| Multiple Linear Regression - Estimated Regression Equation |
| Happiness[t] = + 15.8448319096304 + 0.00296943588586354Connected[t] + 0.0120368104937264Separate[t] + 0.0816224658026396Learning[t] -0.0341130700519477Software[t] -0.360391988863244Depression[t] + 0.0261256527885332Belonging[t] -0.00437230566099058t + 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) | 15.8448319096304 | 1.881681 | 8.4206 | 0 | 0 |
| Connected | 0.00296943588586354 | 0.037173 | 0.0799 | 0.936395 | 0.468197 |
| Separate | 0.0120368104937264 | 0.037916 | 0.3175 | 0.751151 | 0.375575 |
| Learning | 0.0816224658026396 | 0.067184 | 1.2149 | 0.225518 | 0.112759 |
| Software | -0.0341130700519477 | 0.069036 | -0.4941 | 0.621634 | 0.310817 |
| Depression | -0.360391988863244 | 0.039034 | -9.2328 | 0 | 0 |
| Belonging | 0.0261256527885332 | 0.0127 | 2.0571 | 0.040691 | 0.020345 |
| t | -0.00437230566099058 | 0.001821 | -2.4013 | 0.017051 | 0.008526 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.614034238205654 |
| R-squared | 0.377038045688798 |
| Adjusted R-squared | 0.360003929750601 |
| F-TEST (value) | 22.134289038349 |
| F-TEST (DF numerator) | 7 |
| F-TEST (DF denominator) | 256 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 1.99890818991702 |
| Sum Squared Residuals | 1022.88229163964 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 14 | 14.1312962202957 | -0.131296220295746 |
| 2 | 18 | 15.4719062198797 | 2.52809378012027 |
| 3 | 11 | 14.0600224759325 | -3.06002247593248 |
| 4 | 12 | 14.7619833829419 | -2.76198338294189 |
| 5 | 16 | 11.4858556460747 | 4.51414435392527 |
| 6 | 18 | 14.7046542420493 | 3.29534575795074 |
| 7 | 14 | 10.9006807472853 | 3.09931925271466 |
| 8 | 14 | 15.2166338141353 | -1.2166338141353 |
| 9 | 15 | 15.3964053161856 | -0.396405316185608 |
| 10 | 15 | 14.5861498928375 | 0.413850107162524 |
| 11 | 17 | 15.7075516703123 | 1.29244832968771 |
| 12 | 19 | 15.73276744227 | 3.26723255772999 |
| 13 | 10 | 13.5632603830827 | -3.5632603830827 |
| 14 | 16 | 13.652839517453 | 2.34716048254699 |
| 15 | 18 | 15.8674984690525 | 2.13250153094747 |
| 16 | 14 | 13.5518918777609 | 0.448108122239102 |
| 17 | 14 | 14.0597227426586 | -0.0597227426585944 |
| 18 | 17 | 15.8942058134817 | 1.10579418651834 |
| 19 | 14 | 15.4970474040916 | -1.49704740409165 |
| 20 | 16 | 13.9382546465006 | 2.06174535349944 |
| 21 | 18 | 15.4765350575034 | 2.5234649424966 |
| 22 | 11 | 13.8414939806096 | -2.84149398060961 |
| 23 | 14 | 14.5109140015346 | -0.510914001534607 |
| 24 | 12 | 13.6674657051422 | -1.66746570514217 |
| 25 | 17 | 15.4972295437932 | 1.50277045620676 |
| 26 | 9 | 16.0287131008473 | -7.02871310084732 |
| 27 | 16 | 15.2410342027108 | 0.758965797289226 |
| 28 | 14 | 13.4093049393965 | 0.590695060603495 |
| 29 | 15 | 14.1021568616272 | 0.897843138372813 |
| 30 | 11 | 14.0787450085401 | -3.07874500854006 |
| 31 | 16 | 15.8359885416367 | 0.164011458363326 |
| 32 | 13 | 12.8817412800445 | 0.118258719955501 |
| 33 | 17 | 15.2361413559711 | 1.76385864402891 |
| 34 | 15 | 15.3693418945039 | -0.369341894503936 |
| 35 | 14 | 14.1354264781698 | -0.13542647816976 |
| 36 | 16 | 15.728884205218 | 0.271115794781976 |
| 37 | 9 | 11.0895947421409 | -2.0895947421409 |
| 38 | 15 | 14.4463738949373 | 0.55362610506266 |
| 39 | 17 | 15.4800252304662 | 1.51997476953382 |
| 40 | 13 | 15.3346635915881 | -2.33466359158809 |
| 41 | 15 | 15.815213600011 | -0.815213600011012 |
| 42 | 16 | 13.8066644339493 | 2.19333556605071 |
| 43 | 16 | 15.8032418706183 | 0.196758129381705 |
| 44 | 12 | 13.2682253844808 | -1.26822538448081 |
| 45 | 15 | 14.7378893980036 | 0.262110601996426 |
| 46 | 11 | 13.754802161886 | -2.75480216188597 |
| 47 | 15 | 15.3754918585291 | -0.375491858529096 |
| 48 | 15 | 14.9864094770355 | 0.0135905229644654 |
| 49 | 17 | 13.6530215785682 | 3.34697842143183 |
| 50 | 13 | 14.8527028883008 | -1.85270288830083 |
| 51 | 16 | 15.279768652286 | 0.720231347713954 |
| 52 | 14 | 13.5801129918821 | 0.419887008117888 |
| 53 | 11 | 11.834309479386 | -0.834309479386016 |
| 54 | 12 | 13.6038791937884 | -1.60387919378844 |
| 55 | 12 | 14.3301960725687 | -2.33019607256873 |
| 56 | 15 | 13.8290421620091 | 1.17095783799093 |
| 57 | 16 | 14.2654751066375 | 1.73452489336253 |
| 58 | 15 | 15.4900968280511 | -0.490096828051089 |
| 59 | 12 | 15.2824061625817 | -3.28240616258172 |
| 60 | 12 | 13.4834199973343 | -1.48341999733432 |
| 61 | 8 | 10.9217329545057 | -2.92173295450565 |
| 62 | 13 | 14.6794130896755 | -1.6794130896755 |
| 63 | 11 | 14.6853506692265 | -3.68535066922648 |
| 64 | 14 | 13.158862078653 | 0.841137921346952 |
| 65 | 15 | 13.6570259946684 | 1.34297400533162 |
| 66 | 10 | 15.1754043338347 | -5.17540433383466 |
| 67 | 11 | 12.6693261666038 | -1.66932616660384 |
| 68 | 12 | 14.6380214856697 | -2.63802148566966 |
| 69 | 15 | 13.6713562577835 | 1.32864374221648 |
| 70 | 15 | 13.7418475681764 | 1.25815243182359 |
| 71 | 14 | 13.6892049283574 | 0.310795071642587 |
| 72 | 16 | 12.8518533815601 | 3.14814661843988 |
| 73 | 15 | 14.5187534501221 | 0.481246549877948 |
| 74 | 15 | 15.3180006421193 | -0.318000642119303 |
| 75 | 13 | 15.0697092574661 | -2.06970925746606 |
| 76 | 12 | 12.312617716614 | -0.31261771661396 |
| 77 | 17 | 14.069584871921 | 2.93041512807897 |
| 78 | 13 | 12.5846159275025 | 0.415384072497524 |
| 79 | 15 | 13.9340197168277 | 1.06598028317232 |
| 80 | 13 | 14.9937704308892 | -1.99377043088919 |
| 81 | 15 | 15.0182090181151 | -0.0182090181151229 |
| 82 | 15 | 15.5435911501378 | -0.543591150137809 |
| 83 | 16 | 14.3864633474583 | 1.61353665254167 |
| 84 | 15 | 14.3872680901252 | 0.612731909874834 |
| 85 | 14 | 14.2357265998029 | -0.235726599802869 |
| 86 | 15 | 14.1611127903906 | 0.83888720960939 |
| 87 | 14 | 14.3462530464131 | -0.34625304641315 |
| 88 | 13 | 12.8328686178035 | 0.167131382196479 |
| 89 | 7 | 10.6660549229509 | -3.66605492295089 |
| 90 | 17 | 13.8712308478821 | 3.12876915211792 |
| 91 | 13 | 12.8198210076684 | 0.180178992331609 |
| 92 | 15 | 14.263201296781 | 0.73679870321897 |
| 93 | 14 | 13.4216639674575 | 0.578336032542457 |
| 94 | 13 | 14.1179407101022 | -1.11794071010218 |
| 95 | 16 | 15.0691651470689 | 0.930834852931136 |
| 96 | 12 | 12.8551358239965 | -0.85513582399649 |
| 97 | 14 | 14.9702205042097 | -0.970220504209678 |
| 98 | 17 | 14.9839352500113 | 2.01606474998865 |
| 99 | 15 | 15.1235343193277 | -0.12353431932769 |
| 100 | 17 | 15.1637712803794 | 1.83622871962063 |
| 101 | 12 | 13.0060030469496 | -1.00600304694957 |
| 102 | 16 | 14.9678482983083 | 1.03215170169169 |
| 103 | 11 | 14.435611491736 | -3.43561149173603 |
| 104 | 15 | 13.1859095451292 | 1.81409045487076 |
| 105 | 9 | 11.4705270024897 | -2.47052700248975 |
| 106 | 16 | 14.914957252963 | 1.08504274703701 |
| 107 | 15 | 12.953429822873 | 2.04657017712703 |
| 108 | 10 | 12.8364320573179 | -2.83643205731788 |
| 109 | 10 | 9.29453277123379 | 0.705467228766212 |
| 110 | 15 | 13.9340081754428 | 1.06599182455718 |
| 111 | 11 | 13.204568185533 | -2.20456818553296 |
| 112 | 13 | 15.2907485701586 | -2.29074857015857 |
| 113 | 14 | 12.1157413224576 | 1.88425867754243 |
| 114 | 18 | 14.1646943835229 | 3.83530561647707 |
| 115 | 16 | 15.5056845471463 | 0.4943154528537 |
| 116 | 14 | 12.9816502739951 | 1.01834972600493 |
| 117 | 14 | 13.8508382295939 | 0.149161770406144 |
| 118 | 14 | 15.0931700206499 | -1.09317002064993 |
| 119 | 14 | 13.7127228076477 | 0.287277192352314 |
| 120 | 12 | 12.5542623053079 | -0.554262305307939 |
| 121 | 14 | 13.535380630453 | 0.464619369547046 |
| 122 | 15 | 14.9062912274024 | 0.0937087725975806 |
| 123 | 15 | 15.8050964130047 | -0.805096413004664 |
| 124 | 15 | 14.5064346772957 | 0.4935653227043 |
| 125 | 13 | 14.6814390556228 | -1.68143905562279 |
| 126 | 17 | 16.1462864582757 | 0.853713541724324 |
| 127 | 17 | 15.2313564447104 | 1.7686435552896 |
| 128 | 19 | 14.8856787019788 | 4.11432129802116 |
| 129 | 15 | 13.5821264462733 | 1.41787355372671 |
| 130 | 13 | 14.6241070911552 | -1.62410709115517 |
| 131 | 9 | 10.6978162028774 | -1.69781620287735 |
| 132 | 15 | 15.2726372545933 | -0.272637254593344 |
| 133 | 15 | 12.601107757815 | 2.39889224218498 |
| 134 | 15 | 14.1681629982023 | 0.83183700179766 |
| 135 | 16 | 13.6888328874185 | 2.31116711258149 |
| 136 | 11 | 9.47399630709481 | 1.52600369290518 |
| 137 | 14 | 13.2175967195348 | 0.782403280465168 |
| 138 | 11 | 11.9530550243485 | -0.953055024348489 |
| 139 | 15 | 14.1645581657312 | 0.835441834268822 |
| 140 | 13 | 13.8148456662453 | -0.814845666245294 |
| 141 | 15 | 14.5725305709401 | 0.427469429059923 |
| 142 | 16 | 13.824795917337 | 2.17520408266303 |
| 143 | 14 | 14.5279517852857 | -0.527951785285674 |
| 144 | 15 | 14.2018061288942 | 0.798193871105817 |
| 145 | 16 | 14.6069574678214 | 1.39304253217858 |
| 146 | 16 | 14.3130713341458 | 1.68692866585418 |
| 147 | 11 | 13.2765063740308 | -2.2765063740308 |
| 148 | 12 | 14.5576084393201 | -2.55760843932013 |
| 149 | 9 | 11.4962658480754 | -2.49626584807536 |
| 150 | 16 | 14.2446700217291 | 1.75532997827087 |
| 151 | 13 | 12.4728218862782 | 0.527178113721773 |
| 152 | 16 | 15.3489363386322 | 0.651063661367826 |
| 153 | 12 | 14.4068591757054 | -2.40685917570542 |
| 154 | 9 | 11.5186191731159 | -2.5186191731159 |
| 155 | 13 | 11.7323222572939 | 1.2676777427061 |
| 156 | 13 | 12.535621139704 | 0.464378860295996 |
| 157 | 14 | 13.3123596909164 | 0.687640309083596 |
| 158 | 19 | 14.7545095321491 | 4.24549046785088 |
| 159 | 13 | 15.5175166821899 | -2.51751668218992 |
| 160 | 12 | 12.1117478148956 | -0.111747814895645 |
| 161 | 13 | 12.4997624117201 | 0.500237588279941 |
| 162 | 10 | 9.32449694054531 | 0.675503059454692 |
| 163 | 14 | 13.3144107331895 | 0.68558926681053 |
| 164 | 16 | 11.4822897804962 | 4.51771021950381 |
| 165 | 10 | 11.9709953926978 | -1.97099539269777 |
| 166 | 11 | 9.21648955031548 | 1.78351044968452 |
| 167 | 14 | 14.0815224889261 | -0.0815224889260541 |
| 168 | 12 | 12.8647108994313 | -0.864710899431311 |
| 169 | 9 | 12.6920387934627 | -3.69203879346273 |
| 170 | 9 | 11.9437961706916 | -2.9437961706916 |
| 171 | 11 | 10.6181532601599 | 0.381846739840127 |
| 172 | 16 | 14.0980027627333 | 1.90199723726668 |
| 173 | 9 | 13.9828942091387 | -4.98289420913873 |
| 174 | 13 | 11.3816450333597 | 1.61835496664031 |
| 175 | 16 | 13.289672699233 | 2.71032730076699 |
| 176 | 13 | 15.2349826631287 | -2.23498266312869 |
| 177 | 9 | 12.2948552787294 | -3.29485527872945 |
| 178 | 12 | 11.5048150953963 | 0.49518490460367 |
| 179 | 16 | 14.4754655029971 | 1.52453449700285 |
| 180 | 11 | 13.176279864013 | -2.17627986401299 |
| 181 | 14 | 13.9367454399603 | 0.063254560039674 |
| 182 | 13 | 14.714166390727 | -1.71416639072702 |
| 183 | 15 | 14.4736922810776 | 0.526307718922366 |
| 184 | 14 | 14.8394566483366 | -0.839456648336643 |
| 185 | 16 | 14.042807752142 | 1.95719224785799 |
| 186 | 13 | 11.5946346185537 | 1.40536538144631 |
| 187 | 14 | 13.4435106100424 | 0.556489389957552 |
| 188 | 15 | 14.2006935957299 | 0.799306404270118 |
| 189 | 13 | 12.4629940782925 | 0.537005921707511 |
| 190 | 11 | 10.2951557877057 | 0.704844212294319 |
| 191 | 11 | 12.5791052858587 | -1.57910528585867 |
| 192 | 14 | 14.8517668888585 | -0.851766888858504 |
| 193 | 15 | 12.7671342006358 | 2.2328657993642 |
| 194 | 11 | 12.3301311890193 | -1.3301311890193 |
| 195 | 15 | 13.0279527014879 | 1.97204729851206 |
| 196 | 12 | 13.8741999018694 | -1.87419990186943 |
| 197 | 14 | 11.6730102441073 | 2.32698975589266 |
| 198 | 14 | 13.2861233331282 | 0.71387666687176 |
| 199 | 8 | 11.0779887888766 | -3.0779887888766 |
| 200 | 13 | 13.6559360679777 | -0.655936067977739 |
| 201 | 9 | 11.9887947071115 | -2.98879470711151 |
| 202 | 15 | 13.6735469389502 | 1.32645306104983 |
| 203 | 17 | 14.01729738088 | 2.98270261911998 |
| 204 | 13 | 12.3744304662106 | 0.625569533789382 |
| 205 | 15 | 14.3239197400503 | 0.676080259949742 |
| 206 | 15 | 13.5757186089573 | 1.42428139104268 |
| 207 | 14 | 14.3157491850157 | -0.315749185015666 |
| 208 | 16 | 12.3219044901977 | 3.67809550980233 |
| 209 | 13 | 12.7751587390889 | 0.224841260911094 |
| 210 | 16 | 14.1778805416327 | 1.8221194583673 |
| 211 | 9 | 11.535941698373 | -2.53594169837301 |
| 212 | 16 | 14.3696253482942 | 1.63037465170582 |
| 213 | 11 | 12.1129575709745 | -1.11295757097455 |
| 214 | 10 | 13.7136826522495 | -3.71368265224954 |
| 215 | 11 | 11.9503623541785 | -0.950362354178522 |
| 216 | 15 | 13.0991337507538 | 1.90086624924625 |
| 217 | 17 | 14.6840280903125 | 2.31597190968754 |
| 218 | 14 | 14.0620379676766 | -0.0620379676766466 |
| 219 | 8 | 9.86871358917287 | -1.86871358917287 |
| 220 | 15 | 13.3710557963494 | 1.62894420365057 |
| 221 | 11 | 13.6922783212302 | -2.69227832123023 |
| 222 | 16 | 13.4125116104209 | 2.58748838957906 |
| 223 | 10 | 11.9223404037777 | -1.92234040377772 |
| 224 | 15 | 14.6526369499989 | 0.347363050001121 |
| 225 | 9 | 9.57396659860397 | -0.573966598603964 |
| 226 | 16 | 14.2672202913509 | 1.73277970864909 |
| 227 | 19 | 13.5776061666492 | 5.42239383335085 |
| 228 | 12 | 13.5120983100328 | -1.51209831003284 |
| 229 | 8 | 9.36785631322598 | -1.36785631322598 |
| 230 | 11 | 13.1776025941417 | -2.17760259414166 |
| 231 | 14 | 13.6835255536223 | 0.316474446377701 |
| 232 | 9 | 11.8450880518024 | -2.84508805180244 |
| 233 | 15 | 14.7033991902502 | 0.296600809749783 |
| 234 | 13 | 12.0866785963915 | 0.913321403608521 |
| 235 | 16 | 14.6609592911363 | 1.33904070886374 |
| 236 | 11 | 12.6330328652547 | -1.63303286525471 |
| 237 | 12 | 11.2602661547166 | 0.739733845283366 |
| 238 | 13 | 12.5090387365518 | 0.490961263448215 |
| 239 | 10 | 14.0724433581468 | -4.07244335814679 |
| 240 | 11 | 13.4002282956596 | -2.40022829565964 |
| 241 | 12 | 14.6581615360238 | -2.65816153602382 |
| 242 | 8 | 10.4533901914072 | -2.45339019140721 |
| 243 | 12 | 11.6654380204318 | 0.334561979568206 |
| 244 | 12 | 12.0935692280008 | -0.0935692280008212 |
| 245 | 15 | 13.2366492468646 | 1.76335075313539 |
| 246 | 11 | 10.5780420193572 | 0.421957980642801 |
| 247 | 13 | 12.4875441744348 | 0.512455825565181 |
| 248 | 14 | 8.62229773979479 | 5.37770226020521 |
| 249 | 10 | 10.0270819103525 | -0.02708191035249 |
| 250 | 12 | 11.3456895930049 | 0.65431040699507 |
| 251 | 15 | 12.6910507425476 | 2.30894925745245 |
| 252 | 13 | 11.7147504775867 | 1.28524952241327 |
| 253 | 13 | 13.9201904658877 | -0.920190465887744 |
| 254 | 13 | 13.4123285596985 | -0.412328559698469 |
| 255 | 12 | 11.525197308205 | 0.474802691794957 |
| 256 | 12 | 12.3357068813777 | -0.335706881377749 |
| 257 | 9 | 10.5582364042597 | -1.55823640425966 |
| 258 | 9 | 11.1965521315279 | -2.1965521315279 |
| 259 | 15 | 12.2619126167435 | 2.73808738325654 |
| 260 | 10 | 14.6825109321869 | -4.6825109321869 |
| 261 | 14 | 13.3413703444173 | 0.658629655582655 |
| 262 | 15 | 13.1979782517988 | 1.80202174820116 |
| 263 | 7 | 9.59724048536167 | -2.59724048536167 |
| 264 | 14 | 13.5538748168031 | 0.446125183196925 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 11 | 0.0425068438623072 | 0.0850136877246144 | 0.957493156137693 |
| 12 | 0.794700838239056 | 0.410598323521887 | 0.205299161760944 |
| 13 | 0.98241287486243 | 0.0351742502751407 | 0.0175871251375704 |
| 14 | 0.980720282239743 | 0.0385594355205132 | 0.0192797177602566 |
| 15 | 0.981194975932255 | 0.0376100481354891 | 0.0188050240677445 |
| 16 | 0.969725205941906 | 0.0605495881161878 | 0.0302747940580939 |
| 17 | 0.965549382967397 | 0.0689012340652062 | 0.0344506170326031 |
| 18 | 0.949247439560944 | 0.101505120878112 | 0.0507525604390562 |
| 19 | 0.933755862106714 | 0.132488275786573 | 0.0662441378932863 |
| 20 | 0.918358335881688 | 0.163283328236625 | 0.0816416641183124 |
| 21 | 0.915898991027098 | 0.168202017945804 | 0.0841010089729021 |
| 22 | 0.964821121275956 | 0.0703577574480883 | 0.0351788787240442 |
| 23 | 0.950505433444142 | 0.0989891331117168 | 0.0494945665558584 |
| 24 | 0.938886482062994 | 0.122227035874012 | 0.0611135179370062 |
| 25 | 0.918804960910381 | 0.162390078179238 | 0.081195039089619 |
| 26 | 0.99850601721563 | 0.00298796556873916 | 0.00149398278436958 |
| 27 | 0.997945414708241 | 0.00410917058351759 | 0.00205458529175879 |
| 28 | 0.996818269599194 | 0.0063634608016122 | 0.0031817304008061 |
| 29 | 0.995353144488057 | 0.00929371102388503 | 0.00464685551194252 |
| 30 | 0.996302329921236 | 0.00739534015752766 | 0.00369767007876383 |
| 31 | 0.994776653900234 | 0.0104466921995314 | 0.00522334609976569 |
| 32 | 0.99228876439031 | 0.0154224712193805 | 0.00771123560969024 |
| 33 | 0.99219219601825 | 0.0156156079634994 | 0.00780780398174971 |
| 34 | 0.988758165308029 | 0.0224836693839418 | 0.0112418346919709 |
| 35 | 0.984144581385911 | 0.031710837228179 | 0.0158554186140895 |
| 36 | 0.978335816473567 | 0.0433283670528667 | 0.0216641835264333 |
| 37 | 0.980600913640328 | 0.0387981727193449 | 0.0193990863596724 |
| 38 | 0.975116231421354 | 0.0497675371572929 | 0.0248837685786465 |
| 39 | 0.974707073145074 | 0.050585853709853 | 0.0252929268549265 |
| 40 | 0.97136754905843 | 0.05726490188314 | 0.02863245094157 |
| 41 | 0.962227409678992 | 0.0755451806420159 | 0.037772590321008 |
| 42 | 0.964962482495153 | 0.0700750350096942 | 0.0350375175048471 |
| 43 | 0.957005843058951 | 0.0859883138820978 | 0.0429941569410489 |
| 44 | 0.946281487452687 | 0.107437025094627 | 0.0537185125473134 |
| 45 | 0.932158020237723 | 0.135683959524554 | 0.0678419797622771 |
| 46 | 0.934589548354426 | 0.130820903291149 | 0.0654104516455744 |
| 47 | 0.921108994555532 | 0.157782010888935 | 0.0788910054444675 |
| 48 | 0.904111631395358 | 0.191776737209284 | 0.0958883686046418 |
| 49 | 0.938706300897907 | 0.122587398204187 | 0.0612936991020933 |
| 50 | 0.931636975090992 | 0.136726049818017 | 0.0683630249090084 |
| 51 | 0.919802995620511 | 0.160394008758978 | 0.0801970043794888 |
| 52 | 0.902915219708319 | 0.194169560583362 | 0.097084780291681 |
| 53 | 0.884500128631802 | 0.230999742736396 | 0.115499871368198 |
| 54 | 0.869656935490374 | 0.260686129019252 | 0.130343064509626 |
| 55 | 0.858706620196001 | 0.282586759607997 | 0.141293379803999 |
| 56 | 0.844248980147128 | 0.311502039705744 | 0.155751019852872 |
| 57 | 0.83881568284603 | 0.322368634307941 | 0.16118431715397 |
| 58 | 0.811012829447651 | 0.377974341104698 | 0.188987170552349 |
| 59 | 0.835451391449088 | 0.329097217101823 | 0.164548608550912 |
| 60 | 0.818941763869628 | 0.362116472260744 | 0.181058236130372 |
| 61 | 0.830278126722401 | 0.339443746555198 | 0.169721873277599 |
| 62 | 0.81295620751139 | 0.374087584977221 | 0.18704379248861 |
| 63 | 0.850559577155151 | 0.298880845689697 | 0.149440422844849 |
| 64 | 0.847736297449654 | 0.304527405100692 | 0.152263702550346 |
| 65 | 0.849813089198198 | 0.300373821603604 | 0.150186910801802 |
| 66 | 0.922847006837894 | 0.154305986324212 | 0.0771529931621059 |
| 67 | 0.911879759852252 | 0.176240480295495 | 0.0881202401477475 |
| 68 | 0.911777396256951 | 0.176445207486098 | 0.088222603743049 |
| 69 | 0.915140988832031 | 0.169718022335939 | 0.0848590111679693 |
| 70 | 0.915083471257511 | 0.169833057484979 | 0.0849165287424895 |
| 71 | 0.902253062651747 | 0.195493874696506 | 0.097746937348253 |
| 72 | 0.933217662089911 | 0.133564675820177 | 0.0667823379100886 |
| 73 | 0.922702946435695 | 0.154594107128611 | 0.0772970535643055 |
| 74 | 0.907774353992048 | 0.184451292015904 | 0.0922256460079518 |
| 75 | 0.899096655355027 | 0.201806689289945 | 0.100903344644973 |
| 76 | 0.881602010649902 | 0.236795978700196 | 0.118397989350098 |
| 77 | 0.909770702308243 | 0.180458595383515 | 0.0902292976917573 |
| 78 | 0.895930875726651 | 0.208138248546698 | 0.104069124273349 |
| 79 | 0.889983566983364 | 0.220032866033272 | 0.110016433016636 |
| 80 | 0.882012899663551 | 0.235974200672898 | 0.117987100336449 |
| 81 | 0.863066960947856 | 0.273866078104289 | 0.136933039052144 |
| 82 | 0.842188950559542 | 0.315622098880915 | 0.157811049440458 |
| 83 | 0.842317544780282 | 0.315364910439435 | 0.157682455219718 |
| 84 | 0.824100238184732 | 0.351799523630536 | 0.175899761815268 |
| 85 | 0.799881144683803 | 0.400237710632393 | 0.200118855316197 |
| 86 | 0.776491182794922 | 0.447017634410157 | 0.223508817205078 |
| 87 | 0.748001677070671 | 0.503996645858659 | 0.251998322929329 |
| 88 | 0.718971450209357 | 0.562057099581286 | 0.281028549790643 |
| 89 | 0.787233272189949 | 0.425533455620101 | 0.212766727810051 |
| 90 | 0.825591784665555 | 0.34881643066889 | 0.174408215334445 |
| 91 | 0.804057959572684 | 0.391884080854632 | 0.195942040427316 |
| 92 | 0.77948368367224 | 0.44103263265552 | 0.22051631632776 |
| 93 | 0.759522287485625 | 0.480955425028751 | 0.240477712514375 |
| 94 | 0.73590815125279 | 0.52818369749442 | 0.26409184874721 |
| 95 | 0.712486147984418 | 0.575027704031165 | 0.287513852015582 |
| 96 | 0.685269387999162 | 0.629461224001676 | 0.314730612000838 |
| 97 | 0.658653584824791 | 0.682692830350418 | 0.341346415175209 |
| 98 | 0.663888207072625 | 0.672223585854751 | 0.336111792927375 |
| 99 | 0.62948285613517 | 0.741034287729659 | 0.37051714386483 |
| 100 | 0.624845939045735 | 0.750308121908529 | 0.375154060954264 |
| 101 | 0.599118775140424 | 0.801762449719152 | 0.400881224859576 |
| 102 | 0.571692897818598 | 0.856614204362803 | 0.428307102181402 |
| 103 | 0.624790327207679 | 0.750419345584643 | 0.375209672792321 |
| 104 | 0.61154671942661 | 0.77690656114678 | 0.38845328057339 |
| 105 | 0.628312445253417 | 0.743375109493166 | 0.371687554746583 |
| 106 | 0.604361852891235 | 0.79127629421753 | 0.395638147108765 |
| 107 | 0.59704234072136 | 0.805915318557279 | 0.40295765927864 |
| 108 | 0.632336917806617 | 0.735326164386766 | 0.367663082193383 |
| 109 | 0.599043736681525 | 0.801912526636949 | 0.400956263318475 |
| 110 | 0.573060177624452 | 0.853879644751096 | 0.426939822375548 |
| 111 | 0.577627847899888 | 0.844744304200224 | 0.422372152100112 |
| 112 | 0.601679028647839 | 0.796641942704323 | 0.398320971352161 |
| 113 | 0.608303815787247 | 0.783392368425507 | 0.391696184212753 |
| 114 | 0.694164173523918 | 0.611671652952165 | 0.305835826476082 |
| 115 | 0.666276090684675 | 0.667447818630649 | 0.333723909315325 |
| 116 | 0.640087382902605 | 0.719825234194789 | 0.359912617097395 |
| 117 | 0.606410624124189 | 0.787178751751622 | 0.393589375875811 |
| 118 | 0.582057461326639 | 0.835885077346722 | 0.417942538673361 |
| 119 | 0.546548089869891 | 0.906903820260218 | 0.453451910130109 |
| 120 | 0.513609006111762 | 0.972781987776477 | 0.486390993888238 |
| 121 | 0.487943540712756 | 0.975887081425513 | 0.512056459287244 |
| 122 | 0.453202559681628 | 0.906405119363257 | 0.546797440318372 |
| 123 | 0.42467003915564 | 0.84934007831128 | 0.57532996084436 |
| 124 | 0.394463653610867 | 0.788927307221733 | 0.605536346389133 |
| 125 | 0.384930132109889 | 0.769860264219778 | 0.615069867890111 |
| 126 | 0.356969209187713 | 0.713938418375426 | 0.643030790812287 |
| 127 | 0.341924686993399 | 0.683849373986797 | 0.658075313006601 |
| 128 | 0.44541188476458 | 0.890823769529159 | 0.55458811523542 |
| 129 | 0.425659716488626 | 0.851319432977252 | 0.574340283511374 |
| 130 | 0.415001389858929 | 0.830002779717857 | 0.584998610141071 |
| 131 | 0.404128587447727 | 0.808257174895453 | 0.595871412552273 |
| 132 | 0.372375723264924 | 0.744751446529848 | 0.627624276735076 |
| 133 | 0.39214001098729 | 0.78428002197458 | 0.60785998901271 |
| 134 | 0.362381993293188 | 0.724763986586375 | 0.637618006706812 |
| 135 | 0.372619436880956 | 0.745238873761911 | 0.627380563119044 |
| 136 | 0.362071174713363 | 0.724142349426727 | 0.637928825286637 |
| 137 | 0.332623047221698 | 0.665246094443396 | 0.667376952778302 |
| 138 | 0.308965226002405 | 0.617930452004811 | 0.691034773997595 |
| 139 | 0.281664756567371 | 0.563329513134742 | 0.718335243432629 |
| 140 | 0.258193447796795 | 0.51638689559359 | 0.741806552203205 |
| 141 | 0.231052603578473 | 0.462105207156945 | 0.768947396421527 |
| 142 | 0.233722458372531 | 0.467444916745062 | 0.766277541627469 |
| 143 | 0.208861408977841 | 0.417722817955682 | 0.791138591022159 |
| 144 | 0.188999813136109 | 0.377999626272218 | 0.811000186863891 |
| 145 | 0.173811170942712 | 0.347622341885425 | 0.826188829057288 |
| 146 | 0.165792100222309 | 0.331584200444619 | 0.834207899777691 |
| 147 | 0.174747493645771 | 0.349494987291542 | 0.825252506354229 |
| 148 | 0.193197461976993 | 0.386394923953987 | 0.806802538023007 |
| 149 | 0.213052718168171 | 0.426105436336342 | 0.786947281831829 |
| 150 | 0.208342943371085 | 0.41668588674217 | 0.791657056628915 |
| 151 | 0.184880365369579 | 0.369760730739157 | 0.815119634630421 |
| 152 | 0.163935713260435 | 0.32787142652087 | 0.836064286739565 |
| 153 | 0.175711597194125 | 0.351423194388251 | 0.824288402805875 |
| 154 | 0.193034551795345 | 0.38606910359069 | 0.806965448204655 |
| 155 | 0.17704299693838 | 0.35408599387676 | 0.82295700306162 |
| 156 | 0.156516834525016 | 0.313033669050033 | 0.843483165474984 |
| 157 | 0.138162922344659 | 0.276325844689317 | 0.861837077655341 |
| 158 | 0.220713260206257 | 0.441426520412515 | 0.779286739793743 |
| 159 | 0.239222079117856 | 0.478444158235711 | 0.760777920882144 |
| 160 | 0.215684182797783 | 0.431368365595565 | 0.784315817202217 |
| 161 | 0.192529133347854 | 0.385058266695708 | 0.807470866652146 |
| 162 | 0.170378204858032 | 0.340756409716064 | 0.829621795141968 |
| 163 | 0.149573385735602 | 0.299146771471203 | 0.850426614264398 |
| 164 | 0.24922837251704 | 0.49845674503408 | 0.75077162748296 |
| 165 | 0.24462845824321 | 0.489256916486419 | 0.75537154175679 |
| 166 | 0.240873896996872 | 0.481747793993744 | 0.759126103003128 |
| 167 | 0.213109315641377 | 0.426218631282754 | 0.786890684358623 |
| 168 | 0.192344093067894 | 0.384688186135788 | 0.807655906932106 |
| 169 | 0.246770298355783 | 0.493540596711566 | 0.753229701644217 |
| 170 | 0.276300741352705 | 0.552601482705411 | 0.723699258647295 |
| 171 | 0.247181423985809 | 0.494362847971617 | 0.752818576014191 |
| 172 | 0.243205360469057 | 0.486410720938114 | 0.756794639530943 |
| 173 | 0.410689133104865 | 0.82137826620973 | 0.589310866895135 |
| 174 | 0.392220226391188 | 0.784440452782376 | 0.607779773608812 |
| 175 | 0.412770232652139 | 0.825540465304279 | 0.587229767347861 |
| 176 | 0.424673914592892 | 0.849347829185784 | 0.575326085407108 |
| 177 | 0.488241940798592 | 0.976483881597185 | 0.511758059201408 |
| 178 | 0.451351665037239 | 0.902703330074478 | 0.548648334962761 |
| 179 | 0.429106630008802 | 0.858213260017604 | 0.570893369991198 |
| 180 | 0.436634789554924 | 0.873269579109848 | 0.563365210445076 |
| 181 | 0.401252439032733 | 0.802504878065467 | 0.598747560967267 |
| 182 | 0.405301567286676 | 0.810603134573351 | 0.594698432713324 |
| 183 | 0.369248767878175 | 0.73849753575635 | 0.630751232121825 |
| 184 | 0.347222662190055 | 0.69444532438011 | 0.652777337809945 |
| 185 | 0.348009242115364 | 0.696018484230728 | 0.651990757884636 |
| 186 | 0.33325612673338 | 0.666512253466761 | 0.66674387326662 |
| 187 | 0.298864354559554 | 0.597728709119108 | 0.701135645440446 |
| 188 | 0.26771747213973 | 0.53543494427946 | 0.73228252786027 |
| 189 | 0.236845572457005 | 0.473691144914009 | 0.763154427542995 |
| 190 | 0.212169009253411 | 0.424338018506822 | 0.787830990746589 |
| 191 | 0.22496492807197 | 0.449929856143939 | 0.77503507192803 |
| 192 | 0.208077250608847 | 0.416154501217694 | 0.791922749391153 |
| 193 | 0.214436902185308 | 0.428873804370617 | 0.785563097814692 |
| 194 | 0.205426010360765 | 0.41085202072153 | 0.794573989639235 |
| 195 | 0.201953087062666 | 0.403906174125332 | 0.798046912937334 |
| 196 | 0.214687497891888 | 0.429374995783777 | 0.785312502108112 |
| 197 | 0.253498161959761 | 0.506996323919521 | 0.74650183804024 |
| 198 | 0.234682653781754 | 0.469365307563507 | 0.765317346218246 |
| 199 | 0.270765489155687 | 0.541530978311374 | 0.729234510844313 |
| 200 | 0.239015465872891 | 0.478030931745783 | 0.760984534127109 |
| 201 | 0.280027955803309 | 0.560055911606619 | 0.719972044196691 |
| 202 | 0.254653509817062 | 0.509307019634124 | 0.745346490182938 |
| 203 | 0.292124344489456 | 0.584248688978911 | 0.707875655510544 |
| 204 | 0.259969252837397 | 0.519938505674794 | 0.740030747162603 |
| 205 | 0.22745738589182 | 0.45491477178364 | 0.77254261410818 |
| 206 | 0.207397444690094 | 0.414794889380188 | 0.792602555309906 |
| 207 | 0.177436225474076 | 0.354872450948152 | 0.822563774525924 |
| 208 | 0.203027785234099 | 0.406055570468198 | 0.796972214765901 |
| 209 | 0.173296754997468 | 0.346593509994936 | 0.826703245002532 |
| 210 | 0.182879963933337 | 0.365759927866673 | 0.817120036066663 |
| 211 | 0.202371142284392 | 0.404742284568784 | 0.797628857715608 |
| 212 | 0.193138180606452 | 0.386276361212903 | 0.806861819393548 |
| 213 | 0.167702811312441 | 0.335405622624881 | 0.832297188687559 |
| 214 | 0.207497151878626 | 0.414994303757253 | 0.792502848121374 |
| 215 | 0.184428293343183 | 0.368856586686366 | 0.815571706656817 |
| 216 | 0.173170346003696 | 0.346340692007392 | 0.826829653996304 |
| 217 | 0.203513297428738 | 0.407026594857476 | 0.796486702571262 |
| 218 | 0.175634909014549 | 0.351269818029099 | 0.824365090985451 |
| 219 | 0.162208946939911 | 0.324417893879821 | 0.837791053060089 |
| 220 | 0.179585510343434 | 0.359171020686868 | 0.820414489656566 |
| 221 | 0.184036278011884 | 0.368072556023768 | 0.815963721988116 |
| 222 | 0.181746706548737 | 0.363493413097473 | 0.818253293451263 |
| 223 | 0.165197396929427 | 0.330394793858855 | 0.834802603070573 |
| 224 | 0.137122343527303 | 0.274244687054606 | 0.862877656472697 |
| 225 | 0.134548360790914 | 0.269096721581828 | 0.865451639209086 |
| 226 | 0.165346628801671 | 0.330693257603343 | 0.834653371198329 |
| 227 | 0.393669898915416 | 0.787339797830833 | 0.606330101084584 |
| 228 | 0.352069730881051 | 0.704139461762102 | 0.647930269118949 |
| 229 | 0.313150719867205 | 0.62630143973441 | 0.686849280132795 |
| 230 | 0.287283991181725 | 0.57456798236345 | 0.712716008818275 |
| 231 | 0.251073152870738 | 0.502146305741476 | 0.748926847129262 |
| 232 | 0.280320448592053 | 0.560640897184106 | 0.719679551407947 |
| 233 | 0.23743779856189 | 0.474875597123779 | 0.76256220143811 |
| 234 | 0.199221224437412 | 0.398442448874823 | 0.800778775562588 |
| 235 | 0.206315170431845 | 0.412630340863691 | 0.793684829568155 |
| 236 | 0.178083516839939 | 0.356167033679878 | 0.821916483160061 |
| 237 | 0.153705961347879 | 0.307411922695758 | 0.846294038652121 |
| 238 | 0.118455954200374 | 0.236911908400749 | 0.881544045799626 |
| 239 | 0.227057213068516 | 0.454114426137033 | 0.772942786931484 |
| 240 | 0.237028926785239 | 0.474057853570478 | 0.762971073214761 |
| 241 | 0.240691772375789 | 0.481383544751579 | 0.759308227624211 |
| 242 | 0.858485866888979 | 0.283028266222041 | 0.141514133111021 |
| 243 | 0.808802612887242 | 0.382394774225516 | 0.191197387112758 |
| 244 | 0.75498620431642 | 0.490027591367159 | 0.24501379568358 |
| 245 | 0.701437164652613 | 0.597125670694773 | 0.298562835347387 |
| 246 | 0.632539371239122 | 0.734921257521757 | 0.367460628760878 |
| 247 | 0.646816538359354 | 0.706366923281292 | 0.353183461640646 |
| 248 | 0.650390206329963 | 0.699219587340073 | 0.349609793670037 |
| 249 | 0.544941117302032 | 0.910117765395936 | 0.455058882697968 |
| 250 | 0.459564112673048 | 0.919128225346095 | 0.540435887326952 |
| 251 | 0.399938867832099 | 0.799877735664199 | 0.600061132167901 |
| 252 | 0.905594637001915 | 0.18881072599617 | 0.0944053629980852 |
| 253 | 0.817587062067215 | 0.364825875865569 | 0.182412937932785 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 5 | 0.0205761316872428 | NOK |
| 5% type I error level | 16 | 0.065843621399177 | NOK |
| 10% type I error level | 26 | 0.106995884773663 | NOK |
