225550270726407 | 0.00451100541452815 | 0.997744497292736 |
| 151 | 0.00296992612269057 | 0.00593985224538115 | 0.99703007387731 |
| 152 | 0.00266309813223988 | 0.00532619626447976 | 0.99733690186776 |
| 153 | 0.00250504252621649 | 0.00501008505243298 | 0.997494957473783 |
| 154 | 0.00199897796049944 | 0.00399795592099888 | 0.9980010220395 |
| 155 | 0.00157378925213721 | 0.00314757850427443 | 0.998426210747863 |
| 156 | 0.00192017630899262 | 0.00384035261798525 | 0.998079823691007 |
| 157 | 0.00151810954194251 | 0.00303621908388503 | 0.998481890458057 |
| 158 | 0.00137651423653850 | 0.00275302847307699 | 0.998623485763461 |
| 159 | 0.00107855113741277 | 0.00215710227482555 | 0.998921448862587 |
| 160 | 0.000888509384759755 | 0.00177701876951951 | 0.99911149061524 |
| 161 | 0.000684398571385504 | 0.00136879714277101 | 0.999315601428614 |
| 162 | 0.000547063798136459 | 0.00109412759627292 | 0.999452936201864 |
| 163 | 0.00067542892979989 | 0.00135085785959978 | 0.9993245710702 |
| 164 | 0.000745491310650942 | 0.00149098262130188 | 0.99925450868935 |
| 165 | 0.000604393702092519 | 0.00120878740418504 | 0.999395606297907 |
| 166 | 0.000472725140257658 | 0.000945450280515316 | 0.999527274859742 |
| 167 | 0.000951439171255873 | 0.00190287834251175 | 0.999048560828744 |
| 168 | 0.00086573264289801 | 0.00173146528579602 | 0.999134267357102 |
| 169 | 0.000761359909264204 | 0.00152271981852841 | 0.999238640090736 |
| 170 | 0.000832964544767355 | 0.00166592908953471 | 0.999167035455233 |
| 171 | 0.000851933422701687 | 0.00170386684540337 | 0.999148066577298 |
| 172 | 0.000677035212301023 | 0.00135407042460205 | 0.9993229647877 |
| 173 | 0.000646562894398583 | 0.00129312578879717 | 0.999353437105601 |
| 174 | 0.000750477380361323 | 0.00150095476072265 | 0.999249522619639 |
| 175 | 0.000648708938146495 | 0.00129741787629299 | 0.999351291061853 |
| 176 | 0.00049882296744491 | 0.00099764593488982 | 0.999501177032555 |
| 177 | 0.000569630212085007 | 0.00113926042417001 | 0.999430369787915 |
| 178 | 0.000449181403773184 | 0.000898362807546367 | 0.999550818596227 |
| 179 | 0.000457187972792389 | 0.000914375945584778 | 0.999542812027208 |
| 180 | 0.000515595097731528 | 0.00103119019546306 | 0.999484404902268 |
| 181 | 0.000790304038894028 | 0.00158060807778806 | 0.999209695961106 |
| 182 | 0.000999243632979496 | 0.00199848726595899 | 0.99900075636702 |
| 183 | 0.000794257704132502 | 0.00158851540826500 | 0.999205742295868 |
| 184 | 0.000668108933059334 | 0.00133621786611867 | 0.99933189106694 |
| 185 | 0.000756251036092207 | 0.00151250207218441 | 0.999243748963908 |
| 186 | 0.000585828598342702 | 0.00117165719668540 | 0.999414171401657 |
| 187 | 0.000466682967442853 | 0.000933365934885706 | 0.999533317032557 |
| 188 | 0.000404346360584262 | 0.000808692721168524 | 0.999595653639416 |
| 189 | 0.000332314042263155 | 0.00066462808452631 | 0.999667685957737 |
| 190 | 0.000338917507036623 | 0.000677835014073247 | 0.999661082492963 |
| 191 | 0.000298911305836004 | 0.000597822611672009 | 0.999701088694164 |
| 192 | 0.000268062372053723 | 0.000536124744107446 | 0.999731937627946 |
| 193 | 0.000459219489207226 | 0.000918438978414453 | 0.999540780510793 |
| 194 | 0.000961420558304722 | 0.00192284111660944 | 0.999038579441695 |
| 195 | 0.000753792621835972 | 0.00150758524367194 | 0.999246207378164 |
| 196 | 0.000631341553543275 | 0.00126268310708655 | 0.999368658446457 |
| 197 | 0.00059464966207349 | 0.00118929932414698 | 0.999405350337927 |
| 198 | 0.00168784647696191 | 0.00337569295392382 | 0.998312153523038 |
| 199 | 0.00180727236022282 | 0.00361454472044565 | 0.998192727639777 |
| 200 | 0.00143891434163377 | 0.00287782868326754 | 0.998561085658366 |
| 201 | 0.00124539544688565 | 0.00249079089377131 | 0.998754604553114 |
| 202 | 0.0010228377566582 | 0.0020456755133164 | 0.998977162243342 |
| 203 | 0.000848186773082682 | 0.00169637354616536 | 0.999151813226917 |
| 204 | 0.00320277931774215 | 0.0064055586354843 | 0.996797220682258 |
| 205 | 0.00258807609065895 | 0.0051761521813179 | 0.99741192390934 |
| 206 | 0.00272961881256085 | 0.0054592376251217 | 0.99727038118744 |
| 207 | 0.00433089251597885 | 0.0086617850319577 | 0.995669107484021 |
| 208 | 0.00363677614994817 | 0.00727355229989633 | 0.996363223850052 |
| 209 | 0.00308977855121571 | 0.00617955710243143 | 0.996910221448784 |
| 210 | 0.00249858034484866 | 0.00499716068969731 | 0.997501419655151 |
| 211 | 0.0020990795928681 | 0.0041981591857362 | 0.997900920407132 |
| 212 | 0.00215027248539860 | 0.00430054497079721 | 0.997849727514601 |
| 213 | 0.00181106492033366 | 0.00362212984066732 | 0.998188935079666 |
| 214 | 0.00148688481670656 | 0.00297376963341312 | 0.998513115183293 |
| 215 | 0.00125480881416567 | 0.00250961762833135 | 0.998745191185834 |
| 216 | 0.001014255148206 | 0.002028510296412 | 0.998985744851794 |
| 217 | 0.00112756970021118 | 0.00225513940042236 | 0.998872430299789 |
| 218 | 0.000882470044660817 | 0.00176494008932163 | 0.99911752995534 |
| 219 | 0.000719405625341266 | 0.00143881125068253 | 0.999280594374659 |
| 220 | 0.000557329513579498 | 0.00111465902715900 | 0.99944267048642 |
| 221 | 0.000513711213742434 | 0.00102742242748487 | 0.999486288786258 |
| 222 | 0.000554483166209163 | 0.00110896633241833 | 0.99944551683379 |
| 223 | 0.00043053089767888 | 0.00086106179535776 | 0.99956946910232 |
| 224 | 0.000375849257578562 | 0.000751698515157124 | 0.999624150742422 |
| 225 | 0.000433084154084115 | 0.00086616830816823 | 0.999566915845916 |
| 226 | 0.000347608731451133 | 0.000695217462902266 | 0.99965239126855 |
| 227 | 0.00274931903301718 | 0.00549863806603437 | 0.997250680966983 |
| 228 | 0.00224212772234071 | 0.00448425544468141 | 0.99775787227766 |
| 229 | 0.00196517541734533 | 0.00393035083469065 | 0.998034824582655 |
| 230 | 0.00157418800065600 | 0.00314837600131200 | 0.998425811999344 |
| 231 | 0.00127224795359113 | 0.00254449590718226 | 0.99872775204641 |
| 232 | 0.0104478876099084 | 0.0208957752198168 | 0.989552112390092 |
| 233 | 0.00857954915969 | 0.01715909831938 | 0.99142045084031 |
| 234 | 0.00701441388335533 | 0.0140288277667107 | 0.992985586116645 |
| 235 | 0.119258091886012 | 0.238516183772025 | 0.880741908113988 |
| 236 | 0.105874252708348 | 0.211748505416697 | 0.894125747291652 |
| 237 | 0.123545058781912 | 0.247090117563823 | 0.876454941218088 |
| 238 | 0.112858855451148 | 0.225717710902295 | 0.887141144548852 |
| 239 | 0.0992779175793688 | 0.198555835158738 | 0.900722082420631 |
| 240 | 0.128439223681758 | 0.256878447363515 | 0.871560776318242 |
| 241 | 0.187048792187013 | 0.374097584374027 | 0.812951207812987 |
| 242 | 0.236109844923731 | 0.472219689847462 | 0.76389015507627 |
| 243 | 0.216353459606369 | 0.432706919212738 | 0.783646540393631 |
| 244 | 0.211161335895776 | 0.422322671791553 | 0.788838664104224 |
| 245 | 0.199625200509278 | 0.399250401018556 | 0.800374799490722 |
| 246 | 0.179245993372681 | 0.358491986745362 | 0.82075400662732 |
| 247 | 0.162319684073488 | 0.324639368146975 | 0.837680315926512 |
| 248 | 0.144476422664151 | 0.288952845328303 | 0.855523577335849 |
| 249 | 0.163107968827063 | 0.326215937654125 | 0.836892031172937 |
| 250 | 0.168558589916108 | 0.337117179832216 | 0.831441410083892 |
| 251 | 0.151361459827976 | 0.302722919655952 | 0.848638540172024 |
| 252 | 0.141608114090512 | 0.283216228181024 | 0.858391885909488 |
| 253 | 0.230840192638933 | 0.461680385277866 | 0.769159807361067 |
| 254 | 0.211035430759749 | 0.422070861519498 | 0.788964569240251 |
| 255 | 0.220520619688235 | 0.441041239376471 | 0.779479380311765 |
| 256 | 0.299512715994863 | 0.599025431989726 | 0.700487284005137 |
| 257 | 0.278073984751839 | 0.556147969503677 | 0.721926015248161 |
| 258 | 0.412937373029723 | 0.825874746059446 | 0.587062626970277 |
| 259 | 0.420955939618788 | 0.841911879237576 | 0.579044060381212 |
| 260 | 0.416433153003185 | 0.83286630600637 | 0.583566846996815 |
| 261 | 0.410369175028677 | 0.820738350057354 | 0.589630824971323 |
| 262 | 0.382954569546706 | 0.765909139093411 | 0.617045430453294 |
| 263 | 0.354973221311042 | 0.709946442622085 | 0.645026778688958 |
| 264 | 0.438356823214332 | 0.876713646428663 | 0.561643176785668 |
| 265 | 0.410774684102531 | 0.821549368205062 | 0.589225315897469 |
| 266 | 0.393261610672335 | 0.78652322134467 | 0.606738389327665 |
| 267 | 0.366642811824285 | 0.733285623648569 | 0.633357188175715 |
| 268 | 0.40574353374202 | 0.81148706748404 | 0.59425646625798 |
| 269 | 0.394559393353697 | 0.789118786707393 | 0.605440606646303 |
| 270 | 0.40656490593265 | 0.8131298118653 | 0.59343509406735 |
| 271 | 0.376898541383819 | 0.753797082767637 | 0.623101458616181 |
| 272 | 0.398092213258184 | 0.796184426516369 | 0.601907786741816 |
| 273 | 0.398252862184641 | 0.796505724369282 | 0.601747137815359 |
| 274 | 0.368803494774082 | 0.737606989548165 | 0.631196505225918 |
| 275 | 0.402571398851726 | 0.805142797703451 | 0.597428601148274 |
| 276 | 0.378166091430994 | 0.756332182861988 | 0.621833908569006 |
| 277 | 0.350221251102997 | 0.700442502205994 | 0.649778748897003 |
| 278 | 0.322003802707975 | 0.64400760541595 | 0.677996197292025 |
| 279 | 0.356534541896911 | 0.713069083793823 | 0.643465458103089 |
| 280 | 0.3287400254831 | 0.6574800509662 | 0.6712599745169 |
| 281 | 0.308612243932128 | 0.617224487864256 | 0.691387756067872 |
| 282 | 0.359467972518912 | 0.718935945037824 | 0.640532027481088 |
| 283 | 0.332274532888429 | 0.664549065776858 | 0.667725467111571 |
| 284 | 0.316931452439022 | 0.633862904878044 | 0.683068547560978 |
| 285 | 0.290457426968461 | 0.580914853936922 | 0.709542573031539 |
| 286 | 0.283678490481793 | 0.567356980963587 | 0.716321509518207 |
| 287 | 0.264035439811093 | 0.528070879622187 | 0.735964560188907 |
| 288 | 0.238340171327653 | 0.476680342655307 | 0.761659828672347 |
| 289 | 0.215681920842918 | 0.431363841685835 | 0.784318079157083 |
| 290 | 0.201786688640363 | 0.403573377280726 | 0.798213311359637 |
| 291 | 0.188114509288337 | 0.376229018576674 | 0.811885490711663 |
| 292 | 0.17956928039621 | 0.35913856079242 | 0.82043071960379 |
| 293 | 0.187299649111822 | 0.374599298223644 | 0.812700350888178 |
| 294 | 0.225586519570265 | 0.45117303914053 | 0.774413480429735 |
| 295 | 0.232075340009576 | 0.464150680019151 | 0.767924659990424 |
| 296 | 0.288705500892834 | 0.577411001785668 | 0.711294499107166 |
| 297 | 0.359242561037203 | 0.718485122074405 | 0.640757438962797 |
| 298 | 0.339744778997645 | 0.67948955799529 | 0.660255221002355 |
| 299 | 0.310931304606609 | 0.621862609213218 | 0.689068695393391 |
| 300 | 0.295577877492493 | 0.591155754984986 | 0.704422122507507 |
| 301 | 0.300981449065485 | 0.60196289813097 | 0.699018550934515 |
| 302 | 0.276258633576978 | 0.552517267153955 | 0.723741366423022 |
| 303 | 0.259995030641584 | 0.519990061283169 | 0.740004969358416 |
| 304 | 0.238783837373788 | 0.477567674747577 | 0.761216162626212 |
| 305 | 0.217612589827231 | 0.435225179654463 | 0.782387410172769 |
| 306 | 0.193766266193065 | 0.38753253238613 | 0.806233733806935 |
| 307 | 0.174353226193515 | 0.348706452387029 | 0.825646773806485 |
| 308 | 0.159380577647033 | 0.318761155294065 | 0.840619422352967 |
| 309 | 0.140954282280440 | 0.281908564560881 | 0.85904571771956 |
| 310 | 0.148941912884133 | 0.297883825768265 | 0.851058087115868 |
| 311 | 0.136619122632654 | 0.273238245265307 | 0.863380877367346 |
| 312 | 0.119811354671374 | 0.239622709342748 | 0.880188645328626 |
| 313 | 0.108024129543015 | 0.216048259086029 | 0.891975870456985 |
| 314 | 0.0968370821110698 | 0.193674164222140 | 0.90316291788893 |
| 315 | 0.0884460343196577 | 0.176892068639315 | 0.911553965680342 |
| 316 | 0.075526768760363 | 0.151053537520726 | 0.924473231239637 |
| 317 | 0.0963333333592907 | 0.192666666718581 | 0.90366666664071 |
| 318 | 0.082431359218114 | 0.164862718436228 | 0.917568640781886 |
| 319 | 0.0742350169349222 | 0.148470033869844 | 0.925764983065078 |
| 320 | 0.0699085548906631 | 0.139817109781326 | 0.930091445109337 |
| 321 | 0.080492958377064 | 0.160985916754128 | 0.919507041622936 |
| 322 | 0.116432916824480 | 0.232865833648960 | 0.88356708317552 |
| 323 | 0.139254278960994 | 0.278508557921989 | 0.860745721039006 |
| 324 | 0.323659148709989 | 0.647318297419977 | 0.676340851290011 |
| 325 | 0.30867739920357 | 0.61735479840714 | 0.69132260079643 |
| 326 | 0.274310819556962 | 0.548621639113924 | 0.725689180443038 |
| 327 | 0.241659478425109 | 0.483318956850217 | 0.758340521574891 |
| 328 | 0.218390961649703 | 0.436781923299405 | 0.781609038350297 |
| 329 | 0.202189439268591 | 0.404378878537182 | 0.79781056073141 |
| 330 | 0.203539094592252 | 0.407078189184505 | 0.796460905407748 |
| 331 | 0.253946238043865 | 0.50789247608773 | 0.746053761956135 |
| 332 | 0.245592665236154 | 0.491185330472308 | 0.754407334763846 |
| 333 | 0.228655738050941 | 0.457311476101882 | 0.771344261949059 |
| 334 | 0.205171881048607 | 0.410343762097214 | 0.794828118951393 |
| 335 | 0.230016297761724 | 0.460032595523447 | 0.769983702238276 |
| 336 | 0.208608997496212 | 0.417217994992424 | 0.791391002503788 |
| 337 | 0.187121339428845 | 0.37424267885769 | 0.812878660571155 |
| 338 | 0.313884573779049 | 0.627769147558097 | 0.686115426220951 |
| 339 | 0.281032384831103 | 0.562064769662205 | 0.718967615168898 |
| 340 | 0.456064980941876 | 0.912129961883751 | 0.543935019058124 |
| 341 | 0.42894672183504 | 0.85789344367008 | 0.57105327816496 |
| 342 | 0.385539232927942 | 0.771078465855885 | 0.614460767072058 |
| 343 | 0.345664806968953 | 0.691329613937907 | 0.654335193031047 |
| 344 | 0.337423556728018 | 0.674847113456036 | 0.662576443271982 |
| 345 | 0.351904501894486 | 0.703809003788972 | 0.648095498105514 |
| 346 | 0.339927240309454 | 0.679854480618908 | 0.660072759690546 |
| 347 | 0.305179081315747 | 0.610358162631493 | 0.694820918684253 |
| 348 | 0.270263762070035 | 0.540527524140071 | 0.729736237929965 |
| 349 | 0.423438108518423 | 0.846876217036846 | 0.576561891481577 |
| 350 | 0.396437273056671 | 0.792874546113342 | 0.603562726943329 |
| 351 | 0.352603165809497 | 0.705206331618995 | 0.647396834190503 |
| 352 | 0.357555438991203 | 0.715110877982407 | 0.642444561008797 |
| 353 | 0.317369627948768 | 0.634739255897537 | 0.682630372051232 |
| 354 | 0.272028879339509 | 0.544057758679018 | 0.727971120660491 |
| 355 | 0.230865004362475 | 0.46173000872495 | 0.769134995637525 |
| 356 | 0.217133987253902 | 0.434267974507804 | 0.782866012746098 |
| 357 | 0.241150639359730 | 0.482301278719461 | 0.75884936064027 |
| 358 | 0.206629032706721 | 0.413258065413442 | 0.793370967293279 |
| 359 | 0.20257576416839 | 0.40515152833678 | 0.79742423583161 |
| 360 | 0.253477326464665 | 0.506954652929329 | 0.746522673535335 |
| 361 | 0.221654859340653 | 0.443309718681305 | 0.778345140659347 |
| 362 | 0.241429433422859 | 0.482858866845718 | 0.758570566577141 |
| 363 | 0.196167024460087 | 0.392334048920174 | 0.803832975539913 |
| 364 | 0.192519924268099 | 0.385039848536197 | 0.807480075731901 |
| 365 | 0.409675866444954 | 0.819351732889908 | 0.590324133555046 |
| 366 | 0.363753923486601 | 0.727507846973201 | 0.636246076513399 |
| 367 | 0.316246332902289 | 0.632492665804578 | 0.683753667097711 |
| 368 | 0.332786985373042 | 0.665573970746083 | 0.667213014626958 |
| 369 | 0.346139046114959 | 0.692278092229918 | 0.653860953885041 |
| 370 | 0.277466395981654 | 0.554932791963308 | 0.722533604018346 |
| 371 | 0.24606343065014 | 0.49212686130028 | 0.75393656934986 |
| 372 | 0.316326621399135 | 0.632653242798269 | 0.683673378600866 |
| 373 | 0.247189313885861 | 0.494378627771722 | 0.752810686114139 |
| 374 | 0.234049310920844 | 0.468098621841688 | 0.765950689079156 |
| 375 | 0.169430442636410 | 0.338860885272821 | 0.83056955736359 |
| 376 | 0.336224772714279 | 0.672449545428559 | 0.663775227285721 |
| 377 | 0.268589595106043 | 0.537179190212087 | 0.731410404893956 |
| 378 | 0.237610766678842 | 0.475221533357684 | 0.762389233321158 |
| 379 | 0.191519739792931 | 0.383039479585862 | 0.80848026020707 |
| 380 | 0.106968571841866 | 0.213937143683733 | 0.893031428158134 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 171 | 0.463414634146341 | NOK |
| 5% type I error level | 192 | 0.520325203252033 | NOK |
| 10% type I error level | 202 | 0.547425474254743 | NOK |
