| Multiple Linear Regression - Estimated Regression Equation |
| I3[t] = -6.12668574711217 + 0.558945291398803I1[t] + 0.227036009710999I2[t] + 0.10342160976733E1[t] + 0.0191455460759015E2[t] -0.0263588305502614E3[t] + 0.513498207819026A[t] + 0.00609024818330574Happiness[t] -0.0518473800633609`Depression\r`[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) | -6.12668574711217 | 4.288483 | -1.4286 | 0.155147 | 0.077573 |
| I1 | 0.558945291398803 | 0.111871 | 4.9963 | 2e-06 | 1e-06 |
| I2 | 0.227036009710999 | 0.102935 | 2.2056 | 0.028901 | 0.01445 |
| E1 | 0.10342160976733 | 0.116217 | 0.8899 | 0.374916 | 0.187458 |
| E2 | 0.0191455460759015 | 0.089193 | 0.2147 | 0.830323 | 0.415162 |
| E3 | -0.0263588305502614 | 0.091963 | -0.2866 | 0.774787 | 0.387393 |
| A | 0.513498207819026 | 0.120981 | 4.2445 | 3.8e-05 | 1.9e-05 |
| Happiness | 0.00609024818330574 | 0.151683 | 0.0402 | 0.968025 | 0.484013 |
| `Depression\r` | -0.0518473800633609 | 0.112959 | -0.459 | 0.646891 | 0.323446 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.613397762281821 |
| R-squared | 0.376256814772346 |
| Adjusted R-squared | 0.343642792015344 |
| F-TEST (value) | 11.5366576388241 |
| F-TEST (DF numerator) | 8 |
| F-TEST (DF denominator) | 153 |
| p-value | 9.52682377430847e-13 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 3.7272329021876 |
| Sum Squared Residuals | 2125.51656139392 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 21 | 16.7886539835526 | 4.21134601644737 |
| 2 | 15 | 12.5585086608195 | 2.44149133918046 |
| 3 | 18 | 13.3217962632598 | 4.6782037367402 |
| 4 | 11 | 14.0557762656397 | -3.05577626563966 |
| 5 | 8 | 14.0338485111221 | -6.03384851112208 |
| 6 | 19 | 17.3587879807636 | 1.64121201923643 |
| 7 | 4 | 15.3584899936647 | -11.3584899936647 |
| 8 | 20 | 15.2038796029975 | 4.79612039700248 |
| 9 | 16 | 16.9894235828506 | -0.989423582850612 |
| 10 | 14 | 13.3910811835983 | 0.60891881640171 |
| 11 | 10 | 11.5771905023916 | -1.57719050239156 |
| 12 | 13 | 14.8719286862847 | -1.87192868628469 |
| 13 | 14 | 11.2624543645416 | 2.73754563545839 |
| 14 | 8 | 15.7280890691149 | -7.72808906911492 |
| 15 | 23 | 18.8313500334064 | 4.1686499665936 |
| 16 | 11 | 15.119877027642 | -4.11987702764199 |
| 17 | 9 | 6.53455749639404 | 2.46544250360596 |
| 18 | 24 | 18.2479577734748 | 5.75204222652523 |
| 19 | 5 | 15.0586903450134 | -10.0586903450134 |
| 20 | 15 | 15.0199095227383 | -0.019909522738349 |
| 21 | 5 | 9.68166173517755 | -4.68166173517755 |
| 22 | 19 | 14.1558868666204 | 4.84411313337958 |
| 23 | 6 | 2.22113348517024 | 3.77886651482976 |
| 24 | 13 | 14.3515120225943 | -1.3515120225943 |
| 25 | 11 | 11.0722134089751 | -0.0722134089750904 |
| 26 | 17 | 17.4071559180441 | -0.407155918044059 |
| 27 | 17 | 17.3460928952005 | -0.346092895200477 |
| 28 | 5 | 9.40805262085281 | -4.40805262085281 |
| 29 | 9 | 11.8170506086167 | -2.81705060861674 |
| 30 | 15 | 14.8586405126442 | 0.141359487355773 |
| 31 | 17 | 16.0151059120503 | 0.984894087949741 |
| 32 | 17 | 14.0664682555662 | 2.93353174443382 |
| 33 | 20 | 18.9901231978591 | 1.00987680214091 |
| 34 | 12 | 12.1474871652576 | -0.147487165257636 |
| 35 | 7 | 11.0989148382247 | -4.09891483822474 |
| 36 | 16 | 17.1118747821256 | -1.11187478212558 |
| 37 | 7 | 9.84990749939573 | -2.84990749939573 |
| 38 | 14 | 12.2665540985359 | 1.7334459014641 |
| 39 | 24 | 20.2400358724744 | 3.75996412752559 |
| 40 | 15 | 16.0101183050525 | -1.01011830505251 |
| 41 | 15 | 13.8465583361752 | 1.15344166382476 |
| 42 | 10 | 14.790773528538 | -4.79077352853795 |
| 43 | 14 | 15.457903832017 | -1.45790383201698 |
| 44 | 18 | 18.0143786932819 | -0.0143786932818921 |
| 45 | 12 | 17.7116391930634 | -5.71163919306339 |
| 46 | 9 | 14.3713139462055 | -5.37131394620551 |
| 47 | 9 | 10.2962388518111 | -1.29623885181106 |
| 48 | 8 | 17.6793483895436 | -9.67934838954356 |
| 49 | 18 | 14.2087105577974 | 3.79128944220255 |
| 50 | 10 | 10.2383211388444 | -0.238321138844417 |
| 51 | 17 | 13.7762828585771 | 3.22371714142292 |
| 52 | 14 | 10.4253999022207 | 3.57460009777928 |
| 53 | 16 | 14.7573389726018 | 1.24266102739815 |
| 54 | 10 | 9.1364849670388 | 0.863515032961204 |
| 55 | 19 | 16.0451262861438 | 2.95487371385616 |
| 56 | 10 | 12.6355223342904 | -2.63552233429036 |
| 57 | 14 | 13.1548192411366 | 0.845180758863358 |
| 58 | 10 | 15.0472995010411 | -5.04729950104113 |
| 59 | 4 | 10.0927870690494 | -6.09278706904941 |
| 60 | 19 | 14.3155294087078 | 4.68447059129218 |
| 61 | 9 | 13.9225241605385 | -4.92252416053853 |
| 62 | 12 | 12.2153166820505 | -0.215316682050493 |
| 63 | 16 | 15.4480271396029 | 0.551972860397065 |
| 64 | 11 | 16.2730891166085 | -5.27308911660846 |
| 65 | 18 | 18.3143258192032 | -0.314325819203207 |
| 66 | 11 | 15.3675133331142 | -4.36751333311421 |
| 67 | 24 | 17.3124418024077 | 6.68755819759225 |
| 68 | 17 | 13.8581326302484 | 3.14186736975165 |
| 69 | 18 | 14.2377664378535 | 3.7622335621465 |
| 70 | 9 | 9.50559291632528 | -0.505592916325278 |
| 71 | 19 | 14.5927211444434 | 4.40727885555658 |
| 72 | 18 | 15.3806958413553 | 2.61930415864465 |
| 73 | 12 | 13.6666583642052 | -1.66665836420521 |
| 74 | 23 | 19.0616534644593 | 3.93834653554066 |
| 75 | 22 | 17.2112034121541 | 4.78879658784589 |
| 76 | 14 | 11.4533155297698 | 2.54668447023025 |
| 77 | 14 | 11.6531383491473 | 2.34686165085268 |
| 78 | 16 | 14.8607005863213 | 1.13929941367867 |
| 79 | 23 | 18.0079875221243 | 4.99201247787569 |
| 80 | 7 | 9.81421372243942 | -2.81421372243942 |
| 81 | 10 | 18.4275838307451 | -8.42758383074512 |
| 82 | 12 | 10.5488188865942 | 1.45118111340582 |
| 83 | 12 | 15.1240439164227 | -3.12404391642267 |
| 84 | 12 | 13.5490565022799 | -1.54905650227987 |
| 85 | 17 | 13.6553627585004 | 3.34463724149957 |
| 86 | 21 | 17.7243195466411 | 3.27568045335887 |
| 87 | 16 | 16.2120257044635 | -0.212025704463468 |
| 88 | 11 | 14.5199133814633 | -3.51991338146334 |
| 89 | 14 | 11.6813773203692 | 2.3186226796308 |
| 90 | 13 | 14.7185320016373 | -1.71853200163735 |
| 91 | 9 | 9.29145645122718 | -0.291456451227177 |
| 92 | 19 | 18.0950773937553 | 0.904922606244663 |
| 93 | 13 | 14.7470073797008 | -1.74700737970077 |
| 94 | 19 | 14.6955870686634 | 4.30441293133662 |
| 95 | 13 | 12.9247674067698 | 0.075232593230176 |
| 96 | 13 | 14.5033767227507 | -1.50337672275072 |
| 97 | 13 | 15.5819448917486 | -2.58194489174859 |
| 98 | 14 | 12.9381155188105 | 1.06188448118953 |
| 99 | 12 | 11.9402748652234 | 0.0597251347765582 |
| 100 | 22 | 19.8694713293146 | 2.13052867068544 |
| 101 | 11 | 12.971971859192 | -1.97197185919202 |
| 102 | 5 | 13.3291080693156 | -8.32910806931561 |
| 103 | 18 | 16.6721728237724 | 1.32782717622755 |
| 104 | 19 | 15.3550246844086 | 3.64497531559141 |
| 105 | 14 | 13.3505699519788 | 0.649430048021183 |
| 106 | 15 | 14.3960198251467 | 0.603980174853273 |
| 107 | 12 | 12.7439717998442 | -0.743971799844232 |
| 108 | 19 | 15.7248296353575 | 3.27517036464255 |
| 109 | 15 | 13.7443356306129 | 1.25566436938705 |
| 110 | 17 | 14.6831790239764 | 2.31682097602361 |
| 111 | 8 | 14.9625925862247 | -6.96259258622471 |
| 112 | 10 | 14.9221081097 | -4.9221081097 |
| 113 | 12 | 12.0057497990257 | -0.00574979902571159 |
| 114 | 12 | 12.7613993881254 | -0.761399388125431 |
| 115 | 20 | 17.0795149048655 | 2.92048509513449 |
| 116 | 12 | 10.5622789872096 | 1.43772101279038 |
| 117 | 12 | 11.3799978033633 | 0.620002196636709 |
| 118 | 14 | 14.7860502208166 | -0.786050220816584 |
| 119 | 6 | 13.5140855383662 | -7.5140855383662 |
| 120 | 10 | 9.89198455689105 | 0.108015443108946 |
| 121 | 18 | 14.0076348355556 | 3.99236516444444 |
| 122 | 18 | 15.2846454165461 | 2.71535458345387 |
| 123 | 7 | 10.6602878486117 | -3.66028784861168 |
| 124 | 18 | 14.4975288811441 | 3.50247111885587 |
| 125 | 9 | 20.228725657145 | -11.228725657145 |
| 126 | 17 | 15.7207301536217 | 1.27926984637831 |
| 127 | 22 | 17.1081097216126 | 4.89189027838742 |
| 128 | 11 | 13.0515620765383 | -2.05156207653826 |
| 129 | 15 | 10.9400808767607 | 4.05991912323935 |
| 130 | 17 | 15.5387979480606 | 1.46120205193938 |
| 131 | 15 | 12.0402615222537 | 2.95973847774634 |
| 132 | 22 | 16.8215321238935 | 5.17846787610653 |
| 133 | 9 | 9.48928857012745 | -0.489288570127449 |
| 134 | 13 | 11.1550268676437 | 1.84497313235631 |
| 135 | 20 | 16.764016129762 | 3.23598387023804 |
| 136 | 14 | 15.0397137129615 | -1.0397137129615 |
| 137 | 14 | 17.7357926402913 | -3.73579264029129 |
| 138 | 12 | 11.9787574269651 | 0.0212425730349382 |
| 139 | 20 | 16.3486583792476 | 3.65134162075237 |
| 140 | 20 | 17.1379446661737 | 2.86205533382632 |
| 141 | 8 | 10.5691085707593 | -2.56910857075926 |
| 142 | 17 | 14.5567515572142 | 2.44324844278582 |
| 143 | 9 | 7.14705219828151 | 1.85294780171849 |
| 144 | 18 | 14.1616350685293 | 3.83836493147073 |
| 145 | 22 | 19.1359103766815 | 2.86408962331851 |
| 146 | 10 | 12.2490428408529 | -2.24904284085291 |
| 147 | 13 | 15.1686080540861 | -2.16860805408608 |
| 148 | 15 | 17.6540383274489 | -2.6540383274489 |
| 149 | 18 | 14.4301536146453 | 3.56984638535475 |
| 150 | 18 | 16.0795264968949 | 1.92047350310509 |
| 151 | 12 | 13.921327202056 | -1.92132720205596 |
| 152 | 12 | 14.8233563992011 | -2.82335639920115 |
| 153 | 20 | 18.2150141160364 | 1.78498588396358 |
| 154 | 12 | 16.0491016510208 | -4.04910165102077 |
| 155 | 16 | 16.0981067422462 | -0.0981067422462444 |
| 156 | 16 | 13.3281781927833 | 2.67182180721667 |
| 157 | 18 | 12.4480686187127 | 5.55193138128725 |
| 158 | 16 | 15.8473561153004 | 0.152643884699615 |
| 159 | 13 | 14.8750631325607 | -1.87506313256072 |
| 160 | 17 | 13.4446920916588 | 3.55530790834124 |
| 161 | 13 | 10.7339410557107 | 2.26605894428927 |
| 162 | 17 | 12.3427782149635 | 4.6572217850365 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 12 | 0.869726424266669 | 0.260547151466662 | 0.130273575733331 |
| 13 | 0.799877609245496 | 0.400244781509007 | 0.200122390754504 |
| 14 | 0.806097249549996 | 0.387805500900008 | 0.193902750450004 |
| 15 | 0.801600610191424 | 0.396798779617151 | 0.198399389808576 |
| 16 | 0.757721333530426 | 0.484557332939147 | 0.242278666469574 |
| 17 | 0.719428752404788 | 0.561142495190424 | 0.280571247595212 |
| 18 | 0.853063586573412 | 0.293872826853177 | 0.146936413426588 |
| 19 | 0.973208293783794 | 0.0535834124324116 | 0.0267917062162058 |
| 20 | 0.957956187859239 | 0.0840876242815226 | 0.0420438121407613 |
| 21 | 0.96008975762384 | 0.0798204847523191 | 0.0399102423761596 |
| 22 | 0.94953803986338 | 0.100923920273239 | 0.0504619601366196 |
| 23 | 0.953217495684703 | 0.0935650086305944 | 0.0467825043152972 |
| 24 | 0.941650544769528 | 0.116698910460943 | 0.0583494552304716 |
| 25 | 0.918533418196928 | 0.162933163606143 | 0.0814665818030715 |
| 26 | 0.939417709179153 | 0.121164581641694 | 0.060582290820847 |
| 27 | 0.915839653862904 | 0.168320692274192 | 0.0841603461370961 |
| 28 | 0.92560747809225 | 0.1487850438155 | 0.07439252190775 |
| 29 | 0.907542067408741 | 0.184915865182518 | 0.0924579325912591 |
| 30 | 0.883545580291091 | 0.232908839417818 | 0.116454419708909 |
| 31 | 0.852014344880415 | 0.295971310239171 | 0.147985655119585 |
| 32 | 0.859045954822515 | 0.281908090354971 | 0.140954045177485 |
| 33 | 0.830071406862413 | 0.339857186275173 | 0.169928593137587 |
| 34 | 0.806980241482181 | 0.386039517035638 | 0.193019758517819 |
| 35 | 0.867247239255316 | 0.265505521489368 | 0.132752760744684 |
| 36 | 0.843044715461701 | 0.313910569076597 | 0.156955284538299 |
| 37 | 0.815508870427661 | 0.368982259144679 | 0.184491129572339 |
| 38 | 0.785326692062668 | 0.429346615874664 | 0.214673307937332 |
| 39 | 0.775311329951919 | 0.449377340096162 | 0.224688670048081 |
| 40 | 0.732687360944894 | 0.534625278110211 | 0.267312639055106 |
| 41 | 0.685840303412339 | 0.628319393175322 | 0.314159696587661 |
| 42 | 0.688109282947236 | 0.623781434105528 | 0.311890717052764 |
| 43 | 0.65085582354498 | 0.698288352910041 | 0.34914417645502 |
| 44 | 0.62220864507252 | 0.755582709854959 | 0.37779135492748 |
| 45 | 0.669523486324938 | 0.660953027350123 | 0.330476513675062 |
| 46 | 0.67728344607596 | 0.64543310784808 | 0.32271655392404 |
| 47 | 0.639335251837258 | 0.721329496325484 | 0.360664748162742 |
| 48 | 0.865054814610411 | 0.269890370779178 | 0.134945185389589 |
| 49 | 0.893344607729658 | 0.213310784540684 | 0.106655392270342 |
| 50 | 0.870305085694154 | 0.259389828611691 | 0.129694914305846 |
| 51 | 0.878067430977367 | 0.243865138045266 | 0.121932569022633 |
| 52 | 0.879065109200366 | 0.241869781599267 | 0.120934890799634 |
| 53 | 0.871351507460425 | 0.25729698507915 | 0.128648492539575 |
| 54 | 0.852655905981089 | 0.294688188037821 | 0.147344094018911 |
| 55 | 0.843137747243083 | 0.313724505513833 | 0.156862252756917 |
| 56 | 0.821473820118214 | 0.357052359763573 | 0.178526179881786 |
| 57 | 0.79112235780497 | 0.41775528439006 | 0.20887764219503 |
| 58 | 0.829721681567124 | 0.340556636865752 | 0.170278318432876 |
| 59 | 0.867659536245615 | 0.264680927508771 | 0.132340463754385 |
| 60 | 0.922006424316298 | 0.155987151367405 | 0.0779935756837023 |
| 61 | 0.929242504214582 | 0.141514991570837 | 0.0707574957854184 |
| 62 | 0.911719182248199 | 0.176561635503603 | 0.0882808177518013 |
| 63 | 0.897297521566624 | 0.205404956866751 | 0.102702478433376 |
| 64 | 0.910924050215973 | 0.178151899568055 | 0.0890759497840275 |
| 65 | 0.903623981531688 | 0.192752036936625 | 0.0963760184683125 |
| 66 | 0.908338557030451 | 0.183322885939099 | 0.0916614429695494 |
| 67 | 0.954393167628624 | 0.0912136647427518 | 0.0456068323713759 |
| 68 | 0.952349943403112 | 0.0953001131937766 | 0.0476500565968883 |
| 69 | 0.952078052206797 | 0.0958438955864052 | 0.0479219477932026 |
| 70 | 0.939106794999309 | 0.121786410001382 | 0.060893205000691 |
| 71 | 0.945864695458707 | 0.108270609082585 | 0.0541353045412925 |
| 72 | 0.940143133691676 | 0.119713732616648 | 0.0598568663083241 |
| 73 | 0.929377821374515 | 0.141244357250971 | 0.0706221786254854 |
| 74 | 0.932186256982762 | 0.135627486034475 | 0.0678137430172376 |
| 75 | 0.940446600944664 | 0.119106798110671 | 0.0595533990553357 |
| 76 | 0.935985253043076 | 0.128029493913848 | 0.0640147469569239 |
| 77 | 0.927223815914177 | 0.145552368171646 | 0.0727761840858228 |
| 78 | 0.911280041561401 | 0.177439916877198 | 0.0887199584385989 |
| 79 | 0.924991504024906 | 0.150016991950188 | 0.0750084959750939 |
| 80 | 0.915992741690691 | 0.168014516618617 | 0.0840072583093086 |
| 81 | 0.967975581547739 | 0.0640488369045229 | 0.0320244184522615 |
| 82 | 0.959914754103581 | 0.0801704917928378 | 0.0400852458964189 |
| 83 | 0.957567290471956 | 0.0848654190560879 | 0.0424327095280439 |
| 84 | 0.948154750731648 | 0.103690498536704 | 0.0518452492683522 |
| 85 | 0.945250678198362 | 0.109498643603275 | 0.0547493218016376 |
| 86 | 0.94263278351734 | 0.11473443296532 | 0.0573672164826599 |
| 87 | 0.927608883310385 | 0.14478223337923 | 0.0723911166896149 |
| 88 | 0.927869087686073 | 0.144261824627854 | 0.0721309123139271 |
| 89 | 0.91745081767099 | 0.16509836465802 | 0.0825491823290098 |
| 90 | 0.903352774672412 | 0.193294450655177 | 0.0966472253275883 |
| 91 | 0.88759910285071 | 0.224801794298581 | 0.112400897149291 |
| 92 | 0.865435024299601 | 0.269129951400798 | 0.134564975700399 |
| 93 | 0.843990698183933 | 0.312018603632135 | 0.156009301816067 |
| 94 | 0.85370258095391 | 0.292594838092179 | 0.14629741904609 |
| 95 | 0.82437236191419 | 0.35125527617162 | 0.17562763808581 |
| 96 | 0.796040792111116 | 0.407918415777767 | 0.203959207888884 |
| 97 | 0.78155512926642 | 0.436889741467161 | 0.21844487073358 |
| 98 | 0.746508549076059 | 0.506982901847883 | 0.253491450923941 |
| 99 | 0.705582853819174 | 0.588834292361653 | 0.294417146180826 |
| 100 | 0.676488317208379 | 0.647023365583241 | 0.323511682791621 |
| 101 | 0.643896436095906 | 0.712207127808189 | 0.356103563904094 |
| 102 | 0.854903774595771 | 0.290192450808458 | 0.145096225404229 |
| 103 | 0.828377500100609 | 0.343244999798782 | 0.171622499899391 |
| 104 | 0.835179147730697 | 0.329641704538607 | 0.164820852269303 |
| 105 | 0.804543848619153 | 0.390912302761694 | 0.195456151380847 |
| 106 | 0.773136560102904 | 0.453726879794193 | 0.226863439897097 |
| 107 | 0.739169326946359 | 0.521661346107283 | 0.260830673053641 |
| 108 | 0.718813178886585 | 0.56237364222683 | 0.281186821113415 |
| 109 | 0.684794549382813 | 0.630410901234374 | 0.315205450617187 |
| 110 | 0.648285262088406 | 0.703429475823188 | 0.351714737911594 |
| 111 | 0.728655386370311 | 0.542689227259377 | 0.271344613629689 |
| 112 | 0.762546978042946 | 0.474906043914109 | 0.237453021957054 |
| 113 | 0.733433984974854 | 0.533132030050293 | 0.266566015025146 |
| 114 | 0.70432801664097 | 0.591343966718059 | 0.29567198335903 |
| 115 | 0.705031731697091 | 0.589936536605819 | 0.294968268302909 |
| 116 | 0.661012945594153 | 0.677974108811695 | 0.338987054405847 |
| 117 | 0.610235323263147 | 0.779529353473705 | 0.389764676736853 |
| 118 | 0.557313375549632 | 0.885373248900735 | 0.442686624450368 |
| 119 | 0.843669446279092 | 0.312661107441817 | 0.156330553720908 |
| 120 | 0.809984959724054 | 0.380030080551893 | 0.190015040275946 |
| 121 | 0.804033815378718 | 0.391932369242565 | 0.195966184621282 |
| 122 | 0.772717361138274 | 0.454565277723451 | 0.227282638861726 |
| 123 | 0.806895960554532 | 0.386208078890936 | 0.193104039445468 |
| 124 | 0.778020132242776 | 0.443959735514449 | 0.221979867757224 |
| 125 | 0.994440723618464 | 0.0111185527630711 | 0.00555927638153553 |
| 126 | 0.991526385922793 | 0.016947228154415 | 0.00847361407720751 |
| 127 | 0.989090221740933 | 0.021819556518135 | 0.0109097782590675 |
| 128 | 0.983530537173945 | 0.0329389256521097 | 0.0164694628260548 |
| 129 | 0.979375942082883 | 0.0412481158342347 | 0.0206240579171173 |
| 130 | 0.970713457960091 | 0.058573084079818 | 0.029286542039909 |
| 131 | 0.958284392075005 | 0.0834312158499903 | 0.0417156079249952 |
| 132 | 0.962018636043949 | 0.0759627279121029 | 0.0379813639560515 |
| 133 | 0.950626054189729 | 0.0987478916205412 | 0.0493739458102706 |
| 134 | 0.934202855906859 | 0.131594288186282 | 0.0657971440931409 |
| 135 | 0.922545857123852 | 0.154908285752295 | 0.0774541428761476 |
| 136 | 0.892749095085194 | 0.214501809829612 | 0.107250904914806 |
| 137 | 0.903011042658618 | 0.193977914682764 | 0.0969889573413822 |
| 138 | 0.864802581984628 | 0.270394836030744 | 0.135197418015372 |
| 139 | 0.89031413773335 | 0.2193717245333 | 0.10968586226665 |
| 140 | 0.8611388030345 | 0.277722393931 | 0.1388611969655 |
| 141 | 0.858847038267512 | 0.282305923464977 | 0.141152961732488 |
| 142 | 0.80711329308581 | 0.385773413828379 | 0.19288670691419 |
| 143 | 0.733927414809532 | 0.532145170380937 | 0.266072585190468 |
| 144 | 0.78638149255165 | 0.4272370148967 | 0.21361850744835 |
| 145 | 0.86132847928797 | 0.27734304142406 | 0.13867152071203 |
| 146 | 0.90494308653918 | 0.19011382692164 | 0.0950569134608201 |
| 147 | 0.836309702684529 | 0.327380594630942 | 0.163690297315471 |
| 148 | 0.75188547613563 | 0.496229047728741 | 0.24811452386437 |
| 149 | 0.659014660649072 | 0.681970678701856 | 0.340985339350928 |
| 150 | 0.551885465701293 | 0.896229068597415 | 0.448114534298707 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 0 | 0 | OK |
| 5% type I error level | 5 | 0.0359712230215827 | OK |
| 10% type I error level | 19 | 0.136690647482014 | NOK |
