| Multiple Linear Regression - Estimated Regression Equation |
| Learning[t] = + 122.885849292047 -0.0585642533804576jaar[t] + 0.105572049440286Connected[t] -0.0137483003179505Separate[t] + 0.529844608156627Software[t] + 0.0522284083671098Happiness[t] -0.0636799587374268Depression[t] + 0.0426747922407322Belonging[t] -0.057003635801138Belonging_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) | 122.885849292047 | 89.722443 | 1.3696 | 0.172812 | 0.086406 |
| jaar | -0.0585642533804576 | 0.044748 | -1.3088 | 0.192579 | 0.09629 |
| Connected | 0.105572049440286 | 0.047228 | 2.2353 | 0.026842 | 0.013421 |
| Separate | -0.0137483003179505 | 0.045019 | -0.3054 | 0.760485 | 0.380243 |
| Software | 0.529844608156627 | 0.069476 | 7.6263 | 0 | 0 |
| Happiness | 0.0522284083671098 | 0.076419 | 0.6834 | 0.495358 | 0.247679 |
| Depression | -0.0636799587374268 | 0.0565 | -1.1271 | 0.261476 | 0.130738 |
| Belonging | 0.0426747922407322 | 0.044741 | 0.9538 | 0.341678 | 0.170839 |
| Belonging_Final | -0.057003635801138 | 0.063914 | -0.8919 | 0.373861 | 0.18693 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.603184919776016 |
| R-squared | 0.363832047445199 |
| Adjusted R-squared | 0.330568363651484 |
| F-TEST (value) | 10.9378158384834 |
| F-TEST (DF numerator) | 8 |
| F-TEST (DF denominator) | 153 |
| p-value | 3.90865118049533e-12 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 1.8460457572347 |
| Sum Squared Residuals | 521.406395484051 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 13 | 16.3261822993945 | -3.32618229939451 |
| 2 | 16 | 16.2654760501931 | -0.265476050193111 |
| 3 | 19 | 16.4963592795167 | 2.50364072048326 |
| 4 | 15 | 12.1400932100671 | 2.85990678993288 |
| 5 | 14 | 15.8455773702051 | -1.84557737020506 |
| 6 | 13 | 15.1775243917705 | -2.17752439177046 |
| 7 | 19 | 15.2894585363593 | 3.71054146364068 |
| 8 | 15 | 16.9212013108792 | -1.9212013108792 |
| 9 | 14 | 16.1742786506292 | -2.17427865062917 |
| 10 | 15 | 12.8398405868427 | 2.16015941315725 |
| 11 | 16 | 15.4705429692016 | 0.529457030798384 |
| 12 | 16 | 16.3548482866894 | -0.354848286689419 |
| 13 | 16 | 15.6781682757053 | 0.321831724294656 |
| 14 | 16 | 15.4893973946755 | 0.510602605324498 |
| 15 | 17 | 17.6164639105836 | -0.616463910583573 |
| 16 | 15 | 15.2442106031652 | -0.244210603165172 |
| 17 | 15 | 14.8329966308132 | 0.167003369186779 |
| 18 | 20 | 16.4108048223322 | 3.58919517766777 |
| 19 | 18 | 15.6103792488892 | 2.38962075111079 |
| 20 | 16 | 15.383420886714 | 0.616579113285963 |
| 21 | 16 | 15.4254194985591 | 0.57458050144086 |
| 22 | 16 | 14.9801687652577 | 1.01983123474232 |
| 23 | 19 | 16.5719897117294 | 2.42801028827061 |
| 24 | 16 | 14.9129264032855 | 1.08707359671455 |
| 25 | 17 | 15.0379905363312 | 1.96200946366885 |
| 26 | 17 | 17.1070151439375 | -0.107015143937504 |
| 27 | 16 | 15.1853662332684 | 0.81463376673158 |
| 28 | 15 | 16.245628083768 | -1.24562808376798 |
| 29 | 16 | 15.6839099301965 | 0.316090069803486 |
| 30 | 14 | 14.1721400097456 | -0.172140009745617 |
| 31 | 15 | 15.7694705762369 | -0.76947057623685 |
| 32 | 12 | 12.4365593416107 | -0.436559341610674 |
| 33 | 14 | 15.2484658898814 | -1.24846588988138 |
| 34 | 16 | 15.6685446858114 | 0.331455314188569 |
| 35 | 14 | 15.8424901694015 | -1.84249016940145 |
| 36 | 7 | 13.1217030908808 | -6.12170309088078 |
| 37 | 10 | 11.2305076843024 | -1.23050768430241 |
| 38 | 14 | 15.9432697219094 | -1.94326972190938 |
| 39 | 16 | 14.4462525481593 | 1.55374745184066 |
| 40 | 16 | 14.7140013548357 | 1.28599864516431 |
| 41 | 16 | 15.1493935833061 | 0.850606416693896 |
| 42 | 14 | 15.7121253937024 | -1.71212539370239 |
| 43 | 20 | 17.8506448254331 | 2.14935517456693 |
| 44 | 14 | 14.3086216372389 | -0.308621637238939 |
| 45 | 14 | 14.9835506376418 | -0.983550637641762 |
| 46 | 11 | 15.7331738558087 | -4.73317385580866 |
| 47 | 14 | 16.4781954964263 | -2.4781954964263 |
| 48 | 15 | 15.0877646320304 | -0.0877646320304247 |
| 49 | 16 | 15.3845643118278 | 0.615435688172186 |
| 50 | 14 | 16.1255129070913 | -2.1255129070913 |
| 51 | 16 | 16.6186244677728 | -0.618624467772833 |
| 52 | 14 | 14.2646963680069 | -0.264696368006893 |
| 53 | 12 | 14.8134831083753 | -2.81348310837529 |
| 54 | 16 | 15.2369710426886 | 0.763028957311424 |
| 55 | 9 | 11.6733109069271 | -2.67331090692708 |
| 56 | 14 | 12.751753333966 | 1.24824666603395 |
| 57 | 16 | 16.131674617901 | -0.131674617900974 |
| 58 | 16 | 15.150732911799 | 0.849267088201004 |
| 59 | 15 | 15.4166480323333 | -0.416648032333259 |
| 60 | 16 | 14.2567317555226 | 1.74326824447737 |
| 61 | 12 | 11.5960825843235 | 0.403917415676484 |
| 62 | 16 | 16.061121678819 | -0.0611216788189822 |
| 63 | 16 | 16.5803175803189 | -0.58031758031892 |
| 64 | 14 | 14.4345740103523 | -0.434574010352282 |
| 65 | 16 | 15.4233786480853 | 0.576621351914705 |
| 66 | 17 | 16.0400098048546 | 0.95999019514536 |
| 67 | 18 | 16.1160858248873 | 1.88391417511274 |
| 68 | 18 | 14.7294614898598 | 3.27053851014023 |
| 69 | 12 | 15.8679948902056 | -3.86799489020562 |
| 70 | 16 | 15.4513058449007 | 0.548694155099264 |
| 71 | 10 | 13.4744865551996 | -3.47448655519962 |
| 72 | 14 | 14.346884026894 | -0.346884026893954 |
| 73 | 18 | 16.6116820619572 | 1.38831793804281 |
| 74 | 18 | 17.141445114815 | 0.85855488518497 |
| 75 | 16 | 15.7538926553199 | 0.246107344680106 |
| 76 | 17 | 13.9756105656693 | 3.02438943433072 |
| 77 | 16 | 16.3461024838492 | -0.346102483849176 |
| 78 | 16 | 14.4888750246628 | 1.51112497533725 |
| 79 | 13 | 14.914851418384 | -1.91485141838403 |
| 80 | 16 | 15.886786762513 | 0.113213237487014 |
| 81 | 16 | 15.5851190483727 | 0.414880951627293 |
| 82 | 20 | 16.626921439659 | 3.37307856034104 |
| 83 | 16 | 15.6254800622855 | 0.374519937714537 |
| 84 | 15 | 15.9521627506764 | -0.952162750676407 |
| 85 | 15 | 14.7288027585914 | 0.271197241408582 |
| 86 | 16 | 14.2722297875246 | 1.72777021247536 |
| 87 | 14 | 14.2411451195138 | -0.241145119513763 |
| 88 | 16 | 15.2979739027013 | 0.7020260972987 |
| 89 | 16 | 14.5328248595959 | 1.46717514040408 |
| 90 | 15 | 14.2949949135148 | 0.705005086485191 |
| 91 | 12 | 13.5054892708372 | -1.50548927083723 |
| 92 | 17 | 16.8613630301478 | 0.138636969852191 |
| 93 | 16 | 15.5148121437072 | 0.485187856292791 |
| 94 | 15 | 15.2966022632791 | -0.296602263279128 |
| 95 | 13 | 15.1316506975816 | -2.13165069758161 |
| 96 | 16 | 15.1381974401274 | 0.861802559872582 |
| 97 | 16 | 15.7616138674356 | 0.2383861325644 |
| 98 | 16 | 14.1220033703849 | 1.87799662961515 |
| 99 | 16 | 16.0521387230027 | -0.052138723002704 |
| 100 | 14 | 14.2969491112539 | -0.296949111253939 |
| 101 | 16 | 17.2112202930575 | -1.21122029305752 |
| 102 | 16 | 14.758616548483 | 1.241383451517 |
| 103 | 20 | 17.3216318557323 | 2.67836814426771 |
| 104 | 15 | 14.4654531505455 | 0.534546849454467 |
| 105 | 16 | 14.5800618563935 | 1.4199381436065 |
| 106 | 13 | 15.3133376866016 | -2.31333768660162 |
| 107 | 17 | 15.9353637383554 | 1.06463626164459 |
| 108 | 16 | 15.8410990653511 | 0.158900934648889 |
| 109 | 16 | 14.4269259647052 | 1.57307403529479 |
| 110 | 12 | 12.2068067167758 | -0.206806716775765 |
| 111 | 16 | 14.9447445870333 | 1.05525541296666 |
| 112 | 16 | 15.7947804019788 | 0.205219598021208 |
| 113 | 17 | 14.5304159736473 | 2.46958402635274 |
| 114 | 13 | 14.8123313128217 | -1.81233131282172 |
| 115 | 12 | 14.7660633775362 | -2.76606337753615 |
| 116 | 18 | 16.4907230109831 | 1.50927698901694 |
| 117 | 14 | 15.3737511233137 | -1.37375112331371 |
| 118 | 14 | 12.9495367727475 | 1.05046322725251 |
| 119 | 13 | 14.8282923636781 | -1.82829236367809 |
| 120 | 16 | 15.6452925379342 | 0.354707462065781 |
| 121 | 13 | 14.1871700324827 | -1.18717003248267 |
| 122 | 16 | 15.5391330924478 | 0.460866907552187 |
| 123 | 13 | 15.8667604704771 | -2.86676047047713 |
| 124 | 16 | 16.8699189653588 | -0.869918965358778 |
| 125 | 15 | 15.8089672803345 | -0.808967280334458 |
| 126 | 16 | 16.6676004622391 | -0.667600462239136 |
| 127 | 15 | 15.2900492552159 | -0.290049255215914 |
| 128 | 17 | 16.0683994088343 | 0.931600591165732 |
| 129 | 15 | 13.7151302311034 | 1.28486976889661 |
| 130 | 12 | 14.8198944883514 | -2.81989448835143 |
| 131 | 16 | 14.0675693119761 | 1.93243068802388 |
| 132 | 10 | 13.3074740709829 | -3.30747407098289 |
| 133 | 16 | 13.9936342756248 | 2.00636572437516 |
| 134 | 12 | 13.8184940738276 | -1.81849407382756 |
| 135 | 14 | 15.5271639654155 | -1.52716396541549 |
| 136 | 15 | 14.9902797992858 | 0.00972020071423856 |
| 137 | 13 | 12.1270484887098 | 0.872951511290203 |
| 138 | 15 | 14.2422873592259 | 0.757712640774068 |
| 139 | 11 | 13.0210617311734 | -2.02106173117335 |
| 140 | 12 | 13.1720242329367 | -1.17202423293669 |
| 141 | 8 | 13.2540658929451 | -5.25406589294509 |
| 142 | 16 | 12.8912655715539 | 3.1087344284461 |
| 143 | 15 | 13.2616529770488 | 1.73834702295116 |
| 144 | 17 | 16.4212177392905 | 0.578782260709528 |
| 145 | 16 | 14.6395716887281 | 1.36042831127186 |
| 146 | 10 | 14.0051730584603 | -4.00517305846032 |
| 147 | 18 | 15.7023897335351 | 2.29761026646488 |
| 148 | 13 | 14.9765126660636 | -1.97651266606363 |
| 149 | 16 | 14.9866470929361 | 1.01335290706392 |
| 150 | 13 | 12.9486066369869 | 0.0513933630130955 |
| 151 | 10 | 12.975261839401 | -2.97526183940098 |
| 152 | 15 | 16.2150023293118 | -1.21500232931175 |
| 153 | 16 | 13.9040475727267 | 2.09595242727328 |
| 154 | 16 | 11.8780478725358 | 4.12195212746423 |
| 155 | 14 | 12.3330129132544 | 1.6669870867456 |
| 156 | 10 | 12.363751351291 | -2.36375135129104 |
| 157 | 17 | 16.5685417632455 | 0.431458236754478 |
| 158 | 13 | 11.4949044831891 | 1.50509551681088 |
| 159 | 15 | 13.5980017243425 | 1.40199827565752 |
| 160 | 16 | 14.8742773069645 | 1.12572269303551 |
| 161 | 12 | 12.4640100814574 | -0.464010081457368 |
| 162 | 13 | 12.4288868654555 | 0.571113134544478 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 12 | 0.762383221816735 | 0.475233556366531 | 0.237616778183265 |
| 13 | 0.625818658886833 | 0.748362682226334 | 0.374181341113167 |
| 14 | 0.483185718746271 | 0.966371437492542 | 0.516814281253729 |
| 15 | 0.371276812127177 | 0.742553624254353 | 0.628723187872824 |
| 16 | 0.343382703734266 | 0.686765407468533 | 0.656617296265734 |
| 17 | 0.249940422639971 | 0.499880845279943 | 0.750059577360029 |
| 18 | 0.333434546310659 | 0.666869092621318 | 0.666565453689341 |
| 19 | 0.279338198998317 | 0.558676397996634 | 0.720661801001683 |
| 20 | 0.216526568197909 | 0.433053136395817 | 0.783473431802091 |
| 21 | 0.170734662636511 | 0.341469325273022 | 0.829265337363489 |
| 22 | 0.191445218513167 | 0.382890437026333 | 0.808554781486833 |
| 23 | 0.316213260627939 | 0.632426521255878 | 0.683786739372061 |
| 24 | 0.384241618505917 | 0.768483237011834 | 0.615758381494083 |
| 25 | 0.335304846636942 | 0.670609693273883 | 0.664695153363058 |
| 26 | 0.275909628586657 | 0.551819257173314 | 0.724090371413343 |
| 27 | 0.233785934733933 | 0.467571869467865 | 0.766214065266067 |
| 28 | 0.379993485079162 | 0.759986970158325 | 0.620006514920838 |
| 29 | 0.326583193596312 | 0.653166387192625 | 0.673416806403688 |
| 30 | 0.463198238396547 | 0.926396476793095 | 0.536801761603453 |
| 31 | 0.412922367696631 | 0.825844735393262 | 0.587077632303369 |
| 32 | 0.371482443364361 | 0.742964886728723 | 0.628517556635639 |
| 33 | 0.357420470624208 | 0.714840941248417 | 0.642579529375792 |
| 34 | 0.325189061324914 | 0.650378122649827 | 0.674810938675086 |
| 35 | 0.27998507446958 | 0.559970148939161 | 0.720014925530419 |
| 36 | 0.84269711187644 | 0.31460577624712 | 0.15730288812356 |
| 37 | 0.81591984066583 | 0.368160318668341 | 0.18408015933417 |
| 38 | 0.802160208690045 | 0.395679582619909 | 0.197839791309955 |
| 39 | 0.82678084082372 | 0.34643831835256 | 0.17321915917628 |
| 40 | 0.816597655803826 | 0.366804688392348 | 0.183402344196174 |
| 41 | 0.787501172956275 | 0.42499765408745 | 0.212498827043725 |
| 42 | 0.760636809777157 | 0.478726380445685 | 0.239363190222843 |
| 43 | 0.788131433574923 | 0.423737132850154 | 0.211868566425077 |
| 44 | 0.746848611301302 | 0.506302777397396 | 0.253151388698698 |
| 45 | 0.717956948426108 | 0.564086103147783 | 0.282043051573892 |
| 46 | 0.868651304043659 | 0.262697391912682 | 0.131348695956341 |
| 47 | 0.898159811532977 | 0.203680376934045 | 0.101840188467023 |
| 48 | 0.875105758941518 | 0.249788482116964 | 0.124894241058482 |
| 49 | 0.866994183043523 | 0.266011633912953 | 0.133005816956477 |
| 50 | 0.862479197629978 | 0.275041604740044 | 0.137520802370022 |
| 51 | 0.834348637168554 | 0.331302725662892 | 0.165651362831446 |
| 52 | 0.802985287396207 | 0.394029425207587 | 0.197014712603793 |
| 53 | 0.81251655770281 | 0.374966884594379 | 0.18748344229719 |
| 54 | 0.782554430949026 | 0.434891138101947 | 0.217445569050974 |
| 55 | 0.799670094283172 | 0.400659811433657 | 0.200329905716828 |
| 56 | 0.780826149479719 | 0.438347701040563 | 0.219173850520281 |
| 57 | 0.743489071416137 | 0.513021857167726 | 0.256510928583863 |
| 58 | 0.728884042718837 | 0.542231914562326 | 0.271115957281163 |
| 59 | 0.698227997394342 | 0.603544005211316 | 0.301772002605658 |
| 60 | 0.702994063858812 | 0.594011872282377 | 0.297005936141188 |
| 61 | 0.667867676505612 | 0.664264646988775 | 0.332132323494388 |
| 62 | 0.631352624185475 | 0.737294751629049 | 0.368647375814525 |
| 63 | 0.598451943600665 | 0.80309611279867 | 0.401548056399335 |
| 64 | 0.554542264383274 | 0.890915471233451 | 0.445457735616726 |
| 65 | 0.516441918075948 | 0.967116163848105 | 0.483558081924052 |
| 66 | 0.488738478121076 | 0.977476956242151 | 0.511261521878924 |
| 67 | 0.487125644605274 | 0.974251289210548 | 0.512874355394726 |
| 68 | 0.632316332455199 | 0.735367335089601 | 0.367683667544801 |
| 69 | 0.742179374112265 | 0.515641251775471 | 0.257820625887735 |
| 70 | 0.709441633440409 | 0.581116733119183 | 0.290558366559591 |
| 71 | 0.814539343603111 | 0.370921312793777 | 0.185460656396889 |
| 72 | 0.784176928563168 | 0.431646142873665 | 0.215823071436832 |
| 73 | 0.777943607480901 | 0.444112785038198 | 0.222056392519099 |
| 74 | 0.761218172844085 | 0.47756365431183 | 0.238781827155915 |
| 75 | 0.723706058740707 | 0.552587882518587 | 0.276293941259293 |
| 76 | 0.763022054865736 | 0.473955890268528 | 0.236977945134264 |
| 77 | 0.725979026062426 | 0.548041947875148 | 0.274020973937574 |
| 78 | 0.705762626286624 | 0.588474747426753 | 0.294237373713376 |
| 79 | 0.715292196509876 | 0.569415606980249 | 0.284707803490124 |
| 80 | 0.674579382465699 | 0.650841235068602 | 0.325420617534301 |
| 81 | 0.638169361974682 | 0.723661276050636 | 0.361830638025318 |
| 82 | 0.763829258219531 | 0.472341483560938 | 0.236170741780469 |
| 83 | 0.729198286691398 | 0.541603426617204 | 0.270801713308602 |
| 84 | 0.699784664462129 | 0.600430671075742 | 0.300215335537871 |
| 85 | 0.658992070412027 | 0.682015859175946 | 0.341007929587973 |
| 86 | 0.64620745226127 | 0.707585095477459 | 0.35379254773873 |
| 87 | 0.602463645321836 | 0.795072709356327 | 0.397536354678164 |
| 88 | 0.560418856737608 | 0.879162286524784 | 0.439581143262392 |
| 89 | 0.537360953355244 | 0.925278093289512 | 0.462639046644756 |
| 90 | 0.498456734169846 | 0.996913468339692 | 0.501543265830154 |
| 91 | 0.487494690725838 | 0.974989381451677 | 0.512505309274162 |
| 92 | 0.445035880067516 | 0.890071760135032 | 0.554964119932484 |
| 93 | 0.401360629328286 | 0.802721258656572 | 0.598639370671714 |
| 94 | 0.357938109938162 | 0.715876219876324 | 0.642061890061838 |
| 95 | 0.381569492817473 | 0.763138985634947 | 0.618430507182527 |
| 96 | 0.344851937129344 | 0.689703874258688 | 0.655148062870656 |
| 97 | 0.303800920625093 | 0.607601841250185 | 0.696199079374907 |
| 98 | 0.296952779268328 | 0.593905558536655 | 0.703047220731672 |
| 99 | 0.256403497848127 | 0.512806995696254 | 0.743596502151873 |
| 100 | 0.223625850103009 | 0.447251700206018 | 0.776374149896991 |
| 101 | 0.20168444197851 | 0.403368883957021 | 0.79831555802149 |
| 102 | 0.183035482230671 | 0.366070964461341 | 0.816964517769329 |
| 103 | 0.22329109108221 | 0.44658218216442 | 0.77670890891779 |
| 104 | 0.189238886198902 | 0.378477772397805 | 0.810761113801097 |
| 105 | 0.181491161315161 | 0.362982322630321 | 0.818508838684839 |
| 106 | 0.192877079990666 | 0.385754159981333 | 0.807122920009333 |
| 107 | 0.172655520014766 | 0.345311040029531 | 0.827344479985234 |
| 108 | 0.152671630298247 | 0.305343260596493 | 0.847328369701753 |
| 109 | 0.148331852939122 | 0.296663705878244 | 0.851668147060878 |
| 110 | 0.143785328868574 | 0.287570657737149 | 0.856214671131426 |
| 111 | 0.128774600902029 | 0.257549201804057 | 0.871225399097971 |
| 112 | 0.108481204878174 | 0.216962409756347 | 0.891518795121826 |
| 113 | 0.139277750477497 | 0.278555500954995 | 0.860722249522503 |
| 114 | 0.127781426723508 | 0.255562853447017 | 0.872218573276492 |
| 115 | 0.147377934294447 | 0.294755868588894 | 0.852622065705553 |
| 116 | 0.150339901210734 | 0.300679802421469 | 0.849660098789266 |
| 117 | 0.127594224883059 | 0.255188449766118 | 0.872405775116941 |
| 118 | 0.125169391546338 | 0.250338783092677 | 0.874830608453661 |
| 119 | 0.114864848466529 | 0.229729696933058 | 0.885135151533471 |
| 120 | 0.12693878202601 | 0.25387756405202 | 0.87306121797399 |
| 121 | 0.1034850447848 | 0.206970089569599 | 0.8965149552152 |
| 122 | 0.0924271760560952 | 0.18485435211219 | 0.907572823943905 |
| 123 | 0.0928739555156536 | 0.185747911031307 | 0.907126044484346 |
| 124 | 0.0725688444948249 | 0.14513768898965 | 0.927431155505175 |
| 125 | 0.0563817241357212 | 0.112763448271442 | 0.943618275864279 |
| 126 | 0.0422302237708317 | 0.0844604475416635 | 0.957769776229168 |
| 127 | 0.0306906274005778 | 0.0613812548011557 | 0.969309372599422 |
| 128 | 0.0285145937470345 | 0.057029187494069 | 0.971485406252966 |
| 129 | 0.0287243359590605 | 0.057448671918121 | 0.971275664040939 |
| 130 | 0.0295869061869834 | 0.0591738123739669 | 0.970413093813017 |
| 131 | 0.0304145099749996 | 0.0608290199499992 | 0.969585490025 |
| 132 | 0.0335109341104844 | 0.0670218682209688 | 0.966489065889516 |
| 133 | 0.0721327145563907 | 0.144265429112781 | 0.927867285443609 |
| 134 | 0.0670738679017298 | 0.13414773580346 | 0.93292613209827 |
| 135 | 0.05384766936209 | 0.10769533872418 | 0.94615233063791 |
| 136 | 0.0485602902423197 | 0.0971205804846393 | 0.95143970975768 |
| 137 | 0.0340496435141393 | 0.0680992870282787 | 0.965950356485861 |
| 138 | 0.0304318360227808 | 0.0608636720455616 | 0.969568163977219 |
| 139 | 0.0337869828540874 | 0.0675739657081747 | 0.966213017145913 |
| 140 | 0.0233011179998525 | 0.046602235999705 | 0.976698882000148 |
| 141 | 0.567549059482915 | 0.86490188103417 | 0.432450940517085 |
| 142 | 0.507444120311366 | 0.985111759377269 | 0.492555879688634 |
| 143 | 0.441640540850284 | 0.883281081700568 | 0.558359459149716 |
| 144 | 0.349752181220615 | 0.69950436244123 | 0.650247818779385 |
| 145 | 0.264855867547734 | 0.529711735095469 | 0.735144132452266 |
| 146 | 0.267352027387033 | 0.534704054774065 | 0.732647972612967 |
| 147 | 0.297151064426052 | 0.594302128852105 | 0.702848935573948 |
| 148 | 0.609625720959138 | 0.780748558081724 | 0.390374279040862 |
| 149 | 0.53819104525727 | 0.923617909485459 | 0.46180895474273 |
| 150 | 0.372096251479976 | 0.744192502959952 | 0.627903748520024 |
| 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 | 1 | 0.00719424460431655 | OK |
| 10% type I error level | 12 | 0.0863309352517986 | OK |
