| Multiple Linear Regression - Estimated Regression Equation |
| Software[t] = + 4.29369158975448 -0.258721000939616month[t] -0.0175722821001458Connected[t] + 0.0386462716306383Separate[t] + 0.55286411850954Learning[t] -0.016432940258421Happiness[t] -0.00235835272326153Depression[t] + 0.0214237034462334Belonging[t] -0.022855009050041Belonging_Final[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) | 4.29369158975448 | 2.600565 | 1.6511 | 0.099957 | 0.049979 |
| month | -0.258721000939616 | 0.157399 | -1.6437 | 0.101465 | 0.050733 |
| Connected | -0.0175722821001458 | 0.034098 | -0.5153 | 0.606759 | 0.30338 |
| Separate | 0.0386462716306383 | 0.03458 | 1.1176 | 0.264793 | 0.132397 |
| Learning | 0.55286411850954 | 0.050646 | 10.9163 | 0 | 0 |
| Happiness | -0.016432940258421 | 0.056869 | -0.289 | 0.772846 | 0.386423 |
| Depression | -0.00235835272326153 | 0.041604 | -0.0567 | 0.95484 | 0.47742 |
| Belonging | 0.0214237034462334 | 0.037015 | 0.5788 | 0.563242 | 0.281621 |
| Belonging_Final | -0.022855009050041 | 0.054974 | -0.4157 | 0.677951 | 0.338976 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.631531259041089 |
| R-squared | 0.398831731146023 |
| Adjusted R-squared | 0.379971550162369 |
| F-TEST (value) | 21.1467605476154 |
| F-TEST (DF numerator) | 8 |
| F-TEST (DF denominator) | 255 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 1.826844008971 |
| Sum Squared Residuals | 851.026553443877 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 12 | 10.0462654745323 | 1.95373452546774 |
| 2 | 11 | 11.6532172876031 | -0.653217287603135 |
| 3 | 15 | 13.5353466434285 | 1.46465335657146 |
| 4 | 6 | 11.2615878217133 | -5.26158782171334 |
| 5 | 13 | 10.8021732936488 | 2.19782670635123 |
| 6 | 10 | 9.93091841182892 | 0.0690815881710786 |
| 7 | 12 | 12.9902122758925 | -0.990212275892494 |
| 8 | 14 | 11.3899703349119 | 2.61002966508806 |
| 9 | 12 | 10.7121186085591 | 1.28788139144092 |
| 10 | 9 | 11.353411590483 | -2.35341159048299 |
| 11 | 10 | 11.6109497953695 | -1.61094979536947 |
| 12 | 12 | 11.5639715580362 | 0.436028441963817 |
| 13 | 12 | 11.7716743220802 | 0.228325677919847 |
| 14 | 11 | 11.700988502694 | -0.700988502693992 |
| 15 | 15 | 12.5470896052749 | 2.45291039472515 |
| 16 | 12 | 11.1278946678839 | 0.872105332116065 |
| 17 | 10 | 11.1774671449883 | -1.17746714498831 |
| 18 | 12 | 14.1691101038647 | -2.16911010386473 |
| 19 | 11 | 12.880412993185 | -1.88041299318497 |
| 20 | 12 | 11.590181283523 | 0.409818716476978 |
| 21 | 11 | 11.6827541949341 | -0.68275419493413 |
| 22 | 12 | 11.7017343080696 | 0.298265691930387 |
| 23 | 13 | 13.397163444186 | -0.397163444185976 |
| 24 | 11 | 11.7919384702509 | -0.79193847025091 |
| 25 | 12 | 12.2639304476598 | -0.263930447659755 |
| 26 | 13 | 12.3506989355462 | 0.649301064453841 |
| 27 | 10 | 11.887612977589 | -1.88761297758902 |
| 28 | 14 | 11.3153697850913 | 2.68463021490868 |
| 29 | 12 | 11.8695325515092 | 0.130467448490794 |
| 30 | 10 | 10.6015164172884 | -0.601516417288401 |
| 31 | 12 | 11.2213066479889 | 0.778693352011129 |
| 32 | 8 | 9.51546225212576 | -1.51546225212576 |
| 33 | 10 | 10.4885342671809 | -0.48853426718092 |
| 34 | 12 | 11.9364675533284 | 0.0635324466715703 |
| 35 | 12 | 10.6319547238449 | 1.36804527615506 |
| 36 | 7 | 8.44052638355967 | -1.44052638355967 |
| 37 | 9 | 8.49127647150906 | 0.50872352849094 |
| 38 | 12 | 10.6115482676127 | 1.38845173238734 |
| 39 | 10 | 11.7733942510822 | -1.77339425108221 |
| 40 | 10 | 11.7524389748528 | -1.75243897485283 |
| 41 | 10 | 11.6866941013094 | -1.68669410130936 |
| 42 | 12 | 10.6883829908429 | 1.3116170091571 |
| 43 | 15 | 13.712289745388 | 1.28771025461197 |
| 44 | 10 | 10.5409124081636 | -0.540912408163605 |
| 45 | 10 | 10.36553830014 | -0.365538300140014 |
| 46 | 12 | 9.08034349836702 | 2.91965650163298 |
| 47 | 13 | 10.6868141706886 | 2.31318582931142 |
| 48 | 11 | 11.2752636434113 | -0.275263643411349 |
| 49 | 11 | 11.957693043487 | -0.957693043487046 |
| 50 | 12 | 10.6129664607067 | 1.38703353929331 |
| 51 | 14 | 11.9676494507698 | 2.03235054923019 |
| 52 | 10 | 10.5604850292984 | -0.560485029298417 |
| 53 | 12 | 9.59343123041866 | 2.40656876958134 |
| 54 | 13 | 11.7288561841477 | 1.27114381585226 |
| 55 | 5 | 7.91912314111385 | -2.91912314111385 |
| 56 | 6 | 10.6810711279966 | -4.68107112799664 |
| 57 | 12 | 11.7029757292189 | 0.297024270781124 |
| 58 | 12 | 11.8231640043983 | 0.176835995601708 |
| 59 | 11 | 11.3596418520282 | -0.359641852028223 |
| 60 | 10 | 11.7942951175218 | -1.79429511752177 |
| 61 | 7 | 9.37996456258237 | -2.37996456258237 |
| 62 | 12 | 11.8364762951562 | 0.163523704843753 |
| 63 | 14 | 11.9739836588929 | 2.02601634110711 |
| 64 | 11 | 10.6556281993086 | 0.344371800691377 |
| 65 | 12 | 11.5371173047619 | 0.462882695238064 |
| 66 | 13 | 12.3237833215556 | 0.676216678444417 |
| 67 | 14 | 12.6112527732087 | 1.38874722679127 |
| 68 | 11 | 12.5756960492961 | -1.57569604929606 |
| 69 | 12 | 9.40543314972507 | 2.59456685027493 |
| 70 | 12 | 11.6060037690259 | 0.393996230974126 |
| 71 | 8 | 8.12768980802669 | -0.127689808026695 |
| 72 | 11 | 10.4747591688132 | 0.525240831186797 |
| 73 | 14 | 12.9289095711842 | 1.07109042881581 |
| 74 | 14 | 12.8687436752602 | 1.1312563247398 |
| 75 | 12 | 11.4155697527994 | 0.584430247200564 |
| 76 | 9 | 11.9312375894376 | -2.9312375894376 |
| 77 | 13 | 11.5389203714282 | 1.46107962857181 |
| 78 | 11 | 11.3717792255892 | -0.371779225589165 |
| 79 | 12 | 9.89801269345737 | 2.10198730654263 |
| 80 | 12 | 11.1133936624092 | 0.886606337590783 |
| 81 | 12 | 11.7323941180275 | 0.267605881972518 |
| 82 | 12 | 11.5920779123845 | 0.407922087615474 |
| 83 | 12 | 10.9145335697165 | 1.08546643028352 |
| 84 | 11 | 11.01319547961 | -0.0131954796099985 |
| 85 | 10 | 11.4851765787437 | -1.48517657874368 |
| 86 | 9 | 10.5871867752182 | -1.58718677521817 |
| 87 | 12 | 11.5463591640392 | 0.453640835960805 |
| 88 | 12 | 11.433053161024 | 0.566946838975994 |
| 89 | 12 | 11.0448645228715 | 0.955135477128459 |
| 90 | 9 | 9.38995740154885 | -0.389957401548851 |
| 91 | 15 | 11.8629113048325 | 3.13708869516748 |
| 92 | 12 | 11.8429167996414 | 0.157083200358608 |
| 93 | 12 | 10.913492730177 | 1.08650726982303 |
| 94 | 12 | 9.94011030694376 | 2.05988969305624 |
| 95 | 10 | 11.6090961795644 | -1.60909617956438 |
| 96 | 13 | 11.515293767843 | 1.484706232157 |
| 97 | 9 | 11.4990274324862 | -2.49902743248619 |
| 98 | 12 | 11.5490839546412 | 0.450916045358835 |
| 99 | 10 | 10.5823254054931 | -0.582325405493111 |
| 100 | 14 | 11.5726090784445 | 2.42739092155549 |
| 101 | 11 | 11.5552785635279 | -0.555278563527856 |
| 102 | 15 | 13.9024008907913 | 1.09759910920869 |
| 103 | 11 | 10.7665757610058 | 0.233424238994204 |
| 104 | 11 | 11.813686160253 | -0.813686160253048 |
| 105 | 12 | 9.75455582838136 | 2.24544417161864 |
| 106 | 12 | 12.0551914947585 | -0.0551914947584919 |
| 107 | 12 | 11.5931383120822 | 0.406861687917822 |
| 108 | 11 | 11.4752848219902 | -0.475284821990163 |
| 109 | 7 | 9.28729649973635 | -2.28729649973635 |
| 110 | 12 | 11.692155529274 | 0.307844470725987 |
| 111 | 14 | 11.6464897183454 | 2.35351028165459 |
| 112 | 11 | 12.5160460068729 | -1.51604600687293 |
| 113 | 11 | 9.90398823452833 | 1.09601176547167 |
| 114 | 10 | 9.2345726794402 | 0.765427320559802 |
| 115 | 13 | 12.5891544133616 | 0.410845586638389 |
| 116 | 13 | 10.5521313811143 | 2.44786861888571 |
| 117 | 8 | 10.564020496988 | -2.56402049698799 |
| 118 | 11 | 9.933488138311 | 1.066511861689 |
| 119 | 12 | 11.6814978933503 | 0.318502106649674 |
| 120 | 11 | 9.91383597550642 | 1.08616402449358 |
| 121 | 13 | 11.364809009302 | 1.63519099069804 |
| 122 | 12 | 10.1332761289521 | 1.86672387104794 |
| 123 | 14 | 11.6593464716692 | 2.34065352833078 |
| 124 | 13 | 10.827894583437 | 2.17210541656305 |
| 125 | 15 | 11.6616107388027 | 3.33838926119734 |
| 126 | 10 | 10.9236860545057 | -0.923686054505655 |
| 127 | 11 | 12.1159859214027 | -1.11598592140267 |
| 128 | 9 | 10.9966605820264 | -1.99666058202644 |
| 129 | 11 | 9.26088165342704 | 1.73911834657296 |
| 130 | 10 | 11.5869238743829 | -1.58692387438285 |
| 131 | 11 | 8.28448010748881 | 2.71551989251119 |
| 132 | 8 | 11.6075453607879 | -3.60754536078789 |
| 133 | 11 | 9.2222585019663 | 1.7777414980337 |
| 134 | 12 | 10.5241924259147 | 1.47580757408533 |
| 135 | 12 | 10.8716275391025 | 1.12837246089747 |
| 136 | 9 | 9.4195694300199 | -0.4195694300199 |
| 137 | 11 | 10.8813101089362 | 0.118689891063775 |
| 138 | 10 | 8.75189661096158 | 1.24810338903842 |
| 139 | 8 | 9.2242750391345 | -1.2242750391345 |
| 140 | 9 | 8.89511735663089 | 0.104882643369111 |
| 141 | 8 | 11.4365547410843 | -3.43655474108431 |
| 142 | 9 | 11.2402285910018 | -2.24022859100178 |
| 143 | 15 | 12.3033842595153 | 2.69661574048467 |
| 144 | 11 | 11.2199313914137 | -0.219931391413747 |
| 145 | 8 | 8.09108108686958 | -0.0910810868695762 |
| 146 | 13 | 12.4019607801005 | 0.598039219899462 |
| 147 | 12 | 9.85788967870748 | 2.14211032129252 |
| 148 | 12 | 11.5203390489648 | 0.479660951035234 |
| 149 | 9 | 9.83526071086305 | -0.835260710863052 |
| 150 | 7 | 8.39305267570686 | -1.39305267570686 |
| 151 | 13 | 11.0558864873745 | 1.9441135126255 |
| 152 | 9 | 11.7232835620571 | -2.72328356205705 |
| 153 | 6 | 11.7558729307476 | -5.75587293074755 |
| 154 | 8 | 10.6542917406382 | -2.65429174063824 |
| 155 | 8 | 8.10263671157463 | -0.102636711574626 |
| 156 | 15 | 11.8629113048325 | 3.13708869516748 |
| 157 | 6 | 9.99370619100607 | -3.99370619100607 |
| 158 | 9 | 10.9966605820264 | -1.99666058202644 |
| 159 | 11 | 11.5906628073491 | -0.590662807349109 |
| 160 | 8 | 9.66429130209418 | -1.66429130209418 |
| 161 | 8 | 9.86306656283692 | -1.86306656283692 |
| 162 | 10 | 9.37561473609253 | 0.624385263907467 |
| 163 | 8 | 8.94024877087468 | -0.940248770874678 |
| 164 | 14 | 11.7579299695755 | 2.24207003042448 |
| 165 | 10 | 11.0034308666259 | -1.00343086662586 |
| 166 | 8 | 7.88171537499736 | 0.118284625002644 |
| 167 | 11 | 10.2516637774662 | 0.748336222533846 |
| 168 | 12 | 8.38806477477856 | 3.61193522522144 |
| 169 | 12 | 9.93445797479313 | 2.06554202520687 |
| 170 | 12 | 11.6855750783799 | 0.314424921620121 |
| 171 | 5 | 8.80329396891115 | -3.80329396891115 |
| 172 | 12 | 11.3365553434128 | 0.663444656587168 |
| 173 | 10 | 9.13495269094889 | 0.865047309051107 |
| 174 | 7 | 7.09045122278771 | -0.0904512227877075 |
| 175 | 12 | 8.77492407197567 | 3.22507592802433 |
| 176 | 11 | 10.961603909665 | 0.0383960903349525 |
| 177 | 8 | 8.99569886693298 | -0.995698866932983 |
| 178 | 9 | 9.01588422206662 | -0.0158842220666188 |
| 179 | 10 | 10.0529741024761 | -0.052974102476132 |
| 180 | 9 | 9.25595972601251 | -0.255959726012513 |
| 181 | 12 | 11.1989117425405 | 0.801088257459453 |
| 182 | 6 | 8.33710352041481 | -2.33710352041481 |
| 183 | 15 | 13.0203067239008 | 1.97969327609924 |
| 184 | 12 | 10.6728674798829 | 1.32713252011712 |
| 185 | 12 | 6.92699411182159 | 5.07300588817841 |
| 186 | 12 | 11.4866833656801 | 0.513316634319857 |
| 187 | 11 | 11.8673322380433 | -0.867332238043283 |
| 188 | 7 | 8.995452812842 | -1.995452812842 |
| 189 | 7 | 8.34392214298767 | -1.34392214298767 |
| 190 | 5 | 8.54343144175947 | -3.54343144175947 |
| 191 | 12 | 10.368085693212 | 1.63191430678804 |
| 192 | 12 | 11.5192032904065 | 0.480796709593479 |
| 193 | 3 | 9.03159970110272 | -6.03159970110272 |
| 194 | 11 | 11.2811869085998 | -0.281186908599826 |
| 195 | 10 | 9.5667369929435 | 0.433263007056496 |
| 196 | 12 | 10.827649568575 | 1.172350431425 |
| 197 | 9 | 11.2147255772068 | -2.21472557720678 |
| 198 | 12 | 11.5307234823035 | 0.469276517696541 |
| 199 | 9 | 10.1896619480641 | -1.18966194806413 |
| 200 | 12 | 11.4731057915443 | 0.526894208455733 |
| 201 | 12 | 11.2104328424532 | 0.789567157546822 |
| 202 | 10 | 10.2147524563009 | -0.21475245630092 |
| 203 | 9 | 8.47140822618522 | 0.528591773814781 |
| 204 | 12 | 8.83166261016868 | 3.16833738983132 |
| 205 | 8 | 10.7621155583435 | -2.76211555834354 |
| 206 | 11 | 10.8142565028505 | 0.185743497149468 |
| 207 | 11 | 11.4140965512804 | -0.414096551280403 |
| 208 | 12 | 11.1770473444384 | 0.82295265556158 |
| 209 | 10 | 8.41938437277885 | 1.58061562722115 |
| 210 | 10 | 10.7842050896356 | -0.784205089635586 |
| 211 | 12 | 9.02892757387535 | 2.97107242612465 |
| 212 | 12 | 9.36150907291611 | 2.63849092708389 |
| 213 | 11 | 11.0920929427108 | -0.0920929427107798 |
| 214 | 8 | 10.8278237270517 | -2.82782372705167 |
| 215 | 12 | 11.3315095388965 | 0.668490461103505 |
| 216 | 10 | 9.84032379418891 | 0.159676205811091 |
| 217 | 11 | 11.9464372498271 | -0.946437249827079 |
| 218 | 10 | 10.1478579912265 | -0.147857991226482 |
| 219 | 8 | 9.65572977394945 | -1.65572977394945 |
| 220 | 12 | 10.9040969650385 | 1.09590303496153 |
| 221 | 12 | 9.66309968043876 | 2.33690031956124 |
| 222 | 10 | 10.1542195399661 | -0.154219539966089 |
| 223 | 12 | 10.7299825909848 | 1.27001740901524 |
| 224 | 9 | 9.04323692015042 | -0.0432369201504177 |
| 225 | 9 | 9.79407606923288 | -0.794076069232878 |
| 226 | 6 | 7.0328341601303 | -1.0328341601303 |
| 227 | 10 | 9.94429512820754 | 0.0557048717924603 |
| 228 | 9 | 10.2690736583203 | -1.26907365832027 |
| 229 | 9 | 8.47548366807705 | 0.524516331922954 |
| 230 | 9 | 9.14276484104011 | -0.142764841040107 |
| 231 | 6 | 9.47688083679069 | -3.47688083679069 |
| 232 | 10 | 8.10921240397141 | 1.8907875960286 |
| 233 | 6 | 11.1973218795028 | -5.19732187950277 |
| 234 | 14 | 12.1916341224675 | 1.8083658775325 |
| 235 | 10 | 9.5269512521011 | 0.473048747898901 |
| 236 | 10 | 8.39781271908446 | 1.60218728091554 |
| 237 | 6 | 4.41659449468581 | 1.58340550531419 |
| 238 | 12 | 9.11852436336315 | 2.88147563663685 |
| 239 | 12 | 11.3514946916539 | 0.648505308346149 |
| 240 | 7 | 7.81343915013309 | -0.813439150133086 |
| 241 | 8 | 9.29755069029237 | -1.29755069029237 |
| 242 | 11 | 9.00183338624006 | 1.99816661375994 |
| 243 | 3 | 7.77419402782476 | -4.77419402782476 |
| 244 | 6 | 9.56012634912521 | -3.56012634912521 |
| 245 | 10 | 10.5544995008432 | -0.55449950084318 |
| 246 | 8 | 9.21554908808181 | -1.21554908808181 |
| 247 | 9 | 10.2032076494036 | -1.20320764940365 |
| 248 | 9 | 7.57602471401945 | 1.42397528598055 |
| 249 | 8 | 8.72527895601197 | -0.725278956011968 |
| 250 | 9 | 8.70091459451879 | 0.299085405481212 |
| 251 | 7 | 8.55873619249346 | -1.55873619249346 |
| 252 | 7 | 7.97634037118907 | -0.976340371189074 |
| 253 | 6 | 9.03939352453505 | -3.03939352453505 |
| 254 | 9 | 11.220126290562 | -2.22012629056204 |
| 255 | 10 | 8.92118668438442 | 1.07881331561558 |
| 256 | 11 | 10.0857797787543 | 0.914220221245735 |
| 257 | 12 | 11.5350591522013 | 0.464940847798688 |
| 258 | 8 | 10.1035206259485 | -2.1035206259485 |
| 259 | 11 | 9.51525628289975 | 1.48474371710025 |
| 260 | 3 | 4.61008601993585 | -1.61008601993585 |
| 261 | 11 | 10.6699241696374 | 0.330075830362642 |
| 262 | 12 | 8.64532874031968 | 3.35467125968032 |
| 263 | 7 | 8.48765029671496 | -1.48765029671496 |
| 264 | 9 | 10.2163226125085 | -1.21632261250847 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 12 | 0.995288118689806 | 0.00942376262038847 | 0.00471188131019424 |
| 13 | 0.988628934509105 | 0.0227421309817893 | 0.0113710654908946 |
| 14 | 0.987443776447379 | 0.0251124471052416 | 0.0125562235526208 |
| 15 | 0.979137119422649 | 0.0417257611547011 | 0.0208628805773506 |
| 16 | 0.969913688588521 | 0.0601726228229575 | 0.0300863114114788 |
| 17 | 0.950353738541005 | 0.0992925229179898 | 0.0496462614589949 |
| 18 | 0.947033186902762 | 0.105933626194477 | 0.0529668130972384 |
| 19 | 0.934055949411644 | 0.131888101176711 | 0.0659440505883555 |
| 20 | 0.902607665456732 | 0.194784669086536 | 0.097392334543268 |
| 21 | 0.874512146999536 | 0.250975706000928 | 0.125487853000464 |
| 22 | 0.833787475857587 | 0.332425048284826 | 0.166212524142413 |
| 23 | 0.793805485689397 | 0.412389028621206 | 0.206194514310603 |
| 24 | 0.758427284795474 | 0.483145430409052 | 0.241572715204526 |
| 25 | 0.710404302642479 | 0.579191394715042 | 0.289595697357521 |
| 26 | 0.707345393403605 | 0.58530921319279 | 0.292654606596395 |
| 27 | 0.723698454817517 | 0.552603090364967 | 0.276301545182483 |
| 28 | 0.729344371143333 | 0.541311257713335 | 0.270655628856667 |
| 29 | 0.672418123283675 | 0.655163753432651 | 0.327581876716325 |
| 30 | 0.626112960503209 | 0.747774078993582 | 0.373887039496791 |
| 31 | 0.575335392016626 | 0.849329215966748 | 0.424664607983374 |
| 32 | 0.591577054453653 | 0.816845891092695 | 0.408422945546347 |
| 33 | 0.531400268541313 | 0.937199462917374 | 0.468599731458687 |
| 34 | 0.474741500968481 | 0.949483001936962 | 0.525258499031519 |
| 35 | 0.454007174184425 | 0.908014348368851 | 0.545992825815575 |
| 36 | 0.441280654484006 | 0.882561308968013 | 0.558719345515994 |
| 37 | 0.386553531798633 | 0.773107063597266 | 0.613446468201367 |
| 38 | 0.367179838789885 | 0.73435967757977 | 0.632820161210115 |
| 39 | 0.347779026159561 | 0.695558052319122 | 0.652220973840439 |
| 40 | 0.322160539312917 | 0.644321078625835 | 0.677839460687083 |
| 41 | 0.29159362128088 | 0.58318724256176 | 0.70840637871912 |
| 42 | 0.259288938083405 | 0.518577876166811 | 0.740711061916595 |
| 43 | 0.30027596984832 | 0.60055193969664 | 0.69972403015168 |
| 44 | 0.258930340969121 | 0.517860681938243 | 0.741069659030879 |
| 45 | 0.219371119417638 | 0.438742238835276 | 0.780628880582362 |
| 46 | 0.256113419812421 | 0.512226839624841 | 0.743886580187579 |
| 47 | 0.273908788649696 | 0.547817577299393 | 0.726091211350304 |
| 48 | 0.233786040992755 | 0.467572081985509 | 0.766213959007245 |
| 49 | 0.222178124162676 | 0.444356248325352 | 0.777821875837324 |
| 50 | 0.204410331213976 | 0.408820662427952 | 0.795589668786024 |
| 51 | 0.210020642851312 | 0.420041285702624 | 0.789979357148688 |
| 52 | 0.177626832436987 | 0.355253664873974 | 0.822373167563013 |
| 53 | 0.18140328340956 | 0.362806566819121 | 0.81859671659044 |
| 54 | 0.159659132422055 | 0.319318264844109 | 0.840340867577945 |
| 55 | 0.238787584516947 | 0.477575169033894 | 0.761212415483053 |
| 56 | 0.51935326135585 | 0.9612934772883 | 0.48064673864415 |
| 57 | 0.475544606792972 | 0.951089213585944 | 0.524455393207028 |
| 58 | 0.43168114971897 | 0.863362299437939 | 0.56831885028103 |
| 59 | 0.390406715562434 | 0.780813431124868 | 0.609593284437566 |
| 60 | 0.390023868026457 | 0.780047736052915 | 0.609976131973543 |
| 61 | 0.402732744382344 | 0.805465488764687 | 0.597267255617656 |
| 62 | 0.361823982913416 | 0.723647965826833 | 0.638176017086584 |
| 63 | 0.365330932797095 | 0.730661865594189 | 0.634669067202905 |
| 64 | 0.325825420638671 | 0.651650841277342 | 0.674174579361329 |
| 65 | 0.297906167586237 | 0.595812335172473 | 0.702093832413763 |
| 66 | 0.262263968119198 | 0.524527936238395 | 0.737736031880802 |
| 67 | 0.236243319897779 | 0.472486639795558 | 0.763756680102221 |
| 68 | 0.220218747093059 | 0.440437494186118 | 0.779781252906941 |
| 69 | 0.210157155173239 | 0.420314310346478 | 0.789842844826761 |
| 70 | 0.184168062955156 | 0.368336125910312 | 0.815831937044844 |
| 71 | 0.166639911069119 | 0.333279822138239 | 0.833360088930881 |
| 72 | 0.143212184315185 | 0.28642436863037 | 0.856787815684815 |
| 73 | 0.122692289181044 | 0.245384578362088 | 0.877307710818956 |
| 74 | 0.104733316801334 | 0.209466633602669 | 0.895266683198666 |
| 75 | 0.0925377347952412 | 0.185075469590482 | 0.907462265204759 |
| 76 | 0.119420079529925 | 0.23884015905985 | 0.880579920470075 |
| 77 | 0.106752911084441 | 0.213505822168883 | 0.893247088915559 |
| 78 | 0.0894104540415977 | 0.178820908083195 | 0.910589545958402 |
| 79 | 0.0920633919811081 | 0.184126783962216 | 0.907936608018892 |
| 80 | 0.0844598562603397 | 0.168919712520679 | 0.91554014373966 |
| 81 | 0.0709458865600172 | 0.141891773120034 | 0.929054113439983 |
| 82 | 0.0593240962425258 | 0.118648192485052 | 0.940675903757474 |
| 83 | 0.0503986757839761 | 0.100797351567952 | 0.949601324216024 |
| 84 | 0.0415890400562383 | 0.0831780801124765 | 0.958410959943762 |
| 85 | 0.0395700708182205 | 0.079140141636441 | 0.960429929181779 |
| 86 | 0.0463917090938471 | 0.0927834181876941 | 0.953608290906153 |
| 87 | 0.037641260355422 | 0.075282520710844 | 0.962358739644578 |
| 88 | 0.0305836600345207 | 0.0611673200690413 | 0.969416339965479 |
| 89 | 0.0256633281396917 | 0.0513266562793834 | 0.974336671860308 |
| 90 | 0.0218077305123809 | 0.0436154610247618 | 0.978192269487619 |
| 91 | 0.0335801367720637 | 0.0671602735441275 | 0.966419863227936 |
| 92 | 0.0281096192307194 | 0.0562192384614388 | 0.971890380769281 |
| 93 | 0.0250089139565543 | 0.0500178279131087 | 0.974991086043446 |
| 94 | 0.0255604807196342 | 0.0511209614392684 | 0.974439519280366 |
| 95 | 0.0266126061005977 | 0.0532252122011955 | 0.973387393899402 |
| 96 | 0.0235413952888168 | 0.0470827905776336 | 0.976458604711183 |
| 97 | 0.0303557705589577 | 0.0607115411179155 | 0.969644229441042 |
| 98 | 0.0245116053362764 | 0.0490232106725528 | 0.975488394663724 |
| 99 | 0.0210985790874107 | 0.0421971581748214 | 0.978901420912589 |
| 100 | 0.0237016875046448 | 0.0474033750092895 | 0.976298312495355 |
| 101 | 0.0198476513586187 | 0.0396953027172375 | 0.980152348641381 |
| 102 | 0.0166953168191297 | 0.0333906336382595 | 0.98330468318087 |
| 103 | 0.0131734679412259 | 0.0263469358824518 | 0.986826532058774 |
| 104 | 0.0118109874402625 | 0.0236219748805251 | 0.988189012559737 |
| 105 | 0.0126201806063435 | 0.0252403612126869 | 0.987379819393656 |
| 106 | 0.00991913050989003 | 0.0198382610197801 | 0.99008086949011 |
| 107 | 0.00779308517951361 | 0.0155861703590272 | 0.992206914820486 |
| 108 | 0.00650445734797311 | 0.0130089146959462 | 0.993495542652027 |
| 109 | 0.00946583351091279 | 0.0189316670218256 | 0.990534166489087 |
| 110 | 0.00736710582505911 | 0.0147342116501182 | 0.992632894174941 |
| 111 | 0.00819794100745076 | 0.0163958820149015 | 0.991802058992549 |
| 112 | 0.00869917158852494 | 0.0173983431770499 | 0.991300828411475 |
| 113 | 0.00710026757953303 | 0.0142005351590661 | 0.992899732420467 |
| 114 | 0.00567064694190509 | 0.0113412938838102 | 0.994329353058095 |
| 115 | 0.00438891054796787 | 0.00877782109593573 | 0.995611089452032 |
| 116 | 0.00498620655266115 | 0.0099724131053223 | 0.995013793447339 |
| 117 | 0.00744911878321684 | 0.0148982375664337 | 0.992550881216783 |
| 118 | 0.00615454690737879 | 0.0123090938147576 | 0.993845453092621 |
| 119 | 0.00476210207699847 | 0.00952420415399694 | 0.995237897923002 |
| 120 | 0.00395661155959598 | 0.00791322311919196 | 0.996043388440404 |
| 121 | 0.00372520676615028 | 0.00745041353230057 | 0.99627479323385 |
| 122 | 0.00370095605816002 | 0.00740191211632003 | 0.99629904394184 |
| 123 | 0.00429138941897785 | 0.0085827788379557 | 0.995708610581022 |
| 124 | 0.00477036532466363 | 0.00954073064932726 | 0.995229634675336 |
| 125 | 0.00856854135290185 | 0.0171370827058037 | 0.991431458647098 |
| 126 | 0.00723709457657062 | 0.0144741891531412 | 0.992762905423429 |
| 127 | 0.00629418978432618 | 0.0125883795686524 | 0.993705810215674 |
| 128 | 0.00669799844373826 | 0.0133959968874765 | 0.993302001556262 |
| 129 | 0.0066122347823135 | 0.013224469564627 | 0.993387765217686 |
| 130 | 0.00670405367913918 | 0.0134081073582784 | 0.993295946320861 |
| 131 | 0.00885380501746191 | 0.0177076100349238 | 0.991146194982538 |
| 132 | 0.017741414327894 | 0.0354828286557879 | 0.982258585672106 |
| 133 | 0.0177392062890015 | 0.0354784125780029 | 0.982260793710999 |
| 134 | 0.0169990566568052 | 0.0339981133136103 | 0.983000943343195 |
| 135 | 0.0150509482674642 | 0.0301018965349285 | 0.984949051732536 |
| 136 | 0.012361421734509 | 0.024722843469018 | 0.987638578265491 |
| 137 | 0.00998988482123335 | 0.0199797696424667 | 0.990010115178767 |
| 138 | 0.00959593366957735 | 0.0191918673391547 | 0.990404066330423 |
| 139 | 0.0086053437443821 | 0.0172106874887642 | 0.991394656255618 |
| 140 | 0.00737129010469848 | 0.014742580209397 | 0.992628709895301 |
| 141 | 0.0130352017618473 | 0.0260704035236947 | 0.986964798238153 |
| 142 | 0.0147059698198768 | 0.0294119396397535 | 0.985294030180123 |
| 143 | 0.0212886323734949 | 0.0425772647469898 | 0.978711367626505 |
| 144 | 0.0171746896012611 | 0.0343493792025221 | 0.982825310398739 |
| 145 | 0.0137532561553612 | 0.0275065123107224 | 0.986246743844639 |
| 146 | 0.0116435125632031 | 0.0232870251264062 | 0.988356487436797 |
| 147 | 0.0148745386308814 | 0.0297490772617628 | 0.985125461369119 |
| 148 | 0.0132105567703702 | 0.0264211135407404 | 0.98678944322963 |
| 149 | 0.0111897363705315 | 0.022379472741063 | 0.988810263629468 |
| 150 | 0.00986658443602918 | 0.0197331688720584 | 0.990133415563971 |
| 151 | 0.0122080322854944 | 0.0244160645709889 | 0.987791967714506 |
| 152 | 0.01443035555285 | 0.0288607111057001 | 0.98556964444715 |
| 153 | 0.0649671184393331 | 0.129934236878666 | 0.935032881560667 |
| 154 | 0.0651103657359361 | 0.130220731471872 | 0.934889634264064 |
| 155 | 0.0559834681909588 | 0.111966936381918 | 0.944016531809041 |
| 156 | 0.106070044386442 | 0.212140088772883 | 0.893929955613558 |
| 157 | 0.147699771547064 | 0.295399543094128 | 0.852300228452936 |
| 158 | 0.138783287080754 | 0.277566574161509 | 0.861216712919246 |
| 159 | 0.124655039168219 | 0.249310078336438 | 0.875344960831781 |
| 160 | 0.114722412640292 | 0.229444825280584 | 0.885277587359708 |
| 161 | 0.104785642260611 | 0.209571284521222 | 0.895214357739389 |
| 162 | 0.0907904227594021 | 0.181580845518804 | 0.909209577240598 |
| 163 | 0.0816335094830232 | 0.163267018966046 | 0.918366490516977 |
| 164 | 0.0865014939422797 | 0.173002987884559 | 0.91349850605772 |
| 165 | 0.0782756824725361 | 0.156551364945072 | 0.921724317527464 |
| 166 | 0.066428788206613 | 0.132857576413226 | 0.933571211793387 |
| 167 | 0.056390556360906 | 0.112781112721812 | 0.943609443639094 |
| 168 | 0.0935370633619949 | 0.18707412672399 | 0.906462936638005 |
| 169 | 0.0943922261646138 | 0.188784452329228 | 0.905607773835386 |
| 170 | 0.0820052629700477 | 0.164010525940095 | 0.917994737029952 |
| 171 | 0.14374043010198 | 0.28748086020396 | 0.85625956989802 |
| 172 | 0.124507842456777 | 0.249015684913555 | 0.875492157543223 |
| 173 | 0.10939988767145 | 0.218799775342901 | 0.89060011232855 |
| 174 | 0.0937826794435983 | 0.187565358887197 | 0.906217320556402 |
| 175 | 0.129414736923531 | 0.258829473847063 | 0.870585263076469 |
| 176 | 0.111975806793259 | 0.223951613586519 | 0.888024193206741 |
| 177 | 0.100498109350785 | 0.20099621870157 | 0.899501890649215 |
| 178 | 0.0859302701469311 | 0.171860540293862 | 0.914069729853069 |
| 179 | 0.0723298952567183 | 0.144659790513437 | 0.927670104743282 |
| 180 | 0.0604500412703566 | 0.120900082540713 | 0.939549958729643 |
| 181 | 0.050370530668527 | 0.100741061337054 | 0.949629469331473 |
| 182 | 0.0572312587713407 | 0.114462517542681 | 0.942768741228659 |
| 183 | 0.0574361523301228 | 0.114872304660246 | 0.942563847669877 |
| 184 | 0.0531562153717696 | 0.106312430743539 | 0.94684378462823 |
| 185 | 0.215285124496451 | 0.430570248992903 | 0.784714875503549 |
| 186 | 0.197781732920076 | 0.395563465840151 | 0.802218267079924 |
| 187 | 0.176640088709833 | 0.353280177419665 | 0.823359911290167 |
| 188 | 0.175793968428808 | 0.351587936857616 | 0.824206031571192 |
| 189 | 0.162464375043896 | 0.324928750087791 | 0.837535624956104 |
| 190 | 0.240843875147106 | 0.481687750294212 | 0.759156124852894 |
| 191 | 0.245853260343731 | 0.491706520687462 | 0.754146739656269 |
| 192 | 0.216573598462715 | 0.433147196925429 | 0.783426401537285 |
| 193 | 0.580722911115279 | 0.838554177769443 | 0.419277088884721 |
| 194 | 0.548982205241846 | 0.902035589516307 | 0.451017794758154 |
| 195 | 0.511899023498633 | 0.976201953002733 | 0.488100976501367 |
| 196 | 0.480157965204042 | 0.960315930408085 | 0.519842034795958 |
| 197 | 0.49211052931417 | 0.98422105862834 | 0.50788947068583 |
| 198 | 0.456077705917251 | 0.912155411834501 | 0.54392229408275 |
| 199 | 0.428647641040002 | 0.857295282080003 | 0.571352358959998 |
| 200 | 0.429815636506021 | 0.859631273012041 | 0.570184363493979 |
| 201 | 0.40418818257013 | 0.80837636514026 | 0.59581181742987 |
| 202 | 0.382750819978739 | 0.765501639957479 | 0.617249180021261 |
| 203 | 0.361352390278723 | 0.722704780557447 | 0.638647609721277 |
| 204 | 0.414483040744256 | 0.828966081488512 | 0.585516959255744 |
| 205 | 0.4443795478849 | 0.888759095769799 | 0.5556204521151 |
| 206 | 0.401835197126083 | 0.803670394252167 | 0.598164802873917 |
| 207 | 0.361709479281962 | 0.723418958563924 | 0.638290520718038 |
| 208 | 0.323588293233804 | 0.647176586467609 | 0.676411706766196 |
| 209 | 0.306288631361319 | 0.612577262722637 | 0.693711368638681 |
| 210 | 0.269288549536969 | 0.538577099073938 | 0.730711450463031 |
| 211 | 0.333280824197104 | 0.666561648394208 | 0.666719175802896 |
| 212 | 0.350849699984231 | 0.701699399968461 | 0.649150300015769 |
| 213 | 0.309713533146379 | 0.619427066292758 | 0.690286466853621 |
| 214 | 0.327624922130355 | 0.655249844260709 | 0.672375077869645 |
| 215 | 0.293004219280931 | 0.586008438561862 | 0.706995780719069 |
| 216 | 0.257811752653715 | 0.515623505307431 | 0.742188247346285 |
| 217 | 0.223142736581605 | 0.44628547316321 | 0.776857263418395 |
| 218 | 0.188551104794344 | 0.377102209588689 | 0.811448895205656 |
| 219 | 0.186130097396206 | 0.372260194792412 | 0.813869902603794 |
| 220 | 0.164180990495612 | 0.328361980991224 | 0.835819009504388 |
| 221 | 0.20346646496819 | 0.406932929936381 | 0.79653353503181 |
| 222 | 0.169860603968477 | 0.339721207936953 | 0.830139396031523 |
| 223 | 0.162483953487391 | 0.324967906974781 | 0.837516046512609 |
| 224 | 0.139149791228844 | 0.278299582457687 | 0.860850208771156 |
| 225 | 0.113435175711554 | 0.226870351423108 | 0.886564824288446 |
| 226 | 0.0914340324312998 | 0.1828680648626 | 0.9085659675687 |
| 227 | 0.0724413733960589 | 0.144882746792118 | 0.927558626603941 |
| 228 | 0.0570516591073127 | 0.114103318214625 | 0.942948340892687 |
| 229 | 0.0429708784227776 | 0.0859417568455552 | 0.957029121577222 |
| 230 | 0.0322177348764323 | 0.0644354697528646 | 0.967782265123568 |
| 231 | 0.0470098740916846 | 0.0940197481833693 | 0.952990125908315 |
| 232 | 0.0579239911248084 | 0.115847982249617 | 0.942076008875192 |
| 233 | 0.225139617257677 | 0.450279234515353 | 0.774860382742323 |
| 234 | 0.198299431703811 | 0.396598863407623 | 0.801700568296189 |
| 235 | 0.158049871961395 | 0.31609974392279 | 0.841950128038605 |
| 236 | 0.156670804663329 | 0.313341609326658 | 0.843329195336671 |
| 237 | 0.188508404006326 | 0.377016808012653 | 0.811491595993674 |
| 238 | 0.203717563764738 | 0.407435127529477 | 0.796282436235262 |
| 239 | 0.194767188434928 | 0.389534376869857 | 0.805232811565072 |
| 240 | 0.154996905879009 | 0.309993811758018 | 0.845003094120991 |
| 241 | 0.122273697449644 | 0.244547394899287 | 0.877726302550356 |
| 242 | 0.154417277281361 | 0.308834554562723 | 0.845582722718639 |
| 243 | 0.405514984195934 | 0.811029968391868 | 0.594485015804066 |
| 244 | 0.596306813316905 | 0.807386373366189 | 0.403693186683095 |
| 245 | 0.512311836007477 | 0.975376327985045 | 0.487688163992523 |
| 246 | 0.437211637714145 | 0.874423275428289 | 0.562788362285855 |
| 247 | 0.359998504543947 | 0.719997009087894 | 0.640001495456053 |
| 248 | 0.295332147919256 | 0.590664295838512 | 0.704667852080744 |
| 249 | 0.21151419965062 | 0.42302839930124 | 0.78848580034938 |
| 250 | 0.160220574223609 | 0.320441148447217 | 0.839779425776391 |
| 251 | 0.237560797293687 | 0.475121594587375 | 0.762439202706313 |
| 252 | 0.410921365818113 | 0.821842731636225 | 0.589078634181887 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 9 | 0.037344398340249 | NOK |
| 5% type I error level | 61 | 0.253112033195021 | NOK |
| 10% type I error level | 78 | 0.323651452282158 | NOK |
