| Multiple Linear Regression - Estimated Regression Equation |
| PStress[t] = + 9.03106352044203 -0.102588137617922AGE[t] -0.0294508517465285BelInSprt[t] + 0.191265388962981KunnenRekRel[t] -0.129384440040129ExtraCurAct[t] -0.0135175731533391VerandVorigJr[t] -0.0454055853017774VerwOuders[t] + 0.0273918110157730KenStudenten[t] + 0.403815279363892Depressie[t] -0.205750464844944Slaapgebrek[t] + 0.220708269386516Toekomstzorgen[t] + 0.0795949547996137Rookgedrag[t] -0.0417224932886921MateAlcCon[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) | 9.03106352044203 | 2.358632 | 3.8289 | 2e-04 | 1e-04 |
| AGE | -0.102588137617922 | 0.071025 | -1.4444 | 0.15105 | 0.075525 |
| BelInSprt | -0.0294508517465285 | 0.018222 | -1.6162 | 0.10849 | 0.054245 |
| KunnenRekRel | 0.191265388962981 | 0.111911 | 1.7091 | 0.08984 | 0.04492 |
| ExtraCurAct | -0.129384440040129 | 0.130236 | -0.9935 | 0.322346 | 0.161173 |
| VerandVorigJr | -0.0135175731533391 | 0.102393 | -0.132 | 0.895177 | 0.447588 |
| VerwOuders | -0.0454055853017774 | 0.049648 | -0.9146 | 0.362131 | 0.181066 |
| KenStudenten | 0.0273918110157730 | 0.050368 | 0.5438 | 0.587497 | 0.293748 |
| Depressie | 0.403815279363892 | 0.064958 | 6.2165 | 0 | 0 |
| Slaapgebrek | -0.205750464844944 | 0.095972 | -2.1439 | 0.03392 | 0.01696 |
| Toekomstzorgen | 0.220708269386516 | 0.118626 | 1.8605 | 0.065086 | 0.032543 |
| Rookgedrag | 0.0795949547996137 | 0.185396 | 0.4293 | 0.668403 | 0.334202 |
| MateAlcCon | -0.0417224932886921 | 0.083603 | -0.4991 | 0.618589 | 0.309295 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.626515070345575 |
| R-squared | 0.392521133370121 |
| Adjusted R-squared | 0.336011471358040 |
| F-TEST (value) | 6.94608885266736 |
| F-TEST (DF numerator) | 12 |
| F-TEST (DF denominator) | 129 |
| p-value | 1.33963962145600e-09 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 1.94457498966075 |
| Sum Squared Residuals | 487.796973863418 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 10 | 10.4247658748273 | -0.424765874827350 |
| 2 | 6 | 7.91350815555825 | -1.91350815555825 |
| 3 | 13 | 10.2081614717984 | 2.79183852820164 |
| 4 | 12 | 9.79979855355279 | 2.20020144644721 |
| 5 | 8 | 12.4826931761664 | -4.4826931761664 |
| 6 | 6 | 9.08294719176611 | -3.08294719176611 |
| 7 | 10 | 13.2291343032434 | -3.22913430324337 |
| 8 | 10 | 9.77397515443644 | 0.226024845563561 |
| 9 | 9 | 9.34728347138154 | -0.347283471381539 |
| 10 | 9 | 10.3114338681129 | -1.31143386811290 |
| 11 | 7 | 8.60842974077693 | -1.60842974077693 |
| 12 | 5 | 9.62177251207734 | -4.62177251207734 |
| 13 | 14 | 12.5699602079275 | 1.43003979207253 |
| 14 | 6 | 8.8727926981038 | -2.87279269810379 |
| 15 | 10 | 11.1720831942073 | -1.17208319420733 |
| 16 | 10 | 10.6414732911766 | -0.641473291176622 |
| 17 | 7 | 8.36574269921349 | -1.36574269921349 |
| 18 | 10 | 9.37494932854365 | 0.62505067145635 |
| 19 | 8 | 8.85603779142643 | -0.856037791426432 |
| 20 | 6 | 7.40590170275029 | -1.40590170275029 |
| 21 | 10 | 10.7270913020562 | -0.727091302056234 |
| 22 | 12 | 10.3002875877171 | 1.69971241228288 |
| 23 | 7 | 8.91420366844558 | -1.91420366844558 |
| 24 | 15 | 8.84059154001461 | 6.15940845998539 |
| 25 | 8 | 9.46161257413152 | -1.46161257413152 |
| 26 | 10 | 10.2754265698002 | -0.275426569800188 |
| 27 | 13 | 10.4676021808138 | 2.53239781918617 |
| 28 | 8 | 8.23666821398501 | -0.236668213985009 |
| 29 | 11 | 11.3955130046271 | -0.395513004627105 |
| 30 | 7 | 9.37035042979025 | -2.37035042979025 |
| 31 | 9 | 8.45927759010474 | 0.540722409895263 |
| 32 | 10 | 9.48760818728566 | 0.512391812714345 |
| 33 | 8 | 8.43677914571834 | -0.436779145718339 |
| 34 | 15 | 13.2420704691314 | 1.75792953086859 |
| 35 | 9 | 10.2176807444013 | -1.21768074440125 |
| 36 | 7 | 8.14583771860678 | -1.14583771860678 |
| 37 | 11 | 9.7362732708379 | 1.26372672916211 |
| 38 | 9 | 7.99263316799098 | 1.00736683200902 |
| 39 | 8 | 9.6582818475053 | -1.65828184750529 |
| 40 | 8 | 7.79042302341365 | 0.209576976586346 |
| 41 | 12 | 8.57898151223873 | 3.42101848776127 |
| 42 | 13 | 9.79079980902355 | 3.20920019097645 |
| 43 | 9 | 9.50193185889484 | -0.501931858894844 |
| 44 | 11 | 9.36601174030825 | 1.63398825969175 |
| 45 | 8 | 8.88537124220957 | -0.885371242209573 |
| 46 | 10 | 10.9487154062928 | -0.948715406292811 |
| 47 | 13 | 12.7578565615497 | 0.242143438450346 |
| 48 | 12 | 10.9275654900900 | 1.07243450991001 |
| 49 | 12 | 10.2494937383191 | 1.75050626168085 |
| 50 | 9 | 8.82899519986074 | 0.171004800139258 |
| 51 | 8 | 9.93839745930042 | -1.93839745930042 |
| 52 | 9 | 8.59333746251159 | 0.40666253748841 |
| 53 | 12 | 8.44807795730324 | 3.55192204269676 |
| 54 | 12 | 11.3651905101776 | 0.634809489822446 |
| 55 | 16 | 14.4164239498831 | 1.58357605011687 |
| 56 | 11 | 8.76665440101559 | 2.23334559898441 |
| 57 | 13 | 9.61702652821569 | 3.38297347178432 |
| 58 | 10 | 10.7214928560551 | -0.72149285605511 |
| 59 | 9 | 10.8771651132598 | -1.87716511325975 |
| 60 | 14 | 10.1901720972235 | 3.80982790277648 |
| 61 | 13 | 11.4883638746019 | 1.51163612539806 |
| 62 | 12 | 10.4117040208311 | 1.58829597916886 |
| 63 | 9 | 10.8657877426678 | -1.86578774266781 |
| 64 | 9 | 10.3441235701389 | -1.34412357013886 |
| 65 | 10 | 11.0102634529880 | -1.01026345298804 |
| 66 | 8 | 10.3331288962957 | -2.33312889629573 |
| 67 | 9 | 10.3141598582602 | -1.31415985826020 |
| 68 | 9 | 9.08969020282346 | -0.0896902028234594 |
| 69 | 11 | 8.50665354944695 | 2.49334645055305 |
| 70 | 7 | 9.32726047094701 | -2.32726047094701 |
| 71 | 11 | 11.5593415332079 | -0.559341533207881 |
| 72 | 9 | 9.33671947029637 | -0.336719470296374 |
| 73 | 11 | 8.8455469572209 | 2.15445304277909 |
| 74 | 9 | 9.25524438317568 | -0.255244383175676 |
| 75 | 8 | 10.1319816575392 | -2.13198165753924 |
| 76 | 9 | 8.13131515508228 | 0.868684844917718 |
| 77 | 8 | 9.51906852881131 | -1.51906852881131 |
| 78 | 9 | 9.59943339282161 | -0.599433392821611 |
| 79 | 10 | 9.83943663343977 | 0.160563366560231 |
| 80 | 9 | 10.0267641671335 | -1.02676416713346 |
| 81 | 17 | 13.9029826605469 | 3.09701733945312 |
| 82 | 7 | 9.51842722573087 | -2.51842722573087 |
| 83 | 11 | 10.8894228951342 | 0.110577104865755 |
| 84 | 9 | 10.0297766902440 | -1.02977669024402 |
| 85 | 10 | 9.99830778373437 | 0.00169221626563169 |
| 86 | 11 | 8.51715626672106 | 2.48284373327894 |
| 87 | 8 | 8.51481346373896 | -0.514813463738956 |
| 88 | 12 | 12.0324766384710 | -0.0324766384710358 |
| 89 | 10 | 10.0239161641402 | -0.0239161641402335 |
| 90 | 7 | 9.06971963900235 | -2.06971963900235 |
| 91 | 9 | 8.58322790666704 | 0.416772093332962 |
| 92 | 7 | 8.17642665826965 | -1.17642665826965 |
| 93 | 12 | 10.4325990635608 | 1.56740093643918 |
| 94 | 8 | 9.0840520704905 | -1.08405207049050 |
| 95 | 13 | 10.2819997140517 | 2.7180002859483 |
| 96 | 9 | 11.2153418678249 | -2.2153418678249 |
| 97 | 15 | 12.6686411321848 | 2.33135886781522 |
| 98 | 8 | 8.92057423762213 | -0.920574237622128 |
| 99 | 14 | 11.8142679409044 | 2.18573205909562 |
| 100 | 14 | 13.6288813546085 | 0.371118645391509 |
| 101 | 9 | 10.3608639198152 | -1.36086391981524 |
| 102 | 13 | 11.7191007142649 | 1.28089928573514 |
| 103 | 11 | 9.0564614173383 | 1.94353858266170 |
| 104 | 10 | 11.7712044055388 | -1.7712044055388 |
| 105 | 6 | 9.99277295390467 | -3.99277295390467 |
| 106 | 8 | 8.20780348894397 | -0.207803488943973 |
| 107 | 10 | 11.3019777801403 | -1.30197778014031 |
| 108 | 10 | 8.01974839684535 | 1.98025160315465 |
| 109 | 10 | 9.44721055330907 | 0.552789446690932 |
| 110 | 12 | 12.0400376341852 | -0.0400376341852216 |
| 111 | 10 | 9.44081997674662 | 0.559180023253384 |
| 112 | 9 | 9.13081009035105 | -0.13081009035105 |
| 113 | 9 | 7.39799678395639 | 1.60200321604361 |
| 114 | 11 | 9.15654277847064 | 1.84345722152936 |
| 115 | 7 | 8.25027586129514 | -1.25027586129513 |
| 116 | 7 | 8.85378852128818 | -1.85378852128818 |
| 117 | 5 | 8.15097735507334 | -3.15097735507334 |
| 118 | 9 | 9.03804857828693 | -0.0380485782869272 |
| 119 | 11 | 11.8422283612372 | -0.842228361237202 |
| 120 | 15 | 12.0679664897954 | 2.93203351020464 |
| 121 | 9 | 7.90795535506115 | 1.09204464493885 |
| 122 | 9 | 9.43131779994382 | -0.431317799943817 |
| 123 | 8 | 9.1443371486864 | -1.14433714868641 |
| 124 | 13 | 15.5314894864242 | -2.53148948642417 |
| 125 | 10 | 10.3307215339714 | -0.330721533971427 |
| 126 | 13 | 11.4918088462398 | 1.50819115376021 |
| 127 | 9 | 7.82944321783343 | 1.17055678216657 |
| 128 | 11 | 9.42155203339282 | 1.57844796660718 |
| 129 | 8 | 10.3276509846251 | -2.32765098462513 |
| 130 | 10 | 9.25336056303942 | 0.746639436960576 |
| 131 | 9 | 8.75852800126935 | 0.241471998730649 |
| 132 | 8 | 8.52576021286184 | -0.525760212861844 |
| 133 | 8 | 7.99017394298731 | 0.00982605701268877 |
| 134 | 13 | 10.7986157566273 | 2.20138424337274 |
| 135 | 11 | 10.9064078477011 | 0.0935921522988669 |
| 136 | 8 | 9.46161257413152 | -1.46161257413152 |
| 137 | 12 | 9.77421229954979 | 2.22578770045021 |
| 138 | 15 | 11.8667335231489 | 3.13326647685111 |
| 139 | 11 | 10.8894228951342 | 0.110577104865755 |
| 140 | 10 | 10.5451734972668 | -0.545173497266828 |
| 141 | 5 | 8.15097735507334 | -3.15097735507334 |
| 142 | 11 | 7.18839265570911 | 3.81160734429089 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 16 | 0.950895764019616 | 0.0982084719607676 | 0.0491042359803838 |
| 17 | 0.914089569856942 | 0.171820860286116 | 0.0859104301430578 |
| 18 | 0.970108157245957 | 0.0597836855080868 | 0.0298918427540434 |
| 19 | 0.947204744684067 | 0.105590510631867 | 0.0527952553159333 |
| 20 | 0.969461078269832 | 0.0610778434603367 | 0.0305389217301683 |
| 21 | 0.951364846288903 | 0.0972703074221938 | 0.0486351537110969 |
| 22 | 0.944230441619078 | 0.111539116761845 | 0.0557695583809223 |
| 23 | 0.931139967082988 | 0.137720065834023 | 0.0688600329170116 |
| 24 | 0.993063713610274 | 0.0138725727794519 | 0.00693628638972594 |
| 25 | 0.99007843911294 | 0.0198431217741193 | 0.00992156088705967 |
| 26 | 0.984566190586903 | 0.0308676188261935 | 0.0154338094130967 |
| 27 | 0.988869386613195 | 0.0222612267736102 | 0.0111306133868051 |
| 28 | 0.98316275168104 | 0.0336744966379213 | 0.0168372483189607 |
| 29 | 0.975116505692978 | 0.0497669886140444 | 0.0248834943070222 |
| 30 | 0.971949755094557 | 0.0561004898108862 | 0.0280502449054431 |
| 31 | 0.972421731492904 | 0.055156537014193 | 0.0275782685070965 |
| 32 | 0.960021067701077 | 0.0799578645978452 | 0.0399789322989226 |
| 33 | 0.944702946270962 | 0.110594107458076 | 0.0552970537290378 |
| 34 | 0.965347789998172 | 0.0693044200036552 | 0.0346522100018276 |
| 35 | 0.954522822188356 | 0.0909543556232882 | 0.0454771778116441 |
| 36 | 0.943763790956007 | 0.112472418087986 | 0.0562362090439932 |
| 37 | 0.933165708903517 | 0.133668582192965 | 0.0668342910964825 |
| 38 | 0.913259781708737 | 0.173480436582526 | 0.086740218291263 |
| 39 | 0.898924652307098 | 0.202150695385805 | 0.101075347692902 |
| 40 | 0.871267021589843 | 0.257465956820314 | 0.128732978410157 |
| 41 | 0.93302807133179 | 0.133943857336419 | 0.0669719286682093 |
| 42 | 0.951924279580303 | 0.0961514408393933 | 0.0480757204196966 |
| 43 | 0.936544981031595 | 0.126910037936809 | 0.0634550189684046 |
| 44 | 0.926815793470354 | 0.146368413059292 | 0.0731842065296461 |
| 45 | 0.909889535494697 | 0.180220929010606 | 0.0901104645053028 |
| 46 | 0.892825192506466 | 0.214349614987068 | 0.107174807493534 |
| 47 | 0.87163301563886 | 0.256733968722279 | 0.128366984361140 |
| 48 | 0.847181171603523 | 0.305637656792953 | 0.152818828396477 |
| 49 | 0.841574267569075 | 0.316851464861849 | 0.158425732430925 |
| 50 | 0.806717466396818 | 0.386565067206364 | 0.193282533603182 |
| 51 | 0.793005369519362 | 0.413989260961276 | 0.206994630480638 |
| 52 | 0.755300929051312 | 0.489398141897375 | 0.244699070948688 |
| 53 | 0.839023926838375 | 0.321952146323250 | 0.160976073161625 |
| 54 | 0.80904018211361 | 0.381919635772781 | 0.190959817886391 |
| 55 | 0.809640553982699 | 0.380718892034603 | 0.190359446017301 |
| 56 | 0.858298976540067 | 0.283402046919866 | 0.141701023459933 |
| 57 | 0.897989198066744 | 0.204021603866512 | 0.102010801933256 |
| 58 | 0.873661829873237 | 0.252676340253526 | 0.126338170126763 |
| 59 | 0.864564802491755 | 0.270870395016489 | 0.135435197508245 |
| 60 | 0.93632397351541 | 0.127352052969181 | 0.0636760264845907 |
| 61 | 0.929339483145094 | 0.141321033709812 | 0.0706605168549058 |
| 62 | 0.924077531468144 | 0.151844937063711 | 0.0759224685318556 |
| 63 | 0.931532742754418 | 0.136934514491164 | 0.0684672572455818 |
| 64 | 0.922412899400762 | 0.155174201198476 | 0.0775871005992382 |
| 65 | 0.924065296280562 | 0.151869407438877 | 0.0759347037194383 |
| 66 | 0.926914148292574 | 0.146171703414851 | 0.0730858517074256 |
| 67 | 0.918861611056355 | 0.162276777887291 | 0.0811383889436454 |
| 68 | 0.900243153058135 | 0.199513693883731 | 0.0997568469418653 |
| 69 | 0.915798951069501 | 0.168402097860998 | 0.0842010489304991 |
| 70 | 0.931172184038995 | 0.13765563192201 | 0.068827815961005 |
| 71 | 0.91442038935256 | 0.171159221294879 | 0.0855796106474397 |
| 72 | 0.894490309446028 | 0.211019381107944 | 0.105509690553972 |
| 73 | 0.908809566089641 | 0.182380867820718 | 0.091190433910359 |
| 74 | 0.88579839387898 | 0.228403212242040 | 0.114201606121020 |
| 75 | 0.886306549124609 | 0.227386901750782 | 0.113693450875391 |
| 76 | 0.87042962584386 | 0.25914074831228 | 0.12957037415614 |
| 77 | 0.861077294053642 | 0.277845411892716 | 0.138922705946358 |
| 78 | 0.844584007053408 | 0.310831985893184 | 0.155415992946592 |
| 79 | 0.811330208752763 | 0.377339582494474 | 0.188669791247237 |
| 80 | 0.783831996116408 | 0.432336007767185 | 0.216168003883592 |
| 81 | 0.837127651514177 | 0.325744696971646 | 0.162872348485823 |
| 82 | 0.853641107588742 | 0.292717784822516 | 0.146358892411258 |
| 83 | 0.823428327548715 | 0.35314334490257 | 0.176571672451285 |
| 84 | 0.808336802318305 | 0.38332639536339 | 0.191663197681695 |
| 85 | 0.770955800483876 | 0.458088399032248 | 0.229044199516124 |
| 86 | 0.857880316361721 | 0.284239367276558 | 0.142119683638279 |
| 87 | 0.828823005802176 | 0.342353988395647 | 0.171176994197824 |
| 88 | 0.792157652706985 | 0.415684694586030 | 0.207842347293015 |
| 89 | 0.75033915675517 | 0.49932168648966 | 0.24966084324483 |
| 90 | 0.76606183324356 | 0.46787633351288 | 0.23393816675644 |
| 91 | 0.723923687597485 | 0.552152624805029 | 0.276076312402515 |
| 92 | 0.703661319023036 | 0.592677361953929 | 0.296338680976964 |
| 93 | 0.700866756440782 | 0.598266487118436 | 0.299133243559218 |
| 94 | 0.66606136992481 | 0.667877260150379 | 0.333938630075189 |
| 95 | 0.70554063635298 | 0.588918727294039 | 0.294459363647020 |
| 96 | 0.691820390708519 | 0.616359218582962 | 0.308179609291481 |
| 97 | 0.684687841322744 | 0.630624317354511 | 0.315312158677256 |
| 98 | 0.637630255923169 | 0.724739488153662 | 0.362369744076831 |
| 99 | 0.625453809339972 | 0.749092381320057 | 0.374546190660028 |
| 100 | 0.62133284308508 | 0.75733431382984 | 0.37866715691492 |
| 101 | 0.634722340012076 | 0.730555319975847 | 0.365277659987924 |
| 102 | 0.644144744726693 | 0.711710510546613 | 0.355855255273307 |
| 103 | 0.670578116858655 | 0.65884376628269 | 0.329421883141345 |
| 104 | 0.6615063655975 | 0.676987268805 | 0.3384936344025 |
| 105 | 0.81571569813936 | 0.368568603721279 | 0.184284301860640 |
| 106 | 0.832372620400836 | 0.335254759198327 | 0.167627379599163 |
| 107 | 0.8324568011346 | 0.335086397730802 | 0.167543198865401 |
| 108 | 0.810945623604569 | 0.378108752790862 | 0.189054376395431 |
| 109 | 0.76329875649852 | 0.473402487002961 | 0.236701243501481 |
| 110 | 0.728918938533766 | 0.542162122932469 | 0.271081061466234 |
| 111 | 0.688273961750929 | 0.623452076498142 | 0.311726038249071 |
| 112 | 0.618626838646333 | 0.762746322707334 | 0.381373161353667 |
| 113 | 0.577002732418886 | 0.845994535162229 | 0.422997267581114 |
| 114 | 0.548644176617011 | 0.902711646765978 | 0.451355823382989 |
| 115 | 0.47506880250116 | 0.95013760500232 | 0.52493119749884 |
| 116 | 0.402265697030975 | 0.804531394061949 | 0.597734302969025 |
| 117 | 0.446354008959035 | 0.89270801791807 | 0.553645991040965 |
| 118 | 0.36042794695303 | 0.72085589390606 | 0.63957205304697 |
| 119 | 0.286121211371553 | 0.572242422743107 | 0.713878788628447 |
| 120 | 0.256687044294929 | 0.513374088589859 | 0.74331295570507 |
| 121 | 0.18630629984903 | 0.37261259969806 | 0.81369370015097 |
| 122 | 0.125566765741963 | 0.251133531483927 | 0.874433234258037 |
| 123 | 0.0902753505768808 | 0.180550701153762 | 0.90972464942312 |
| 124 | 0.145956008305050 | 0.291912016610101 | 0.85404399169495 |
| 125 | 0.296707225562953 | 0.593414451125906 | 0.703292774437047 |
| 126 | 0.918342476502274 | 0.163315046995453 | 0.0816575234977264 |
| 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 | 6 | 0.0540540540540541 | NOK |
| 10% type I error level | 16 | 0.144144144144144 | NOK |
