| Multiple Linear Regression - Estimated Regression Equation |
| Learning[t] = + 4.00445406989647 + 0.161768138570456month[t] + 0.0339720452340421Connected[t] + 0.0426648655196231Separate[t] + 0.55391437408327Software[t] + 0.0693843908517884Happiness[t] -0.0309724601101602Depression[t] + 0.021058910492054Belonging[t] -0.02183675443103Belonging_Final[t] -0.00651732044274877t + 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) | 4.00445406989647 | 3.893744 | 1.0284 | 0.304725 | 0.152362 |
| month | 0.161768138570456 | 0.408738 | 0.3958 | 0.692604 | 0.346302 |
| Connected | 0.0339720452340421 | 0.034675 | 0.9797 | 0.328147 | 0.164074 |
| Separate | 0.0426648655196231 | 0.035196 | 1.2122 | 0.226558 | 0.113279 |
| Software | 0.55391437408327 | 0.054661 | 10.1337 | 0 | 0 |
| Happiness | 0.0693843908517884 | 0.058102 | 1.1942 | 0.233522 | 0.116761 |
| Depression | -0.0309724601101602 | 0.042456 | -0.7295 | 0.466353 | 0.233176 |
| Belonging | 0.021058910492054 | 0.037979 | 0.5545 | 0.57973 | 0.289865 |
| Belonging_Final | -0.02183675443103 | 0.056419 | -0.387 | 0.699047 | 0.349524 |
| t | -0.00651732044274877 | 0.004332 | -1.5043 | 0.13374 | 0.06687 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.667804237836336 |
| R-squared | 0.44596250007217 |
| Adjusted R-squared | 0.426331250074727 |
| F-TEST (value) | 22.7169691247507 |
| F-TEST (DF numerator) | 9 |
| F-TEST (DF denominator) | 254 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 1.86017625008155 |
| Sum Squared Residuals | 878.904943067331 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 13 | 16.1319992948175 | -3.13199929481748 |
| 2 | 16 | 15.773013320795 | 0.226986679205003 |
| 3 | 19 | 17.0643208813592 | 1.93567911864083 |
| 4 | 15 | 12.195441484357 | 2.80455851564302 |
| 5 | 14 | 16.4180322249668 | -2.41803222496679 |
| 6 | 13 | 14.8802268925994 | -1.88022689259938 |
| 7 | 19 | 15.3073888497988 | 3.69261115020122 |
| 8 | 15 | 17.0994109702753 | -2.09941097027534 |
| 9 | 14 | 16.0716945323483 | -2.07169453234826 |
| 10 | 15 | 14.4709276632402 | 0.529072336759823 |
| 11 | 16 | 15.0048320881255 | 0.995167911874463 |
| 12 | 16 | 16.1898230324591 | -0.189823032459141 |
| 13 | 16 | 15.5298829760843 | 0.470117023915685 |
| 14 | 16 | 15.5014616820547 | 0.498538317945334 |
| 15 | 17 | 17.9849723007825 | -0.984972300782519 |
| 16 | 15 | 15.4711693679876 | -0.471169367987577 |
| 17 | 15 | 14.6115173032805 | 0.388482696719518 |
| 18 | 20 | 16.4150676139934 | 3.58493238600663 |
| 19 | 18 | 15.4898912080503 | 2.51010879194971 |
| 20 | 16 | 15.5511175520186 | 0.448882447981358 |
| 21 | 16 | 15.3608695373747 | 0.63913046262528 |
| 22 | 16 | 15.1405055659747 | 0.859494434025269 |
| 23 | 19 | 16.4738106847532 | 2.52618931524679 |
| 24 | 16 | 15.0882424925316 | 0.911757507468448 |
| 25 | 17 | 16.1489849108884 | 0.851015089111613 |
| 26 | 17 | 16.2540261576058 | 0.745973842394168 |
| 27 | 16 | 14.9707572768 | 1.02924272319997 |
| 28 | 15 | 16.7314032980079 | -1.73140329800786 |
| 29 | 16 | 15.7144480582795 | 0.285551941720517 |
| 30 | 14 | 14.1776976706257 | -0.17769767062568 |
| 31 | 15 | 15.7271570905492 | -0.727157090549232 |
| 32 | 12 | 12.8196274232436 | -0.819627423243609 |
| 33 | 14 | 14.7900282358008 | -0.79002823580077 |
| 34 | 16 | 15.9092330167818 | 0.090766983218192 |
| 35 | 14 | 15.5241842748814 | -1.52418427488141 |
| 36 | 10 | 12.9949264320293 | -2.99492643202925 |
| 37 | 10 | 13.036017732808 | -3.03601773280801 |
| 38 | 14 | 15.7159143656349 | -1.71591436563487 |
| 39 | 16 | 14.5189322404391 | 1.48106775956088 |
| 40 | 16 | 14.4639740033125 | 1.53602599668754 |
| 41 | 16 | 14.6922614387991 | 1.30773856120091 |
| 42 | 14 | 15.6917393515644 | -1.69173935156445 |
| 43 | 20 | 17.4239904078572 | 2.57600959214279 |
| 44 | 14 | 14.1268333106254 | -0.126833310625448 |
| 45 | 14 | 14.4277755307961 | -0.427775530796143 |
| 46 | 11 | 15.4769010866658 | -4.47690108666579 |
| 47 | 14 | 16.5016700566974 | -2.50167005669738 |
| 48 | 15 | 15.0872733557269 | -0.0872733557268982 |
| 49 | 16 | 15.4344986815598 | 0.56550131844023 |
| 50 | 14 | 15.5957515567831 | -1.59575155678309 |
| 51 | 16 | 16.9470055618408 | -0.947005561840758 |
| 52 | 14 | 14.1029056640276 | -0.102905664027578 |
| 53 | 12 | 14.9814432966391 | -2.98144329663911 |
| 54 | 16 | 15.7857932992669 | 0.214206700733068 |
| 55 | 9 | 11.356371537705 | -2.35637153770504 |
| 56 | 14 | 12.3349345138998 | 1.66506548610019 |
| 57 | 16 | 15.7945814318001 | 0.205418568199874 |
| 58 | 16 | 15.4209469984545 | 0.579053001545479 |
| 59 | 15 | 15.0830124726959 | -0.0830124726958538 |
| 60 | 16 | 14.1512679246355 | 1.84873207536446 |
| 61 | 12 | 11.5069610190735 | 0.493038980926508 |
| 62 | 16 | 15.6140188033833 | 0.385981196616703 |
| 63 | 16 | 16.48100460217 | -0.481004602170038 |
| 64 | 14 | 14.6386116076604 | -0.638611607660397 |
| 65 | 16 | 15.2160664980085 | 0.783933501991452 |
| 66 | 17 | 16.1283594964296 | 0.871640503570393 |
| 67 | 18 | 16.3659810285842 | 1.63401897141579 |
| 68 | 18 | 14.5460652096084 | 3.45393479039159 |
| 69 | 12 | 15.9859557929282 | -3.98595579292816 |
| 70 | 16 | 15.7235896801084 | 0.27641031989158 |
| 71 | 10 | 13.4364628729273 | -3.4364628729273 |
| 72 | 14 | 14.9824764129632 | -0.982476412963196 |
| 73 | 18 | 17.0158830121805 | 0.984116987819455 |
| 74 | 18 | 17.2454880935873 | 0.754511906412716 |
| 75 | 16 | 15.3257205980239 | 0.674279401976124 |
| 76 | 17 | 13.5757520187901 | 3.42424798120986 |
| 77 | 16 | 16.4687902994353 | -0.468790299435294 |
| 78 | 16 | 14.5522158332353 | 1.44778416676474 |
| 79 | 13 | 15.2614002582591 | -2.26140025825909 |
| 80 | 16 | 15.1964525622985 | 0.803547437701529 |
| 81 | 16 | 15.7574496667774 | 0.242550333222624 |
| 82 | 16 | 15.7768516930373 | 0.223148306962746 |
| 83 | 15 | 15.7298773413516 | -0.729877341351572 |
| 84 | 15 | 14.9299702304001 | 0.0700297695999061 |
| 85 | 16 | 14.2149434227545 | 1.78505657724552 |
| 86 | 14 | 14.2366309572854 | -0.236630957285397 |
| 87 | 16 | 15.4094170749233 | 0.590582925076731 |
| 88 | 16 | 14.9000272038213 | 1.0999727961787 |
| 89 | 15 | 14.5575243875151 | 0.442475612484948 |
| 90 | 12 | 13.9195769686057 | -1.91957696860568 |
| 91 | 17 | 16.7800226813812 | 0.219977318618844 |
| 92 | 16 | 15.8629648187689 | 0.137035181231089 |
| 93 | 15 | 15.130179843395 | -0.130179843395037 |
| 94 | 13 | 15.0948418111599 | -2.09484181115994 |
| 95 | 16 | 14.8308172507294 | 1.16918274927058 |
| 96 | 16 | 15.7987332349023 | 0.201266765097655 |
| 97 | 16 | 13.7556058789697 | 2.24439412103029 |
| 98 | 16 | 15.8344267629732 | 0.165573237026806 |
| 99 | 14 | 14.4661328340413 | -0.466132834041315 |
| 100 | 16 | 17.0397108174705 | -1.03971081747051 |
| 101 | 16 | 14.6988800176282 | 1.30111998237178 |
| 102 | 20 | 17.460654928059 | 2.53934507194102 |
| 103 | 15 | 14.2209068914829 | 0.779093108517129 |
| 104 | 16 | 15.0049324640879 | 0.995067535912077 |
| 105 | 13 | 14.8816285614618 | -1.88162856146175 |
| 106 | 17 | 15.7060829213038 | 1.29391707869616 |
| 107 | 16 | 15.729946972503 | 0.270053027497028 |
| 108 | 16 | 14.3734121615249 | 1.62658783847515 |
| 109 | 12 | 12.3059825583899 | -0.305982558389897 |
| 110 | 16 | 15.283617063232 | 0.716382936768047 |
| 111 | 16 | 16.0107716671885 | -0.0107716671884954 |
| 112 | 17 | 15.0350812641786 | 1.96491873582139 |
| 113 | 13 | 14.5406112403526 | -1.54061124035264 |
| 114 | 12 | 14.5772750204351 | -2.57727502043506 |
| 115 | 18 | 16.149915808054 | 1.85008419194602 |
| 116 | 14 | 15.8490205615627 | -1.8490205615627 |
| 117 | 14 | 13.1714374137032 | 0.82856258629682 |
| 118 | 13 | 14.7890480129649 | -1.78904801296489 |
| 119 | 16 | 15.521494710364 | 0.478505289635972 |
| 120 | 13 | 14.4173866932526 | -1.41738669325256 |
| 121 | 16 | 15.3732648403476 | 0.626735159652428 |
| 122 | 13 | 15.8239894208261 | -2.82398942082606 |
| 123 | 16 | 16.8206727627472 | -0.820672762747172 |
| 124 | 15 | 15.8151943614052 | -0.815194361405167 |
| 125 | 16 | 16.7758864663847 | -0.77588646638468 |
| 126 | 15 | 14.6563176955803 | 0.343682304419716 |
| 127 | 17 | 15.5135458446765 | 1.48645415532348 |
| 128 | 15 | 13.9561905870924 | 1.04380941290757 |
| 129 | 12 | 14.6649696205487 | -2.66496962054874 |
| 130 | 16 | 13.9484125272073 | 2.05158747279265 |
| 131 | 10 | 13.6993457863953 | -3.69934578639527 |
| 132 | 16 | 13.4787326491481 | 2.52126735085192 |
| 133 | 12 | 14.117119104406 | -2.11711910440596 |
| 134 | 14 | 15.4969825827167 | -1.49698258271668 |
| 135 | 15 | 15.022851451454 | -0.0228514514539604 |
| 136 | 13 | 12.0782835373044 | 0.921716462695585 |
| 137 | 15 | 14.4179752062836 | 0.582024793716418 |
| 138 | 11 | 13.4148843246344 | -2.41488432463443 |
| 139 | 12 | 12.9615388133991 | -0.961538813399078 |
| 140 | 11 | 13.3294291078386 | -2.32942910783856 |
| 141 | 16 | 12.8198286730183 | 3.18017132698172 |
| 142 | 15 | 13.6114765181638 | 1.38852348183618 |
| 143 | 17 | 16.7647361618202 | 0.235263838179768 |
| 144 | 16 | 14.0972664814835 | 1.90273351851652 |
| 145 | 10 | 13.2326063570416 | -3.23260635704161 |
| 146 | 18 | 15.4231808220058 | 2.57681917799424 |
| 147 | 13 | 14.8643149057298 | -1.86431490572982 |
| 148 | 16 | 14.7811040097575 | 1.21889599024253 |
| 149 | 13 | 12.7593738938659 | 0.240626106134093 |
| 150 | 10 | 12.8479456212172 | -2.84794562121718 |
| 151 | 15 | 15.8571245856987 | -0.857124585698667 |
| 152 | 16 | 13.8243203686565 | 2.17567963134348 |
| 153 | 16 | 11.817790540179 | 4.18220945982104 |
| 154 | 14 | 12.1796252670647 | 1.82037473293532 |
| 155 | 10 | 12.3603674449609 | -2.36036744496087 |
| 156 | 17 | 16.3563968526025 | 0.643603147397514 |
| 157 | 13 | 11.6399592761047 | 1.36004072389529 |
| 158 | 15 | 13.76067097381 | 1.23932902619004 |
| 159 | 16 | 14.4777838001371 | 1.52221619986288 |
| 160 | 12 | 12.671268682682 | -0.671268682682012 |
| 161 | 13 | 12.5501583930835 | 0.449841606916479 |
| 162 | 13 | 12.6951856659235 | 0.304814334076478 |
| 163 | 12 | 12.5325265824158 | -0.532526582415848 |
| 164 | 17 | 16.29443654999 | 0.705563450010046 |
| 165 | 15 | 13.780269496602 | 1.21973050339804 |
| 166 | 10 | 11.69604843173 | -1.69604843172995 |
| 167 | 14 | 14.4098138706111 | -0.40981387061111 |
| 168 | 11 | 14.2824014929905 | -3.28240149299049 |
| 169 | 13 | 14.8696564507497 | -1.86965645074974 |
| 170 | 16 | 14.5277256233795 | 1.47227437662046 |
| 171 | 12 | 10.5781596972201 | 1.42184030277992 |
| 172 | 16 | 15.4053957124388 | 0.594604287561246 |
| 173 | 12 | 13.9507326026571 | -1.95073260265715 |
| 174 | 9 | 11.4327559786395 | -2.43275597863954 |
| 175 | 12 | 14.9708875013237 | -2.97088750132374 |
| 176 | 15 | 14.6153118153365 | 0.384688184663486 |
| 177 | 12 | 12.3484847331071 | -0.348484733107136 |
| 178 | 12 | 12.7410235452397 | -0.741023545239651 |
| 179 | 14 | 13.8482569329382 | 0.151743067061835 |
| 180 | 12 | 13.4363825724819 | -1.43638257248195 |
| 181 | 16 | 15.0574225512253 | 0.942577448774666 |
| 182 | 11 | 11.5290900782482 | -0.52909007824818 |
| 183 | 19 | 16.7023934664028 | 2.29760653359724 |
| 184 | 15 | 15.1861080347248 | -0.186108034724793 |
| 185 | 8 | 14.6098477634636 | -6.60984776346357 |
| 186 | 16 | 14.7948754284262 | 1.20512457157379 |
| 187 | 17 | 14.4889678086466 | 2.51103219135338 |
| 188 | 12 | 12.4492788886036 | -0.449278888603594 |
| 189 | 11 | 11.5258253233485 | -0.525825323348495 |
| 190 | 11 | 10.4839919409228 | 0.516008059077231 |
| 191 | 14 | 14.7297291026958 | -0.729729102695789 |
| 192 | 16 | 15.4573408606036 | 0.542659139396362 |
| 193 | 12 | 9.79494997958057 | 2.20505002041943 |
| 194 | 16 | 14.0582376070539 | 1.94176239294606 |
| 195 | 13 | 13.6671267744826 | -0.6671267744826 |
| 196 | 15 | 15.0059615481752 | -0.00596154817518738 |
| 197 | 16 | 12.96127564878 | 3.03872435122004 |
| 198 | 16 | 15.0216959506926 | 0.978304049307358 |
| 199 | 14 | 12.4654951689654 | 1.53450483103465 |
| 200 | 16 | 14.536034879898 | 1.463965120102 |
| 201 | 16 | 14.0101773215679 | 1.98982267843206 |
| 202 | 14 | 13.3505146449401 | 0.649485355059946 |
| 203 | 11 | 13.4248894641781 | -2.42488946417808 |
| 204 | 12 | 14.4629453484512 | -2.46294534845121 |
| 205 | 15 | 12.7281807329234 | 2.27181926707663 |
| 206 | 15 | 14.4392077029054 | 0.560792297094552 |
| 207 | 16 | 14.484195833577 | 1.51580416642297 |
| 208 | 16 | 14.863917483178 | 1.13608251682204 |
| 209 | 11 | 13.5735507320522 | -2.57355073205222 |
| 210 | 15 | 13.9329916342197 | 1.06700836578035 |
| 211 | 12 | 14.1909393598993 | -2.19093935989934 |
| 212 | 12 | 15.7003657756719 | -3.70036577567191 |
| 213 | 15 | 14.0984721484565 | 0.901527851543531 |
| 214 | 15 | 12.0898039545762 | 2.9101960454238 |
| 215 | 16 | 14.4861173675814 | 1.51388263241862 |
| 216 | 14 | 13.0447911555702 | 0.955208844429782 |
| 217 | 17 | 14.5703847036008 | 2.42961529639917 |
| 218 | 14 | 13.8898769613098 | 0.110123038690195 |
| 219 | 13 | 11.876340716377 | 1.12365928362303 |
| 220 | 15 | 15.0824598206262 | -0.0824598206262503 |
| 221 | 13 | 14.5750556822787 | -1.57505568227874 |
| 222 | 14 | 13.9860332277979 | 0.0139667722021282 |
| 223 | 15 | 14.1866032608968 | 0.813396739103206 |
| 224 | 12 | 13.0451003628764 | -1.04510036287638 |
| 225 | 13 | 12.5277927132757 | 0.472207286724252 |
| 226 | 8 | 11.6960459918855 | -3.69604599188549 |
| 227 | 14 | 13.6561993287026 | 0.34380067129741 |
| 228 | 14 | 12.9000716996087 | 1.09992830039132 |
| 229 | 11 | 12.1551096302894 | -1.15510963028936 |
| 230 | 12 | 12.81419870208 | -0.814198702080006 |
| 231 | 13 | 11.1927984749469 | 1.80720152505309 |
| 232 | 10 | 13.1324013386614 | -3.13240133866136 |
| 233 | 16 | 11.3238724214746 | 4.6761275785254 |
| 234 | 18 | 15.7016623752784 | 2.29833762472164 |
| 235 | 13 | 13.6986247386433 | -0.698624738643323 |
| 236 | 11 | 13.1953213217862 | -2.19532132178621 |
| 237 | 4 | 10.9144168771812 | -6.91441687718123 |
| 238 | 13 | 14.0863865432717 | -1.08638654327172 |
| 239 | 16 | 14.111444602449 | 1.88855539755099 |
| 240 | 10 | 11.5810420842532 | -1.58104208425323 |
| 241 | 12 | 12.1457895056583 | -0.145789505658276 |
| 242 | 12 | 13.3223330284656 | -1.32233302846563 |
| 243 | 10 | 8.80195508184794 | 1.19804491815206 |
| 244 | 13 | 10.9675970396727 | 2.03240296032731 |
| 245 | 15 | 13.482514428037 | 1.51748557196298 |
| 246 | 12 | 11.7701175979104 | 0.229882402089601 |
| 247 | 14 | 12.6701662045843 | 1.32983379541566 |
| 248 | 10 | 12.2934478887145 | -2.29344788871452 |
| 249 | 12 | 10.6014073663047 | 1.3985926336953 |
| 250 | 12 | 11.5045860621479 | 0.495413937852083 |
| 251 | 11 | 11.693327081122 | -0.693327081122016 |
| 252 | 10 | 11.4970254698553 | -1.49702546985533 |
| 253 | 12 | 11.2277722925804 | 0.772227707419643 |
| 254 | 16 | 12.6330294634867 | 3.36697053651325 |
| 255 | 12 | 13.1033064447534 | -1.10330644475345 |
| 256 | 14 | 13.6115101268511 | 0.388489873148863 |
| 257 | 16 | 14.1380220385243 | 1.8619779614757 |
| 258 | 14 | 11.4512965204411 | 2.54870347955894 |
| 259 | 13 | 13.9883658481621 | -0.988365848162065 |
| 260 | 4 | 9.2785535181503 | -5.2785535181503 |
| 261 | 15 | 13.4908178141533 | 1.50918218584673 |
| 262 | 11 | 14.705447878116 | -3.70544787811599 |
| 263 | 11 | 11.1003815456157 | -0.100381545615726 |
| 264 | 14 | 12.5759984379471 | 1.4240015620529 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 13 | 0.309807656286817 | 0.619615312573634 | 0.690192343713183 |
| 14 | 0.298245889508396 | 0.596491779016792 | 0.701754110491604 |
| 15 | 0.18088064565402 | 0.36176129130804 | 0.81911935434598 |
| 16 | 0.137959527969738 | 0.275919055939475 | 0.862040472030262 |
| 17 | 0.143729595500069 | 0.287459191000138 | 0.856270404499931 |
| 18 | 0.295672611917275 | 0.59134522383455 | 0.704327388082725 |
| 19 | 0.245953051754568 | 0.491906103509136 | 0.754046948245432 |
| 20 | 0.197531582642351 | 0.395063165284703 | 0.802468417357649 |
| 21 | 0.154638598434061 | 0.309277196868123 | 0.845361401565939 |
| 22 | 0.181179794070585 | 0.36235958814117 | 0.818820205929415 |
| 23 | 0.292370722019798 | 0.584741444039595 | 0.707629277980202 |
| 24 | 0.413563053247263 | 0.827126106494526 | 0.586436946752737 |
| 25 | 0.343871514454904 | 0.687743028909808 | 0.656128485545096 |
| 26 | 0.292745395722883 | 0.585490791445767 | 0.707254604277117 |
| 27 | 0.280275008418913 | 0.560550016837826 | 0.719724991581087 |
| 28 | 0.396379429891143 | 0.792758859782285 | 0.603620570108857 |
| 29 | 0.342705495061221 | 0.685410990122442 | 0.657294504938779 |
| 30 | 0.453590892318246 | 0.907181784636491 | 0.546409107681754 |
| 31 | 0.409820304231398 | 0.819640608462796 | 0.590179695768602 |
| 32 | 0.379700407782807 | 0.759400815565615 | 0.620299592217193 |
| 33 | 0.362199175090733 | 0.724398350181467 | 0.637800824909267 |
| 34 | 0.323061419276703 | 0.646122838553407 | 0.676938580723297 |
| 35 | 0.277419371141345 | 0.55483874228269 | 0.722580628858655 |
| 36 | 0.41259937405475 | 0.8251987481095 | 0.58740062594525 |
| 37 | 0.440486741081809 | 0.880973482163617 | 0.559513258918191 |
| 38 | 0.414751240937736 | 0.829502481875472 | 0.585248759062264 |
| 39 | 0.458996581775576 | 0.917993163551152 | 0.541003418224424 |
| 40 | 0.438077281087402 | 0.876154562174804 | 0.561922718912598 |
| 41 | 0.397606632447526 | 0.795213264895051 | 0.602393367552474 |
| 42 | 0.357011020557353 | 0.714022041114706 | 0.642988979442647 |
| 43 | 0.375803323977986 | 0.751606647955973 | 0.624196676022014 |
| 44 | 0.326219195936958 | 0.652438391873915 | 0.673780804063043 |
| 45 | 0.297228597638118 | 0.594457195276236 | 0.702771402361882 |
| 46 | 0.477767576714702 | 0.955535153429404 | 0.522232423285298 |
| 47 | 0.566983009470344 | 0.866033981059312 | 0.433016990529656 |
| 48 | 0.523694345550085 | 0.95261130889983 | 0.476305654449915 |
| 49 | 0.547090628451314 | 0.905818743097371 | 0.452909371548686 |
| 50 | 0.519795954142249 | 0.960408091715502 | 0.480204045857751 |
| 51 | 0.474361893256602 | 0.948723786513205 | 0.525638106743398 |
| 52 | 0.432325414352372 | 0.864650828704745 | 0.567674585647628 |
| 53 | 0.432585256747911 | 0.865170513495823 | 0.567414743252089 |
| 54 | 0.389368675455916 | 0.778737350911833 | 0.610631324544084 |
| 55 | 0.377808513790596 | 0.755617027581192 | 0.622191486209404 |
| 56 | 0.37359420797299 | 0.747188415945979 | 0.626405792027011 |
| 57 | 0.332852275405686 | 0.665704550811372 | 0.667147724594314 |
| 58 | 0.312980767817858 | 0.625961535635717 | 0.687019232182142 |
| 59 | 0.281726108362709 | 0.563452216725418 | 0.718273891637291 |
| 60 | 0.3015549681006 | 0.6031099362012 | 0.6984450318994 |
| 61 | 0.276786835199109 | 0.553573670398218 | 0.723213164800891 |
| 62 | 0.250508189541221 | 0.501016379082442 | 0.749491810458779 |
| 63 | 0.220683000232983 | 0.441366000465966 | 0.779316999767017 |
| 64 | 0.191708281277336 | 0.383416562554671 | 0.808291718722664 |
| 65 | 0.169368195676731 | 0.338736391353462 | 0.830631804323269 |
| 66 | 0.143783931925023 | 0.287567863850047 | 0.856216068074977 |
| 67 | 0.124528037277641 | 0.249056074555282 | 0.875471962722359 |
| 68 | 0.150714126857996 | 0.301428253715991 | 0.849285873142004 |
| 69 | 0.343888668951923 | 0.687777337903846 | 0.656111331048077 |
| 70 | 0.305643256779919 | 0.611286513559837 | 0.694356743220081 |
| 71 | 0.456877585579655 | 0.913755171159309 | 0.543122414420345 |
| 72 | 0.419928697897369 | 0.839857395794739 | 0.580071302102631 |
| 73 | 0.410250267685324 | 0.820500535370648 | 0.589749732314676 |
| 74 | 0.389475787851002 | 0.778951575702003 | 0.610524212148998 |
| 75 | 0.353067153266142 | 0.706134306532283 | 0.646932846733858 |
| 76 | 0.402478661546033 | 0.804957323092065 | 0.597521338453967 |
| 77 | 0.367580301321661 | 0.735160602643322 | 0.632419698678339 |
| 78 | 0.338946911791491 | 0.677893823582981 | 0.661053088208509 |
| 79 | 0.366387166817084 | 0.732774333634169 | 0.633612833182916 |
| 80 | 0.33444060731375 | 0.668881214627501 | 0.66555939268625 |
| 81 | 0.302660280086565 | 0.60532056017313 | 0.697339719913435 |
| 82 | 0.268712181387131 | 0.537424362774262 | 0.731287818612869 |
| 83 | 0.243465165126904 | 0.486930330253809 | 0.756534834873096 |
| 84 | 0.213395170054043 | 0.426790340108086 | 0.786604829945957 |
| 85 | 0.204473723326664 | 0.408947446653328 | 0.795526276673336 |
| 86 | 0.177589055744585 | 0.35517811148917 | 0.822410944255415 |
| 87 | 0.155174073416445 | 0.31034814683289 | 0.844825926583555 |
| 88 | 0.141134380284515 | 0.282268760569031 | 0.858865619715485 |
| 89 | 0.120988634340954 | 0.241977268681909 | 0.879011365659046 |
| 90 | 0.120255159235721 | 0.240510318471442 | 0.879744840764279 |
| 91 | 0.102479154169644 | 0.204958308339288 | 0.897520845830356 |
| 92 | 0.0891461020230823 | 0.178292204046165 | 0.910853897976918 |
| 93 | 0.0755107869145376 | 0.151021573829075 | 0.924489213085462 |
| 94 | 0.0795327042145055 | 0.159065408429011 | 0.920467295785494 |
| 95 | 0.0718327780761212 | 0.143665556152242 | 0.928167221923879 |
| 96 | 0.0597718811839619 | 0.119543762367924 | 0.940228118816038 |
| 97 | 0.0636513083515613 | 0.127302616703123 | 0.936348691648439 |
| 98 | 0.0525729225895703 | 0.105145845179141 | 0.94742707741043 |
| 99 | 0.0433485278831619 | 0.0866970557663237 | 0.956651472116838 |
| 100 | 0.0375392408916115 | 0.075078481783223 | 0.962460759108388 |
| 101 | 0.0329904108910594 | 0.0659808217821187 | 0.967009589108941 |
| 102 | 0.0398393796776792 | 0.0796787593553585 | 0.960160620322321 |
| 103 | 0.0335490789628822 | 0.0670981579257643 | 0.966450921037118 |
| 104 | 0.0305201746076167 | 0.0610403492152334 | 0.969479825392383 |
| 105 | 0.0357051447144547 | 0.0714102894289095 | 0.964294855285545 |
| 106 | 0.0312650391700151 | 0.0625300783400302 | 0.968734960829985 |
| 107 | 0.0253096768372029 | 0.0506193536744057 | 0.974690323162797 |
| 108 | 0.0246049676929607 | 0.0492099353859215 | 0.975395032307039 |
| 109 | 0.0198406477697922 | 0.0396812955395844 | 0.980159352230208 |
| 110 | 0.0162400714068866 | 0.0324801428137732 | 0.983759928593113 |
| 111 | 0.0128113236124562 | 0.0256226472249124 | 0.987188676387544 |
| 112 | 0.013225903097718 | 0.0264518061954361 | 0.986774096902282 |
| 113 | 0.0121222773762473 | 0.0242445547524947 | 0.987877722623753 |
| 114 | 0.0169804189106457 | 0.0339608378212913 | 0.983019581089354 |
| 115 | 0.0161927520666971 | 0.0323855041333941 | 0.983807247933303 |
| 116 | 0.0154867349703427 | 0.0309734699406853 | 0.984513265029657 |
| 117 | 0.0127934248544027 | 0.0255868497088054 | 0.987206575145597 |
| 118 | 0.012693487300572 | 0.025386974601144 | 0.987306512699428 |
| 119 | 0.0101274243512964 | 0.0202548487025929 | 0.989872575648704 |
| 120 | 0.00894941565671425 | 0.0178988313134285 | 0.991050584343286 |
| 121 | 0.0071355347737422 | 0.0142710695474844 | 0.992864465226258 |
| 122 | 0.0103009170498043 | 0.0206018340996087 | 0.989699082950196 |
| 123 | 0.00841822557905392 | 0.0168364511581078 | 0.991581774420946 |
| 124 | 0.00701495859353252 | 0.014029917187065 | 0.992985041406467 |
| 125 | 0.005612308142538 | 0.011224616285076 | 0.994387691857462 |
| 126 | 0.00437309194881325 | 0.00874618389762649 | 0.995626908051187 |
| 127 | 0.00411488230820667 | 0.00822976461641333 | 0.995885117691793 |
| 128 | 0.00337133624223596 | 0.00674267248447193 | 0.996628663757764 |
| 129 | 0.00459519241291699 | 0.00919038482583398 | 0.995404807587083 |
| 130 | 0.00520833343649375 | 0.0104166668729875 | 0.994791666563506 |
| 131 | 0.010657165480598 | 0.021314330961196 | 0.989342834519402 |
| 132 | 0.0131637837419423 | 0.0263275674838845 | 0.986836216258058 |
| 133 | 0.0140598613911438 | 0.0281197227822877 | 0.985940138608856 |
| 134 | 0.0130266352059291 | 0.0260532704118582 | 0.986973364794071 |
| 135 | 0.0102683003920216 | 0.0205366007840433 | 0.989731699607978 |
| 136 | 0.00869301337051224 | 0.0173860267410245 | 0.991306986629488 |
| 137 | 0.0069193063376455 | 0.013838612675291 | 0.993080693662355 |
| 138 | 0.00873124414602017 | 0.0174624882920403 | 0.99126875585398 |
| 139 | 0.00744563128459803 | 0.0148912625691961 | 0.992554368715402 |
| 140 | 0.00911502152519462 | 0.0182300430503892 | 0.990884978474805 |
| 141 | 0.0149244978879699 | 0.0298489957759397 | 0.98507550211203 |
| 142 | 0.0142880269095094 | 0.0285760538190188 | 0.985711973090491 |
| 143 | 0.0117875191910272 | 0.0235750383820544 | 0.988212480808973 |
| 144 | 0.0117424736210723 | 0.0234849472421446 | 0.988257526378928 |
| 145 | 0.0208545078804255 | 0.041709015760851 | 0.979145492119574 |
| 146 | 0.0248966680831232 | 0.0497933361662463 | 0.975103331916877 |
| 147 | 0.0264235823408586 | 0.0528471646817173 | 0.973576417659141 |
| 148 | 0.023088557800069 | 0.0461771156001381 | 0.976911442199931 |
| 149 | 0.0185753774122749 | 0.0371507548245497 | 0.981424622587725 |
| 150 | 0.0265826413417615 | 0.0531652826835229 | 0.973417358658239 |
| 151 | 0.0226851778306622 | 0.0453703556613245 | 0.977314822169338 |
| 152 | 0.0252751966213972 | 0.0505503932427944 | 0.974724803378603 |
| 153 | 0.0510143851879787 | 0.102028770375957 | 0.948985614812021 |
| 154 | 0.0499973342773505 | 0.0999946685547009 | 0.95000266572265 |
| 155 | 0.0590562582320636 | 0.118112516464127 | 0.940943741767936 |
| 156 | 0.050052944729715 | 0.10010588945943 | 0.949947055270285 |
| 157 | 0.044237857874025 | 0.0884757157480501 | 0.955762142125975 |
| 158 | 0.0379777226716822 | 0.0759554453433645 | 0.962022277328318 |
| 159 | 0.0367545381458566 | 0.0735090762917133 | 0.963245461854143 |
| 160 | 0.0310593851744134 | 0.0621187703488268 | 0.968940614825587 |
| 161 | 0.0251750377915538 | 0.0503500755831077 | 0.974824962208446 |
| 162 | 0.0203315323011695 | 0.040663064602339 | 0.979668467698831 |
| 163 | 0.0168868472534699 | 0.0337736945069398 | 0.98311315274653 |
| 164 | 0.0140850690537458 | 0.0281701381074915 | 0.985914930946254 |
| 165 | 0.0120377696397919 | 0.0240755392795837 | 0.987962230360208 |
| 166 | 0.0127190399347615 | 0.025438079869523 | 0.987280960065238 |
| 167 | 0.0101566261066435 | 0.0203132522132871 | 0.989843373893356 |
| 168 | 0.0157253938285431 | 0.0314507876570863 | 0.984274606171457 |
| 169 | 0.0160887007977171 | 0.0321774015954343 | 0.983911299202283 |
| 170 | 0.0150008269342022 | 0.0300016538684043 | 0.984999173065798 |
| 171 | 0.0135895026618327 | 0.0271790053236655 | 0.986410497338167 |
| 172 | 0.0108394207967225 | 0.021678841593445 | 0.989160579203277 |
| 173 | 0.0108441625791379 | 0.0216883251582757 | 0.989155837420862 |
| 174 | 0.0125964595233808 | 0.0251929190467616 | 0.987403540476619 |
| 175 | 0.0166311203022952 | 0.0332622406045903 | 0.983368879697705 |
| 176 | 0.0132480745199594 | 0.0264961490399188 | 0.986751925480041 |
| 177 | 0.0104529209878132 | 0.0209058419756264 | 0.989547079012187 |
| 178 | 0.00876859830944099 | 0.017537196618882 | 0.991231401690559 |
| 179 | 0.00675218099441622 | 0.0135043619888324 | 0.993247819005584 |
| 180 | 0.00595227577786157 | 0.0119045515557231 | 0.994047724222138 |
| 181 | 0.00482021255237906 | 0.00964042510475812 | 0.995179787447621 |
| 182 | 0.00370834631168042 | 0.00741669262336084 | 0.99629165368832 |
| 183 | 0.00398692399058339 | 0.00797384798116679 | 0.996013076009417 |
| 184 | 0.0030096100866566 | 0.00601922017331321 | 0.996990389913343 |
| 185 | 0.0853414771838393 | 0.170682954367679 | 0.914658522816161 |
| 186 | 0.0760215335305728 | 0.152043067061146 | 0.923978466469427 |
| 187 | 0.0837413923821013 | 0.167482784764203 | 0.916258607617899 |
| 188 | 0.0700403193768715 | 0.140080638753743 | 0.929959680623129 |
| 189 | 0.0622875967513284 | 0.124575193502657 | 0.937712403248672 |
| 190 | 0.0517448100959126 | 0.103489620191825 | 0.948255189904087 |
| 191 | 0.047731499331358 | 0.0954629986627161 | 0.952268500668642 |
| 192 | 0.039225751939819 | 0.0784515038796379 | 0.960774248060181 |
| 193 | 0.0400243521800495 | 0.0800487043600991 | 0.95997564781995 |
| 194 | 0.0403047081110426 | 0.0806094162220851 | 0.959695291888957 |
| 195 | 0.0347006081485566 | 0.0694012162971132 | 0.965299391851443 |
| 196 | 0.027766151837884 | 0.0555323036757681 | 0.972233848162116 |
| 197 | 0.035105201487231 | 0.0702104029744619 | 0.964894798512769 |
| 198 | 0.0285014184612939 | 0.0570028369225878 | 0.971498581538706 |
| 199 | 0.0255314443827537 | 0.0510628887655074 | 0.974468555617246 |
| 200 | 0.0218196101218236 | 0.0436392202436473 | 0.978180389878176 |
| 201 | 0.0203269456484055 | 0.0406538912968111 | 0.979673054351594 |
| 202 | 0.0170899582487396 | 0.0341799164974793 | 0.98291004175126 |
| 203 | 0.0224643847935021 | 0.0449287695870042 | 0.977535615206498 |
| 204 | 0.0261548877981568 | 0.0523097755963136 | 0.973845112201843 |
| 205 | 0.0273219956510733 | 0.0546439913021466 | 0.972678004348927 |
| 206 | 0.0212570119068149 | 0.0425140238136298 | 0.978742988093185 |
| 207 | 0.0202653106365937 | 0.0405306212731874 | 0.979734689363406 |
| 208 | 0.0164688259688197 | 0.0329376519376395 | 0.98353117403118 |
| 209 | 0.018327291669464 | 0.036654583338928 | 0.981672708330536 |
| 210 | 0.0145010037992426 | 0.0290020075984852 | 0.985498996200757 |
| 211 | 0.0166182867149888 | 0.0332365734299776 | 0.983381713285011 |
| 212 | 0.0270900954587146 | 0.0541801909174292 | 0.972909904541285 |
| 213 | 0.0209131162419593 | 0.0418262324839185 | 0.979086883758041 |
| 214 | 0.0271139334948884 | 0.0542278669897768 | 0.972886066505112 |
| 215 | 0.0228725494160249 | 0.0457450988320499 | 0.977127450583975 |
| 216 | 0.0175319782798163 | 0.0350639565596325 | 0.982468021720184 |
| 217 | 0.0192559593869285 | 0.038511918773857 | 0.980744040613072 |
| 218 | 0.0160980713819311 | 0.0321961427638622 | 0.983901928618069 |
| 219 | 0.0148737932887067 | 0.0297475865774134 | 0.985126206711293 |
| 220 | 0.0112452282629417 | 0.0224904565258834 | 0.988754771737058 |
| 221 | 0.00926182737223489 | 0.0185236547444698 | 0.990738172627765 |
| 222 | 0.00656562750584309 | 0.0131312550116862 | 0.993434372494157 |
| 223 | 0.00498203627846992 | 0.00996407255693984 | 0.99501796372153 |
| 224 | 0.00370586623702004 | 0.00741173247404008 | 0.99629413376298 |
| 225 | 0.00312910572486044 | 0.00625821144972087 | 0.99687089427514 |
| 226 | 0.00730802383345714 | 0.0146160476669143 | 0.992691976166543 |
| 227 | 0.00565658697248576 | 0.0113131739449715 | 0.994343413027514 |
| 228 | 0.00413003590427985 | 0.0082600718085597 | 0.99586996409572 |
| 229 | 0.00290095626256915 | 0.0058019125251383 | 0.997099043737431 |
| 230 | 0.00210006526868234 | 0.00420013053736469 | 0.997899934731318 |
| 231 | 0.00187435006150142 | 0.00374870012300283 | 0.998125649938499 |
| 232 | 0.00445268431966213 | 0.00890536863932426 | 0.995547315680338 |
| 233 | 0.0186513607143556 | 0.0373027214287113 | 0.981348639285644 |
| 234 | 0.0287056236663924 | 0.0574112473327848 | 0.971294376333608 |
| 235 | 0.0202408156875341 | 0.0404816313750682 | 0.979759184312466 |
| 236 | 0.0166385178465638 | 0.0332770356931277 | 0.983361482153436 |
| 237 | 0.158811527145604 | 0.317623054291209 | 0.841188472854396 |
| 238 | 0.122053659592905 | 0.244107319185809 | 0.877946340407095 |
| 239 | 0.0996048696320429 | 0.199209739264086 | 0.900395130367957 |
| 240 | 0.0750857716468305 | 0.150171543293661 | 0.924914228353169 |
| 241 | 0.0646426417753596 | 0.129285283550719 | 0.93535735822464 |
| 242 | 0.102490655553287 | 0.204981311106574 | 0.897509344446713 |
| 243 | 0.0814917208328996 | 0.162983441665799 | 0.9185082791671 |
| 244 | 0.0842682626125321 | 0.168536525225064 | 0.915731737387468 |
| 245 | 0.0665871193041574 | 0.133174238608315 | 0.933412880695843 |
| 246 | 0.054435684004354 | 0.108871368008708 | 0.945564315995646 |
| 247 | 0.032990754409821 | 0.065981508819642 | 0.967009245590179 |
| 248 | 0.0266391640759628 | 0.0532783281519257 | 0.973360835924037 |
| 249 | 0.0224913576759625 | 0.0449827153519249 | 0.977508642324038 |
| 250 | 0.0664473388463366 | 0.132894677692673 | 0.933552661153663 |
| 251 | 0.0486972483238263 | 0.0973944966476526 | 0.951302751676174 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 16 | 0.0669456066945607 | NOK |
| 5% type I error level | 98 | 0.410041841004184 | NOK |
| 10% type I error level | 133 | 0.556485355648536 | NOK |
