| Multiple Linear Regression - Estimated Regression Equation |
| Learning[t] = + 1.94933228525291 + 0.653493146925311Pop[t] + 0.0305177066962255Gender[t] + 0.0700025359624751Connected[t] + 0.0563924721194771Separate[t] + 0.623309096789488Software[t] + 0.0764750221538199Happiness[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) | 1.94933228525291 | 1.246266 | 1.5641 | 0.118911 | 0.059455 |
| Pop | 0.653493146925311 | 0.248484 | 2.6299 | 0.009011 | 0.004506 |
| Gender | 0.0305177066962255 | 0.234546 | 0.1301 | 0.896569 | 0.448285 |
| Connected | 0.0700025359624751 | 0.03288 | 2.1291 | 0.034119 | 0.017059 |
| Separate | 0.0563924721194771 | 0.034285 | 1.6448 | 0.101126 | 0.050563 |
| Software | 0.623309096789488 | 0.051672 | 12.0627 | 0 | 0 |
| Happiness | 0.0764750221538199 | 0.047615 | 1.6061 | 0.109373 | 0.054687 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.697110633887777 |
| R-squared | 0.485963235879418 |
| Adjusted R-squared | 0.47498736191243 |
| F-TEST (value) | 44.2755845540013 |
| F-TEST (DF numerator) | 6 |
| F-TEST (DF denominator) | 281 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 1.89915449290688 |
| Sum Squared Residuals | 1013.50736840787 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 13 | 16.1967205255037 | -3.19672052550372 |
| 2 | 16 | 15.4009516126874 | 0.599048387312637 |
| 3 | 19 | 16.8980174374648 | 2.10198256253522 |
| 4 | 15 | 11.2914104735405 | 3.70858952645952 |
| 5 | 14 | 16.4265694427437 | -2.42656944274373 |
| 6 | 13 | 14.3284549556896 | -1.32845495568956 |
| 7 | 19 | 15.6619681487421 | 3.33803185125788 |
| 8 | 15 | 16.8405360231061 | -1.84053602310610 |
| 9 | 14 | 15.7540054514864 | -1.75400545148642 |
| 10 | 15 | 14.1232581134389 | 0.876741886561137 |
| 11 | 16 | 14.5442547789659 | 1.45574522103410 |
| 12 | 16 | 16.0035130679822 | -0.0035130679822237 |
| 13 | 16 | 15.4811177059460 | 0.518882294053957 |
| 14 | 16 | 15.5863564010966 | 0.413643598903391 |
| 15 | 17 | 17.7561351446679 | -0.756135144667874 |
| 16 | 15 | 15.2542176345475 | -0.254217634547518 |
| 17 | 15 | 14.2312171126990 | 0.768782887301035 |
| 18 | 20 | 16.2161379840774 | 3.78386201592256 |
| 19 | 18 | 15.4028886500927 | 2.59711134990726 |
| 20 | 16 | 15.3812929134319 | 0.618707086568091 |
| 21 | 16 | 14.9368086263733 | 1.06319137362669 |
| 22 | 16 | 14.8725227945809 | 1.12747720541914 |
| 23 | 19 | 16.6800245503679 | 2.31997544963205 |
| 24 | 16 | 15.1968437126759 | 0.803156287324143 |
| 25 | 17 | 15.9172679806268 | 1.08273201937317 |
| 26 | 17 | 16.0992996788069 | 0.900700321193066 |
| 27 | 16 | 14.5533445733650 | 1.44665542663496 |
| 28 | 15 | 16.8269259592631 | -1.82692595926311 |
| 29 | 16 | 15.4312128993600 | 0.568787100639958 |
| 30 | 14 | 13.9181794464320 | 0.0818205535679676 |
| 31 | 15 | 15.2548979053500 | -0.254897905349957 |
| 32 | 12 | 12.2781010733039 | -0.278101073303894 |
| 33 | 14 | 14.5047699496997 | -0.504769949699651 |
| 34 | 16 | 15.7267853238004 | 0.273214676199575 |
| 35 | 14 | 15.2250452901140 | -1.22504529011404 |
| 36 | 10 | 12.2906221949077 | -2.29062219490772 |
| 37 | 10 | 12.6791226812836 | -2.67912268128358 |
| 38 | 14 | 15.6107028005512 | -1.61070280055124 |
| 39 | 16 | 13.9447496619999 | 2.05525033800015 |
| 40 | 16 | 14.1411320267021 | 1.85886797329785 |
| 41 | 16 | 14.3776946708153 | 1.62230532918474 |
| 42 | 14 | 15.5776904574763 | -1.57769045747634 |
| 43 | 20 | 17.640717712879 | 2.35928228712101 |
| 44 | 14 | 14.0646570045483 | -0.0646570045483274 |
| 45 | 14 | 14.2526450249961 | -0.252645024996055 |
| 46 | 11 | 15.5181078988336 | -4.51810789883362 |
| 47 | 14 | 16.7428895086788 | -2.74288950867877 |
| 48 | 15 | 14.8642962746900 | 0.135703725309969 |
| 49 | 16 | 15.452823815363 | 0.547176184636996 |
| 50 | 14 | 15.5413653560491 | -1.54136535604907 |
| 51 | 16 | 16.9662659397277 | -0.966265939727748 |
| 52 | 14 | 13.8384220246101 | 0.161577975389889 |
| 53 | 12 | 15.0247925680861 | -3.02479256808606 |
| 54 | 16 | 16.1770618262479 | -0.177061826247930 |
| 55 | 9 | 10.6817114405940 | -1.68171144059399 |
| 56 | 14 | 12.0841534067120 | 1.91584659328803 |
| 57 | 16 | 15.9840956094082 | 0.015904390591811 |
| 58 | 16 | 15.2075952276296 | 0.792404772370382 |
| 59 | 15 | 14.9971485896212 | 0.00285141037880324 |
| 60 | 16 | 14.1515671833640 | 1.84843281663597 |
| 61 | 12 | 11.2568545851548 | 0.743145414845177 |
| 62 | 16 | 15.6541503002880 | 0.345849699711975 |
| 63 | 16 | 16.5547184845252 | -0.554718484525167 |
| 64 | 14 | 14.7042086527307 | -0.704208652730738 |
| 65 | 16 | 15.3884304910836 | 0.611569508916438 |
| 66 | 17 | 16.0072041390871 | 0.99279586091294 |
| 67 | 18 | 16.6947235564501 | 1.30527644354988 |
| 68 | 18 | 13.9995985888086 | 4.00040141119142 |
| 69 | 12 | 16.2459754199712 | -4.24597541997123 |
| 70 | 16 | 15.7662701530667 | 0.233729846933329 |
| 71 | 10 | 13.3501738795228 | -3.35017387952285 |
| 72 | 14 | 15.0263361133968 | -1.02633611339681 |
| 73 | 18 | 17.0861884616184 | 0.913811538381645 |
| 74 | 18 | 17.448465843011 | 0.551534156989019 |
| 75 | 16 | 14.9793928516018 | 1.02060714839821 |
| 76 | 17 | 13.5826983419465 | 3.41730165805346 |
| 77 | 16 | 16.7130520727850 | -0.713052072784978 |
| 78 | 16 | 14.6121713499864 | 1.38782865001357 |
| 79 | 13 | 14.9378975686125 | -1.93789756861248 |
| 80 | 16 | 15.1894004594892 | 0.81059954051079 |
| 81 | 16 | 15.5698726090222 | 0.430127390977756 |
| 82 | 16 | 15.7967878597629 | 0.2032121402371 |
| 83 | 15 | 15.7571803586675 | -0.757180358667533 |
| 84 | 15 | 14.7942937387276 | 0.205706261272445 |
| 85 | 16 | 13.9953347393883 | 2.00466526061171 |
| 86 | 14 | 14.2191354148246 | -0.219135414824587 |
| 87 | 16 | 15.4111303493257 | 0.588869650674301 |
| 88 | 16 | 14.9418602390830 | 1.05813976091698 |
| 89 | 15 | 14.8194127221295 | 0.180587277870518 |
| 90 | 12 | 13.7434079977327 | -1.7434079977327 |
| 91 | 17 | 17.3018052811888 | -0.301805281188814 |
| 92 | 16 | 16.0223577482408 | -0.0223577482408084 |
| 93 | 15 | 15.0027729806464 | -0.00277298064636092 |
| 94 | 13 | 14.8290752948441 | -1.82907529484407 |
| 95 | 16 | 14.8502623600682 | 1.14973763993183 |
| 96 | 16 | 16.2178920177769 | -0.217892017776924 |
| 97 | 16 | 13.5120307145238 | 2.48796928547625 |
| 98 | 16 | 15.8900478529408 | 0.109952147059170 |
| 99 | 14 | 14.2532518794808 | -0.253251879480793 |
| 100 | 16 | 17.3499712334175 | -1.34997123341746 |
| 101 | 16 | 14.9407561175017 | 1.05924388249828 |
| 102 | 20 | 17.8131927082477 | 2.18680729175234 |
| 103 | 15 | 14.1195211106992 | 0.880478889300815 |
| 104 | 16 | 15.1462586352874 | 0.853741364712584 |
| 105 | 13 | 15.3754703393587 | -2.37547033935874 |
| 106 | 17 | 15.9704855455652 | 1.02951445443481 |
| 107 | 16 | 16.2990703130805 | -0.299070313080476 |
| 108 | 16 | 14.7178035372316 | 1.28219646276840 |
| 109 | 12 | 13.1398499133435 | -1.13984991334355 |
| 110 | 16 | 15.2775977635921 | 0.722402236407907 |
| 111 | 16 | 16.2319259323988 | -0.231925932398788 |
| 112 | 17 | 15.0360909992563 | 1.96390900074374 |
| 113 | 12 | 14.7504223882119 | -2.75042238821190 |
| 114 | 18 | 16.3240969833375 | 1.67590301666246 |
| 115 | 14 | 16.3727942788320 | -2.37279427883205 |
| 116 | 14 | 13.3262513308471 | 0.673748669152915 |
| 117 | 13 | 14.8442137246557 | -1.84421372465569 |
| 118 | 16 | 15.8739279733770 | 0.126072026622972 |
| 119 | 13 | 14.7735309178908 | -1.77353091789077 |
| 120 | 16 | 15.4996870693539 | 0.500312930646103 |
| 121 | 13 | 16.1195804118893 | -3.11958041188928 |
| 122 | 16 | 17.2398035973863 | -1.23980359738630 |
| 123 | 15 | 16.151744659798 | -1.151744659798 |
| 124 | 16 | 17.0081850734959 | -1.00818507349592 |
| 125 | 15 | 14.6706497870479 | 0.32935021295215 |
| 126 | 17 | 16.0692365751823 | 0.930763424817718 |
| 127 | 15 | 14.0363631139653 | 0.963636886034711 |
| 128 | 12 | 14.9479088744955 | -2.94790887449550 |
| 129 | 16 | 13.9311244188147 | 2.06887558118528 |
| 130 | 10 | 13.9121308110196 | -3.91213081101955 |
| 131 | 16 | 13.6535641524173 | 2.34643584758268 |
| 132 | 12 | 14.1881934637410 | -2.18819346374104 |
| 133 | 14 | 15.9626676971111 | -1.9626676971111 |
| 134 | 15 | 15.2121154970735 | -0.212115497073478 |
| 135 | 13 | 12.2545379405534 | 0.745462059446554 |
| 136 | 15 | 14.8836985539219 | 0.116301446078066 |
| 137 | 11 | 13.7814719535173 | -2.78147195351732 |
| 138 | 12 | 13.1343740562465 | -1.13437405624652 |
| 139 | 11 | 13.3505977303017 | -2.35059773030171 |
| 140 | 16 | 12.9243664483591 | 3.07563355164091 |
| 141 | 15 | 13.6228052050397 | 1.37719479496035 |
| 142 | 17 | 17.1274425039262 | -0.127442503926215 |
| 143 | 16 | 14.0734563027546 | 1.92654369724540 |
| 144 | 10 | 13.3916843418543 | -3.39168434185428 |
| 145 | 18 | 15.722639649624 | 2.27736035037599 |
| 146 | 13 | 15.4739801282944 | -2.47398012829439 |
| 147 | 16 | 14.9884826460009 | 1.01151735399908 |
| 148 | 13 | 13.1555303691779 | -0.155530369177903 |
| 149 | 10 | 13.0795099500957 | -3.07950995009566 |
| 150 | 15 | 16.7571646639821 | -1.75716466398207 |
| 151 | 16 | 13.9592078210090 | 2.04079217899097 |
| 152 | 16 | 11.9402931568035 | 4.05970684319653 |
| 153 | 14 | 12.8855315312110 | 1.11446846878898 |
| 154 | 10 | 12.6722415236555 | -2.67224152365550 |
| 155 | 13 | 11.7704506489847 | 1.22954935101527 |
| 156 | 15 | 14.0363631139653 | 0.963636886034711 |
| 157 | 16 | 14.6685638221059 | 1.33143617789409 |
| 158 | 12 | 12.9205112703755 | -0.92051127037554 |
| 159 | 13 | 12.3034462207792 | 0.69655377922076 |
| 160 | 12 | 11.6427382596654 | 0.357261740334557 |
| 161 | 17 | 16.4203079412837 | 0.579692058716324 |
| 162 | 15 | 13.557083816766 | 1.44291618323400 |
| 163 | 10 | 11.1488653299446 | -1.14886532994457 |
| 164 | 14 | 13.8374103189078 | 0.162589681092228 |
| 165 | 11 | 13.6071371572801 | -2.60713715728013 |
| 166 | 13 | 14.6708345160717 | -1.67083451607167 |
| 167 | 16 | 14.0939065855186 | 1.90609341448136 |
| 168 | 12 | 10.2453634792078 | 1.75463652079224 |
| 169 | 16 | 15.2897722709539 | 0.710227729046113 |
| 170 | 12 | 13.7145389511754 | -1.71453895117536 |
| 171 | 9 | 10.7770743033739 | -1.77707430337394 |
| 172 | 12 | 14.7822400218786 | -2.78224002187859 |
| 173 | 15 | 14.0137253129179 | 0.986274687082144 |
| 174 | 12 | 12.1056433762038 | -0.105643376203762 |
| 175 | 12 | 12.2686646646627 | -0.268664664662725 |
| 176 | 14 | 13.3547865648457 | 0.645213435154327 |
| 177 | 12 | 13.1774749417413 | -1.17747494174127 |
| 178 | 16 | 15.0804297545268 | 0.91957024547323 |
| 179 | 11 | 10.8252250762605 | 0.174774923739544 |
| 180 | 19 | 16.6463016805405 | 2.35369831945955 |
| 181 | 15 | 14.9643472312776 | 0.0356527687224169 |
| 182 | 8 | 13.8022045184039 | -5.80220451840394 |
| 183 | 16 | 14.7239445885231 | 1.27605541147695 |
| 184 | 17 | 14.3138180068021 | 2.6861819931979 |
| 185 | 12 | 11.9684045400232 | 0.0315954599768104 |
| 186 | 11 | 10.8457314770737 | 0.154268522926336 |
| 187 | 11 | 10.1773131599928 | 0.822686840007234 |
| 188 | 14 | 14.5709945442154 | -0.57099454421541 |
| 189 | 16 | 15.4460047149296 | 0.553995285070372 |
| 190 | 12 | 9.09793534536687 | 2.90206465463313 |
| 191 | 16 | 14.2140855274328 | 1.78591447256718 |
| 192 | 13 | 13.4047065507738 | -0.404706550773805 |
| 193 | 15 | 15.0797494837243 | -0.0797494837243312 |
| 194 | 16 | 12.7885350316360 | 3.21146496836403 |
| 195 | 16 | 14.9268146187588 | 1.07318538124118 |
| 196 | 14 | 12.3419496002933 | 1.6580503997067 |
| 197 | 16 | 13.9091668885697 | 2.09083311143027 |
| 198 | 14 | 12.7013836121388 | 1.29861638786118 |
| 199 | 11 | 12.9874423914012 | -1.9874423914012 |
| 200 | 12 | 14.6078620652739 | -2.60786206527386 |
| 201 | 15 | 12.3408758373963 | 2.65912416260374 |
| 202 | 15 | 14.3935906079662 | 0.606409392033848 |
| 203 | 16 | 14.4435105938943 | 1.55648940610572 |
| 204 | 16 | 15.1328595561757 | 0.867140443824294 |
| 205 | 11 | 13.5576414157393 | -2.55764141573931 |
| 206 | 15 | 13.6470614102758 | 1.35293858972418 |
| 207 | 12 | 14.3888721554743 | -2.38887215547429 |
| 208 | 12 | 16.0040145489064 | -4.00401454890637 |
| 209 | 15 | 14.0863451570881 | 0.913654842911875 |
| 210 | 15 | 11.6051904678046 | 3.39480953219545 |
| 211 | 16 | 14.7246096799834 | 1.27539032001664 |
| 212 | 14 | 12.6994313953913 | 1.30056860460866 |
| 213 | 17 | 14.4201456441918 | 2.57985435580816 |
| 214 | 14 | 13.9310342245963 | 0.0689657754037351 |
| 215 | 13 | 12.0414330556302 | 0.958566944369807 |
| 216 | 15 | 15.3260821930390 | -0.326082193039021 |
| 217 | 13 | 14.5813070290482 | -1.58130702904818 |
| 218 | 14 | 14.0962489704842 | -0.0962489704841555 |
| 219 | 15 | 14.3389521695462 | 0.661047830453843 |
| 220 | 12 | 12.6808772113256 | -0.680877211325614 |
| 221 | 8 | 11.2135150742476 | -3.21351507424758 |
| 222 | 14 | 13.6100863967304 | 0.389913603269619 |
| 223 | 14 | 12.7042421610281 | 1.29575783897194 |
| 224 | 11 | 12.4119521362558 | -1.41195213625578 |
| 225 | 12 | 12.7541621469562 | -0.75416214695619 |
| 226 | 13 | 10.8622152691480 | 2.13778473085197 |
| 227 | 10 | 13.323696079834 | -3.32369607983399 |
| 228 | 16 | 10.9937374011586 | 5.00626259884142 |
| 229 | 18 | 16.4314081894059 | 1.56859181059413 |
| 230 | 13 | 13.6211866448526 | -0.621186644852575 |
| 231 | 11 | 13.2919064271927 | -2.29190642719272 |
| 232 | 4 | 10.8887551260316 | -6.88875512603159 |
| 233 | 13 | 14.4659047766014 | -1.46590477660143 |
| 234 | 16 | 14.0025495535768 | 1.99745044642322 |
| 235 | 10 | 11.4355892006673 | -1.43558920066725 |
| 236 | 12 | 11.5481329042248 | 0.451867095775234 |
| 237 | 12 | 13.8413578100362 | -1.84135781003618 |
| 238 | 10 | 8.2760200677619 | 1.72397993223811 |
| 239 | 13 | 10.9179274704651 | 2.08207252953493 |
| 240 | 12 | 11.7808403703543 | 0.219159629645673 |
| 241 | 14 | 12.7671071193389 | 1.23289288066112 |
| 242 | 10 | 12.9849325756804 | -2.98493257568040 |
| 243 | 12 | 10.2453630855993 | 1.75463691440069 |
| 244 | 12 | 11.1052348265019 | 0.894765173498093 |
| 245 | 11 | 11.5470439619856 | -0.547043961985592 |
| 246 | 10 | 11.4213140453639 | -1.42131404536395 |
| 247 | 12 | 11.1513152073971 | 0.848684792602932 |
| 248 | 16 | 12.6984499456392 | 3.30155005436085 |
| 249 | 12 | 13.5511689295480 | -1.55116892954797 |
| 250 | 14 | 13.9644704184500 | 0.0355295815499680 |
| 251 | 16 | 14.6539268732184 | 1.34607312678156 |
| 252 | 14 | 11.6292356883094 | 2.37076431169057 |
| 253 | 13 | 14.4908132716146 | -1.49081327161462 |
| 254 | 4 | 8.75639042612676 | -4.75639042612676 |
| 255 | 15 | 13.4887430013581 | 1.51125699864186 |
| 256 | 11 | 15.0991669422984 | -4.09916694229837 |
| 257 | 11 | 11.6780515526563 | -0.678051552656262 |
| 258 | 14 | 12.4643971172468 | 1.53560288275316 |
| 259 | 15 | 14.6182820425936 | 0.381717957406382 |
| 260 | 14 | 11.9721107904702 | 2.02788920952984 |
| 261 | 13 | 12.7925576403748 | 0.207442359625186 |
| 262 | 11 | 12.2546307500409 | -1.25463075004086 |
| 263 | 15 | 13.7845566664800 | 1.21544333352003 |
| 264 | 11 | 11.2830630071385 | -0.28306300713848 |
| 265 | 13 | 11.6540215114935 | 1.34597848850649 |
| 266 | 13 | 11.5831708803649 | 1.41682911963515 |
| 267 | 16 | 13.5116841002817 | 2.48831589971828 |
| 268 | 13 | 12.2235554443713 | 0.776444555628686 |
| 269 | 16 | 14.9339521964105 | 1.06604780358953 |
| 270 | 16 | 15.8343977088185 | 0.165602291181504 |
| 271 | 12 | 11.4401587256225 | 0.559841274377467 |
| 272 | 7 | 10.8122952832199 | -3.8122952832199 |
| 273 | 16 | 13.9145504325219 | 2.0854495674781 |
| 274 | 5 | 9.20467165419334 | -4.20467165419334 |
| 275 | 16 | 13.1462921435847 | 2.85370785641526 |
| 276 | 4 | 8.64172838275076 | -4.64172838275076 |
| 277 | 12 | 13.3400723794214 | -1.34007237942137 |
| 278 | 15 | 14.1310305266007 | 0.86896947339933 |
| 279 | 14 | 14.8341122245542 | -0.83411222455421 |
| 280 | 11 | 13.0205622269631 | -2.02056222696309 |
| 281 | 16 | 14.9844297813119 | 1.01557021868807 |
| 282 | 15 | 13.6374140169034 | 1.36258598309663 |
| 283 | 12 | 12.0787396068096 | -0.0787396068096423 |
| 284 | 6 | 8.99807980056002 | -2.99807980056002 |
| 285 | 16 | 14.5182164030065 | 1.48178359699351 |
| 286 | 10 | 13.3329348017697 | -3.33293480176972 |
| 287 | 15 | 16.0797337890389 | -1.07973378903887 |
| 288 | 14 | 14.4912371223935 | -0.491237122393488 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 10 | 0.81408626134769 | 0.371827477304618 | 0.185913738652309 |
| 11 | 0.761229325523223 | 0.477541348953555 | 0.238770674476777 |
| 12 | 0.784144665799992 | 0.431710668400016 | 0.215855334200008 |
| 13 | 0.719161450846134 | 0.561677098307732 | 0.280838549153866 |
| 14 | 0.712411879221667 | 0.575176241556666 | 0.287588120778333 |
| 15 | 0.669044511839594 | 0.661910976320811 | 0.330955488160405 |
| 16 | 0.612600387080064 | 0.774799225839873 | 0.387399612919936 |
| 17 | 0.524822802404638 | 0.950354395190725 | 0.475177197595362 |
| 18 | 0.855741154814498 | 0.288517690371005 | 0.144258845185502 |
| 19 | 0.849998819513108 | 0.300002360973783 | 0.150001180486892 |
| 20 | 0.80200281047647 | 0.395994379047061 | 0.197997189523530 |
| 21 | 0.745897869930954 | 0.508204260138092 | 0.254102130069046 |
| 22 | 0.684099119237835 | 0.63180176152433 | 0.315900880762165 |
| 23 | 0.703792204183171 | 0.592415591633657 | 0.296207795816829 |
| 24 | 0.640615637606269 | 0.718768724787462 | 0.359384362393731 |
| 25 | 0.577482789177759 | 0.845034421644483 | 0.422517210822241 |
| 26 | 0.510840199927044 | 0.978319600145911 | 0.489159800072956 |
| 27 | 0.447186101972807 | 0.894372203945614 | 0.552813898027193 |
| 28 | 0.4304026560373 | 0.8608053120746 | 0.5695973439627 |
| 29 | 0.369874070903403 | 0.739748141806805 | 0.630125929096597 |
| 30 | 0.356279887151216 | 0.712559774302432 | 0.643720112848784 |
| 31 | 0.300856874206313 | 0.601713748412626 | 0.699143125793687 |
| 32 | 0.285203192192067 | 0.570406384384134 | 0.714796807807933 |
| 33 | 0.251839765907608 | 0.503679531815215 | 0.748160234092392 |
| 34 | 0.207049743900599 | 0.414099487801198 | 0.792950256099401 |
| 35 | 0.205931838932882 | 0.411863677865765 | 0.794068161067118 |
| 36 | 0.294191589926571 | 0.588383179853141 | 0.705808410073429 |
| 37 | 0.381722839826487 | 0.763445679652975 | 0.618277160173513 |
| 38 | 0.383989808759571 | 0.767979617519143 | 0.616010191240429 |
| 39 | 0.412444714595412 | 0.824889429190823 | 0.587555285404588 |
| 40 | 0.391693744234272 | 0.783387488468545 | 0.608306255765728 |
| 41 | 0.357991618691334 | 0.715983237382668 | 0.642008381308666 |
| 42 | 0.344927714219763 | 0.689855428439526 | 0.655072285780237 |
| 43 | 0.357907768525071 | 0.715815537050142 | 0.642092231474929 |
| 44 | 0.317195445568800 | 0.634390891137599 | 0.6828045544312 |
| 45 | 0.281112065180269 | 0.562224130360538 | 0.718887934819731 |
| 46 | 0.516421228254308 | 0.967157543491384 | 0.483578771745692 |
| 47 | 0.567873751768147 | 0.864252496463707 | 0.432126248231853 |
| 48 | 0.521401393801848 | 0.957197212396304 | 0.478598606198152 |
| 49 | 0.477155337160499 | 0.954310674320998 | 0.522844662839501 |
| 50 | 0.480679222342281 | 0.961358444684563 | 0.519320777657719 |
| 51 | 0.438573970753701 | 0.877147941507401 | 0.561426029246299 |
| 52 | 0.393324924345819 | 0.786649848691637 | 0.606675075654181 |
| 53 | 0.446961455047453 | 0.893922910094906 | 0.553038544952547 |
| 54 | 0.404471451454385 | 0.80894290290877 | 0.595528548545615 |
| 55 | 0.406474981449883 | 0.812949962899766 | 0.593525018550117 |
| 56 | 0.390812560784678 | 0.781625121569357 | 0.609187439215322 |
| 57 | 0.349516667635936 | 0.699033335271873 | 0.650483332364064 |
| 58 | 0.326711949330064 | 0.653423898660129 | 0.673288050669936 |
| 59 | 0.287653471802315 | 0.57530694360463 | 0.712346528197685 |
| 60 | 0.289704324453997 | 0.579408648907994 | 0.710295675546003 |
| 61 | 0.260293166371497 | 0.520586332742994 | 0.739706833628503 |
| 62 | 0.226680753266022 | 0.453361506532045 | 0.773319246733978 |
| 63 | 0.195968930174228 | 0.391937860348455 | 0.804031069825772 |
| 64 | 0.169447926814637 | 0.338895853629274 | 0.830552073185363 |
| 65 | 0.146350810803735 | 0.29270162160747 | 0.853649189196265 |
| 66 | 0.134138661831729 | 0.268277323663459 | 0.86586133816827 |
| 67 | 0.127503792936273 | 0.255007585872545 | 0.872496207063727 |
| 68 | 0.218035433171164 | 0.436070866342327 | 0.781964566828837 |
| 69 | 0.342188534506532 | 0.684377069013065 | 0.657811465493467 |
| 70 | 0.306235927463672 | 0.612471854927345 | 0.693764072536328 |
| 71 | 0.390194196294308 | 0.780388392588616 | 0.609805803705692 |
| 72 | 0.356334238230657 | 0.712668476461313 | 0.643665761769343 |
| 73 | 0.338884780293373 | 0.677769560586746 | 0.661115219706627 |
| 74 | 0.311393237631701 | 0.622786475263402 | 0.688606762368299 |
| 75 | 0.280709103781977 | 0.561418207563953 | 0.719290896218023 |
| 76 | 0.335687511539226 | 0.671375023078452 | 0.664312488460774 |
| 77 | 0.303569758925077 | 0.607139517850155 | 0.696430241074923 |
| 78 | 0.281518155545272 | 0.563036311090544 | 0.718481844454728 |
| 79 | 0.285126826692255 | 0.57025365338451 | 0.714873173307745 |
| 80 | 0.257586401542857 | 0.515172803085713 | 0.742413598457143 |
| 81 | 0.231165044081092 | 0.462330088162185 | 0.768834955918908 |
| 82 | 0.203898145227965 | 0.40779629045593 | 0.796101854772035 |
| 83 | 0.184079681084158 | 0.368159362168315 | 0.815920318915842 |
| 84 | 0.159801219158885 | 0.31960243831777 | 0.840198780841115 |
| 85 | 0.156752144892515 | 0.313504289785031 | 0.843247855107485 |
| 86 | 0.134875695592182 | 0.269751391184365 | 0.865124304407818 |
| 87 | 0.116908595914122 | 0.233817191828243 | 0.883091404085878 |
| 88 | 0.103935723614244 | 0.207871447228488 | 0.896064276385756 |
| 89 | 0.0879825793184272 | 0.175965158636854 | 0.912017420681573 |
| 90 | 0.0835260265340967 | 0.167052053068193 | 0.916473973465903 |
| 91 | 0.0715942846745897 | 0.143188569349179 | 0.92840571532541 |
| 92 | 0.0609637923475363 | 0.121927584695073 | 0.939036207652464 |
| 93 | 0.0517020187507705 | 0.103404037501541 | 0.94829798124923 |
| 94 | 0.0532408909662384 | 0.106481781932477 | 0.946759109033762 |
| 95 | 0.0467347530242499 | 0.0934695060484998 | 0.95326524697575 |
| 96 | 0.0385127070220555 | 0.077025414044111 | 0.961487292977945 |
| 97 | 0.0417362682329813 | 0.0834725364659625 | 0.958263731767019 |
| 98 | 0.0341719551985899 | 0.0683439103971798 | 0.96582804480141 |
| 99 | 0.0277502789276285 | 0.0555005578552569 | 0.972249721072372 |
| 100 | 0.0248782951046451 | 0.0497565902092902 | 0.975121704895355 |
| 101 | 0.0214931398045805 | 0.042986279609161 | 0.97850686019542 |
| 102 | 0.0254158726861089 | 0.0508317453722177 | 0.97458412731389 |
| 103 | 0.0213231475601716 | 0.0426462951203431 | 0.978676852439828 |
| 104 | 0.0188440854235411 | 0.0376881708470822 | 0.981155914576459 |
| 105 | 0.0239094666217548 | 0.0478189332435096 | 0.976090533378245 |
| 106 | 0.0204778942220001 | 0.0409557884440002 | 0.979522105778 |
| 107 | 0.0163938922168664 | 0.0327877844337328 | 0.983606107783134 |
| 108 | 0.0149252124835692 | 0.0298504249671385 | 0.98507478751643 |
| 109 | 0.0127397008788011 | 0.0254794017576023 | 0.987260299121199 |
| 110 | 0.0105051719089915 | 0.0210103438179831 | 0.989494828091009 |
| 111 | 0.00826461365069741 | 0.0165292273013948 | 0.991735386349303 |
| 112 | 0.00971527581198813 | 0.0194305516239763 | 0.990284724188012 |
| 113 | 0.0136348766829365 | 0.0272697533658729 | 0.986365123317064 |
| 114 | 0.0131765717509175 | 0.0263531435018351 | 0.986823428249082 |
| 115 | 0.0139943263867565 | 0.0279886527735129 | 0.986005673613244 |
| 116 | 0.0117348412744819 | 0.0234696825489638 | 0.988265158725518 |
| 117 | 0.0116259487419365 | 0.0232518974838731 | 0.988374051258063 |
| 118 | 0.00922112841125126 | 0.0184422568225025 | 0.990778871588749 |
| 119 | 0.00861133359943531 | 0.0172226671988706 | 0.991388666400565 |
| 120 | 0.00692821844191024 | 0.0138564368838205 | 0.99307178155809 |
| 121 | 0.00999639730020508 | 0.0199927946004102 | 0.990003602699795 |
| 122 | 0.00850808714494459 | 0.0170161742898892 | 0.991491912855055 |
| 123 | 0.00758308613232852 | 0.0151661722646570 | 0.992416913867672 |
| 124 | 0.00632385276201876 | 0.0126477055240375 | 0.99367614723798 |
| 125 | 0.00501305548590147 | 0.0100261109718029 | 0.994986944514099 |
| 126 | 0.00420040265914217 | 0.00840080531828434 | 0.995799597340858 |
| 127 | 0.00347047296951646 | 0.00694094593903293 | 0.996529527030483 |
| 128 | 0.00535824264931584 | 0.0107164852986317 | 0.994641757350684 |
| 129 | 0.00568698999003677 | 0.0113739799800735 | 0.994313010009963 |
| 130 | 0.0124270263651187 | 0.0248540527302373 | 0.987572973634881 |
| 131 | 0.0137815150574993 | 0.0275630301149985 | 0.9862184849425 |
| 132 | 0.0148180869973087 | 0.0296361739946173 | 0.98518191300269 |
| 133 | 0.0146417651598182 | 0.0292835303196365 | 0.985358234840182 |
| 134 | 0.0118716402018548 | 0.0237432804037096 | 0.988128359798145 |
| 135 | 0.00985584753831606 | 0.0197116950766321 | 0.990144152461684 |
| 136 | 0.00782947463371303 | 0.0156589492674261 | 0.992170525366287 |
| 137 | 0.0104367221830346 | 0.0208734443660692 | 0.989563277816965 |
| 138 | 0.0093357554596756 | 0.0186715109193512 | 0.990664244540324 |
| 139 | 0.0107308754212643 | 0.0214617508425287 | 0.989269124578736 |
| 140 | 0.0147995775811178 | 0.0295991551622355 | 0.985200422418882 |
| 141 | 0.0137372214565108 | 0.0274744429130215 | 0.98626277854349 |
| 142 | 0.0113687319590070 | 0.0227374639180141 | 0.988631268040993 |
| 143 | 0.0113900661654882 | 0.0227801323309764 | 0.988609933834512 |
| 144 | 0.0214370332144918 | 0.0428740664289837 | 0.978562966785508 |
| 145 | 0.0230377881679705 | 0.0460755763359411 | 0.97696221183203 |
| 146 | 0.0261027635658703 | 0.0522055271317407 | 0.97389723643413 |
| 147 | 0.0225778636574895 | 0.0451557273149789 | 0.97742213634251 |
| 148 | 0.0183778009177402 | 0.0367556018354804 | 0.98162219908226 |
| 149 | 0.0270909854029118 | 0.0541819708058236 | 0.972909014597088 |
| 150 | 0.0273860420776806 | 0.0547720841553611 | 0.97261395792232 |
| 151 | 0.0274956603850688 | 0.0549913207701376 | 0.972504339614931 |
| 152 | 0.0508732003312983 | 0.101746400662597 | 0.949126799668702 |
| 153 | 0.0452335304082293 | 0.0904670608164587 | 0.95476646959177 |
| 154 | 0.0566435336025762 | 0.113287067205152 | 0.943356466397424 |
| 155 | 0.0497612812859365 | 0.099522562571873 | 0.950238718714064 |
| 156 | 0.0427690427075912 | 0.0855380854151824 | 0.957230957292409 |
| 157 | 0.0406570504209577 | 0.0813141008419155 | 0.959342949579042 |
| 158 | 0.0341824770836162 | 0.0683649541672324 | 0.965817522916384 |
| 159 | 0.0288721702887758 | 0.0577443405775516 | 0.971127829711224 |
| 160 | 0.0246136352485875 | 0.0492272704971751 | 0.975386364751412 |
| 161 | 0.0206410007401242 | 0.0412820014802483 | 0.979358999259876 |
| 162 | 0.0181205232428178 | 0.0362410464856357 | 0.981879476757182 |
| 163 | 0.0167382074766192 | 0.0334764149532384 | 0.98326179252338 |
| 164 | 0.0134700745591786 | 0.0269401491183572 | 0.986529925440821 |
| 165 | 0.0167835147800124 | 0.0335670295600249 | 0.983216485219988 |
| 166 | 0.0166327531842505 | 0.0332655063685011 | 0.98336724681575 |
| 167 | 0.0170508725865711 | 0.0341017451731422 | 0.98294912741343 |
| 168 | 0.0171204334823333 | 0.0342408669646666 | 0.982879566517667 |
| 169 | 0.0140272526747086 | 0.0280545053494173 | 0.985972747325291 |
| 170 | 0.0133266804177280 | 0.0266533608354560 | 0.986673319582272 |
| 171 | 0.0131585678793743 | 0.0263171357587485 | 0.986841432120626 |
| 172 | 0.0158147130002957 | 0.0316294260005914 | 0.984185286999704 |
| 173 | 0.0136203407545708 | 0.0272406815091417 | 0.98637965924543 |
| 174 | 0.0108808164097114 | 0.0217616328194227 | 0.989119183590289 |
| 175 | 0.00864151646422963 | 0.0172830329284593 | 0.99135848353577 |
| 176 | 0.00700675685431188 | 0.0140135137086238 | 0.992993243145688 |
| 177 | 0.0060471894783343 | 0.0120943789566686 | 0.993952810521666 |
| 178 | 0.00503913040171671 | 0.0100782608034334 | 0.994960869598283 |
| 179 | 0.00401747388770052 | 0.00803494777540104 | 0.9959825261123 |
| 180 | 0.00451027302554978 | 0.00902054605109956 | 0.99548972697445 |
| 181 | 0.00350849953057786 | 0.00701699906115572 | 0.996491500469422 |
| 182 | 0.0275600779864224 | 0.0551201559728448 | 0.972439922013578 |
| 183 | 0.0244928029101194 | 0.0489856058202387 | 0.97550719708988 |
| 184 | 0.0308406156426509 | 0.0616812312853018 | 0.96915938435735 |
| 185 | 0.0256600952988652 | 0.0513201905977304 | 0.974339904701135 |
| 186 | 0.0209850431293722 | 0.0419700862587445 | 0.979014956870628 |
| 187 | 0.0177004827624057 | 0.0354009655248114 | 0.982299517237594 |
| 188 | 0.0155464338407518 | 0.0310928676815035 | 0.984453566159248 |
| 189 | 0.0126041268945271 | 0.0252082537890542 | 0.987395873105473 |
| 190 | 0.0178486766765944 | 0.0356973533531888 | 0.982151323323406 |
| 191 | 0.0163610462607619 | 0.0327220925215238 | 0.983638953739238 |
| 192 | 0.0133225813898815 | 0.0266451627797631 | 0.986677418610118 |
| 193 | 0.0105817942140977 | 0.0211635884281953 | 0.989418205785902 |
| 194 | 0.0160191438109151 | 0.0320382876218302 | 0.983980856189085 |
| 195 | 0.0132084138601339 | 0.0264168277202678 | 0.986791586139866 |
| 196 | 0.0122595458084661 | 0.0245190916169323 | 0.987740454191534 |
| 197 | 0.0120194386826860 | 0.0240388773653719 | 0.987980561317314 |
| 198 | 0.0100451366970225 | 0.0200902733940451 | 0.989954863302977 |
| 199 | 0.00992672182556577 | 0.0198534436511315 | 0.990073278174434 |
| 200 | 0.0122626135299298 | 0.0245252270598595 | 0.98773738647007 |
| 201 | 0.0147089344703591 | 0.0294178689407182 | 0.98529106552964 |
| 202 | 0.0116918816805833 | 0.0233837633611667 | 0.988308118319417 |
| 203 | 0.0101582554304047 | 0.0203165108608094 | 0.989841744569595 |
| 204 | 0.00818288087808572 | 0.0163657617561714 | 0.991817119121914 |
| 205 | 0.00955555963254857 | 0.0191111192650971 | 0.990444440367451 |
| 206 | 0.0085584200582121 | 0.0171168401164242 | 0.991441579941788 |
| 207 | 0.0112261900818945 | 0.022452380163789 | 0.988773809918105 |
| 208 | 0.0255247968361541 | 0.0510495936723081 | 0.974475203163846 |
| 209 | 0.0208421362086142 | 0.0416842724172285 | 0.979157863791386 |
| 210 | 0.0326169724430506 | 0.0652339448861011 | 0.96738302755695 |
| 211 | 0.0274509623380594 | 0.0549019246761188 | 0.97254903766194 |
| 212 | 0.0252540497854446 | 0.0505080995708893 | 0.974745950214555 |
| 213 | 0.0270896554869252 | 0.0541793109738504 | 0.972910344513075 |
| 214 | 0.0217157530352981 | 0.0434315060705963 | 0.978284246964702 |
| 215 | 0.0185801398321022 | 0.0371602796642045 | 0.981419860167898 |
| 216 | 0.0154426394915634 | 0.0308852789831269 | 0.984557360508437 |
| 217 | 0.0145419798228549 | 0.0290839596457098 | 0.985458020177145 |
| 218 | 0.0113822719793874 | 0.0227645439587748 | 0.988617728020613 |
| 219 | 0.00883245461652202 | 0.0176649092330440 | 0.991167545383478 |
| 220 | 0.00694592460510911 | 0.0138918492102182 | 0.99305407539489 |
| 221 | 0.0110796042713699 | 0.0221592085427399 | 0.98892039572863 |
| 222 | 0.00860517707816139 | 0.0172103541563228 | 0.991394822921839 |
| 223 | 0.00744668633657166 | 0.0148933726731433 | 0.992553313663428 |
| 224 | 0.00633980485973168 | 0.0126796097194634 | 0.993660195140268 |
| 225 | 0.00494018218708815 | 0.0098803643741763 | 0.995059817812912 |
| 226 | 0.00629458031798445 | 0.0125891606359689 | 0.993705419682016 |
| 227 | 0.0142548819922052 | 0.0285097639844104 | 0.985745118007795 |
| 228 | 0.078645740481349 | 0.157291480962698 | 0.921354259518651 |
| 229 | 0.0710467291494872 | 0.142093458298974 | 0.928953270850513 |
| 230 | 0.0584234427904199 | 0.116846885580840 | 0.94157655720958 |
| 231 | 0.0590908447126202 | 0.118181689425240 | 0.94090915528738 |
| 232 | 0.242418527271746 | 0.484837054543492 | 0.757581472728254 |
| 233 | 0.223150129350766 | 0.446300258701532 | 0.776849870649234 |
| 234 | 0.203024330232494 | 0.406048660464987 | 0.796975669767506 |
| 235 | 0.180125768215003 | 0.360251536430006 | 0.819874231784997 |
| 236 | 0.153650275120109 | 0.307300550240219 | 0.84634972487989 |
| 237 | 0.184216521362057 | 0.368433042724115 | 0.815783478637943 |
| 238 | 0.23645900193911 | 0.47291800387822 | 0.76354099806089 |
| 239 | 0.298129055491288 | 0.596258110982575 | 0.701870944508712 |
| 240 | 0.258940352962525 | 0.517880705925051 | 0.741059647037475 |
| 241 | 0.243732362754845 | 0.48746472550969 | 0.756267637245155 |
| 242 | 0.278933514064246 | 0.557867028128493 | 0.721066485935754 |
| 243 | 0.267274511024402 | 0.534549022048804 | 0.732725488975598 |
| 244 | 0.242977296592652 | 0.485954593185305 | 0.757022703407348 |
| 245 | 0.214090076804756 | 0.428180153609512 | 0.785909923195244 |
| 246 | 0.183488832070477 | 0.366977664140954 | 0.816511167929523 |
| 247 | 0.182159754920512 | 0.364319509841025 | 0.817840245079487 |
| 248 | 0.278669368608702 | 0.557338737217404 | 0.721330631391298 |
| 249 | 0.262232421822139 | 0.524464843644278 | 0.737767578177861 |
| 250 | 0.222656632817521 | 0.445313265635042 | 0.777343367182479 |
| 251 | 0.189286491802871 | 0.378572983605743 | 0.810713508197129 |
| 252 | 0.212337552441342 | 0.424675104882683 | 0.787662447558658 |
| 253 | 0.194095847845208 | 0.388191695690417 | 0.805904152154792 |
| 254 | 0.258985606869743 | 0.517971213739486 | 0.741014393130257 |
| 255 | 0.24827884999683 | 0.49655769999366 | 0.75172115000317 |
| 256 | 0.50086758464725 | 0.9982648307055 | 0.49913241535275 |
| 257 | 0.453196418096379 | 0.906392836192758 | 0.546803581903621 |
| 258 | 0.461761174397255 | 0.92352234879451 | 0.538238825602745 |
| 259 | 0.44069371400784 | 0.88138742801568 | 0.55930628599216 |
| 260 | 0.463087071786498 | 0.926174143572996 | 0.536912928213502 |
| 261 | 0.403509463059617 | 0.807018926119235 | 0.596490536940383 |
| 262 | 0.354189024496566 | 0.708378048993133 | 0.645810975503434 |
| 263 | 0.31660990714488 | 0.63321981428976 | 0.68339009285512 |
| 264 | 0.259566944219748 | 0.519133888439495 | 0.740433055780252 |
| 265 | 0.257080674000104 | 0.514161348000209 | 0.742919325999896 |
| 266 | 0.368586064858854 | 0.737172129717707 | 0.631413935141146 |
| 267 | 0.613750884771851 | 0.772498230456298 | 0.386249115228149 |
| 268 | 0.552043750471296 | 0.895912499057408 | 0.447956249528704 |
| 269 | 0.503051090380986 | 0.993897819238027 | 0.496948909619014 |
| 270 | 0.51366135445178 | 0.97267729109644 | 0.48633864554822 |
| 271 | 0.441941819414827 | 0.883883638829655 | 0.558058180585173 |
| 272 | 0.418639515243933 | 0.837279030487865 | 0.581360484756067 |
| 273 | 0.364864530929152 | 0.729729061858304 | 0.635135469070848 |
| 274 | 0.288946915103501 | 0.577893830207001 | 0.711053084896499 |
| 275 | 0.425595101421128 | 0.851190202842256 | 0.574404898578872 |
| 276 | 0.376777275592881 | 0.753554551185763 | 0.623222724407119 |
| 277 | 0.266605613017509 | 0.533211226035017 | 0.733394386982491 |
| 278 | 0.171092306073470 | 0.342184612146941 | 0.82890769392653 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 6 | 0.0223048327137546 | NOK |
| 5% type I error level | 107 | 0.397769516728625 | NOK |
| 10% type I error level | 131 | 0.486988847583643 | NOK |
