Multiple Linear Regression - Estimated Regression Equation
stress[t] = + 1.46853452058951 + 0.0980547412128618depression[t] + 0.0716933796565687effort[t] + 0.134952512851521focus[t] -0.048806847948063sleep[t] -0.0755990999504184belong[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)1.468534520589510.3029824.84693e-062e-06
depression0.09805474121286180.0704361.39210.1658720.082936
effort0.07169337965656870.0827870.8660.3878180.193909
focus0.1349525128515210.0698891.9310.0553010.027651
sleep-0.0488068479480630.076398-0.63880.523860.26193
belong-0.07559909995041840.077472-0.97580.3306650.165332


Multiple Linear Regression - Regression Statistics
Multiple R0.249869123856457
R-squared0.0624345790567934
Adjusted R-squared0.0323844053086138
F-TEST (value)2.07767780579224
F-TEST (DF numerator)5
F-TEST (DF denominator)156
p-value0.0710156983537366
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.847575747341307
Sum Squared Residuals112.068005007063


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
121.520517538219650.479482461780349
211.74340911777705-0.743409117777054
321.714823463972270.285176536027728
421.632583519362660.367416480637336
511.98696293679448-0.986962936794477
611.80666825097201-0.806668250972006
722.03968565990706-0.0396856599070627
831.78378171926351.2162182807365
921.779875998969650.220124001030349
1021.829123892234450.17087610776555
1121.475616410565430.524383589434565
1211.49763100651114-0.497631006511142
1342.012883253034031.98711674696597
1421.790422563922690.209577436077309
1521.855475098920070.144524901079931
1631.718729184266121.28127081573388
1731.5473097902221.452690209778
1811.62290889017242-0.622908890172422
1911.77987599896965-0.779875998969651
2021.449265203879820.550734796120185
2111.44882415856308-0.448824158563079
2221.731069151021590.268930848978412
2311.56976543148445-0.569765431484447
2421.731510196338320.268489803661676
2511.6431300843157-0.643130084315704
2611.64492348611813-0.64492348611813
2711.82912389223445-0.82912389223445
2821.938156088846410.0618439111535864
2912.04767886105194-1.04767886105194
3011.61056892341696-0.610568923416956
3111.52051753821965-0.520517538219648
3221.94163091869420.0583690813057991
3311.62247799972636-0.62247799972636
3411.68183141262746-0.681831412627462
3511.86602166387311-0.866021663873109
3611.37322505861266-0.373225058612661
3722.14827681120229-0.148276811202291
3811.73106915102159-0.731069151021588
3911.59178002743015-0.591780027430154
4011.54687889977594-0.546878899775941
4111.57323010646156-0.57323010646156
4211.91092279152732-0.910922791527322
4311.3244182106646-0.324418210664598
4411.87837178549925-0.878371785499248
4511.61857227943251-0.61857227943251
4611.68183141262746-0.681831412627462
4711.42680956261737-0.426809562617372
4811.81857732728141-0.81857732728141
4912.1338245259554-1.1338245259554
5011.8330296125283-0.833029612528299
5111.5244232585135-0.524423258513498
5211.69026565908908-0.690265659089079
5321.896921706467840.103078293532158
5421.504712896487070.495287103512931
5511.72716343072774-0.727163430727738
5611.86782522054621-0.867825220546208
5731.757430512577881.24256948742212
5811.8211205362189-0.821120536218896
5912.0133141434801-1.0133141434801
6031.829564937551191.17043506244881
6122.29556929080928-0.295569290809278
6231.698077099676781.30192290032322
6331.600022358463921.39997764153608
6432.102934638231340.897065361768658
6521.990868657088330.00913134291167377
6611.49850294227394-0.49850294227394
6732.125821169939850.874178830060152
6831.878361630628571.12163836937143
6931.89238302542941.1076169745706
7021.784222764580240.215777235419764
7112.08848235298445-1.08848235298445
7222.18697813951405-0.18697813951405
7331.796131840889641.20386815911036
7411.62290889017242-0.622908890172422
7521.520958583536380.479041416463616
7631.792226120595791.20777387940421
7711.96407640508597-0.964076405085971
7821.904722992184870.095277007815132
7921.927609523893370.0723904761066263
8011.91917527743176-0.919175277431757
8111.73497487131544-0.734974871315437
8231.708182619313081.29181738068692
8311.85547509892007-0.85547509892007
8441.851569378626222.14843062137378
8521.779875998969650.220124001030349
8622.14963932255865-0.149639322558655
8731.730638260575531.26936173942447
8822.00897753274018-0.00897753274018422
8932.083214121334240.916785878665761
9042.074040222608241.92595977739176
9111.94299343005056-0.942993430050564
9232.123277961002360.876722038997638
9312.1109379942469-1.1109379942469
9422.07614238622899-0.0761423862289865
9511.97989120168922-0.979891201689224
9612.1109379942469-1.1109379942469
9732.11093799424690.889062005753104
9821.671284847674420.328715152325577
9921.855475098920070.144524901079931
10021.720522586068550.279477413931452
10121.790422563922690.209577436077309
10222.04767886105194-0.0476788610519431
10322.01678897332788-0.0167889733278835
10412.13339363550934-1.13339363550934
10522.29513840036322-0.295138400363216
10632.047678861051940.952321138948057
10721.816783925478980.183216074521016
10821.937715043529680.0622849564703222
10911.94826160848272-0.948261608482718
11042.240313513629881.75968648637012
11121.929280797068060.0707192029319384
11222.08848235298445-0.0884823529844522
11312.01678897332788-1.01678897332788
11422.00234684295167-0.00234684295166742
11521.746883947624840.253116052375159
11631.84313513216461.1568648678354
11722.00897753274018-0.00897753274018422
11841.855475098920072.14452490107993
11921.974181924722270.025818075277725
12041.914838666691842.08516133330816
12111.85156937862622-0.85156937862622
12222.05158458134579-0.0515845813457927
12321.979891201689220.020108798310776
12411.91873423211502-0.918734232115022
12512.0252232197895-1.0252232197895
12611.74688394762484-0.746883947624841
12711.7837817192635-0.7837817192635
12811.76933958888728-0.769339588887284
12922.08848235298445-0.0884823529844522
13022.00277773339773-0.00277773339772971
13112.02342981798707-1.02342981798707
13232.35237949477290.647620505227105
13321.779875998969650.220124001030349
13422.18653709419731-0.186537094197314
13531.986521891477741.01347810852226
13631.817224970795721.18277502920428
13722.0845766326906-0.0845766326906026
13822.03576978474254-0.0357697847425396
13922.19497134065893-0.19497134065893
14022.04767886105194-0.0476788610519431
14121.916632068494270.0833679315057286
14212.20328345849281-1.20328345849281
14312.07794594290209-1.07794594290209
14431.806237360525941.19376263947406
14521.914828511821170.085171488178828
14621.78378171926350.2162182807365
14732.016788973327880.983211026672117
14832.317583886754990.682416113245014
14912.01952409769322-1.01952409769322
15032.149639322558650.850360677441345
15122.27268275910077-0.272682759100772
15212.07794594290209-1.07794594290209
15312.01288325303403-1.01288325303403
15422.01332429835077-0.0133242983507696
15522.22343486583597-0.223434865835974
15631.746883947624841.25311605237516
15732.182631373903460.817368626096536
15812.01078108941328-1.01078108941328
15922.22343486583597-0.223434865835974
16021.718729184266120.281270815733878
16132.098598027491430.90140197250857
16241.923262758282792.07673724171721


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
90.3239321637509290.6478643275018580.676067836249071
100.1904285743619480.3808571487238960.809571425638052
110.1030758042204280.2061516084408550.896924195779572
120.2734166307854220.5468332615708430.726583369214578
130.6079228815112750.784154236977450.392077118488725
140.5004247486622150.999150502675570.499575251337785
150.4065608137331280.8131216274662570.593439186266872
160.3566316357665150.713263271533030.643368364233485
170.6454323237658580.7091353524682830.354567676234142
180.5943845585496140.8112308829007710.405615441450386
190.61752024215180.7649595156963990.3824797578482
200.5460638939294920.9078722121410170.453936106070508
210.5410506902857140.9178986194285720.458949309714286
220.4664969377085430.9329938754170850.533503062291457
230.39968500205810.7993700041161990.6003149979419
240.3347133279899870.6694266559799740.665286672010013
250.422548912868790.845097825737580.57745108713121
260.3775482106407990.7550964212815970.622451789359201
270.366595822712930.733191645425860.63340417728707
280.307445857852870.6148917157057390.69255414214713
290.2647013494796430.5294026989592850.735298650520357
300.3114956733193250.6229913466386490.688504326680675
310.2622936489948050.524587297989610.737706351005195
320.219456165450740.4389123309014810.78054383454926
330.1953982365163750.3907964730327510.804601763483625
340.1846991627912810.3693983255825620.815300837208719
350.2153968714900270.4307937429800550.784603128509973
360.1784537213746220.3569074427492440.821546278625378
370.1445264888217470.2890529776434930.855473511178253
380.1354866093194780.2709732186389570.864513390680522
390.1098876080027310.2197752160054610.890112391997269
400.09080327480562810.1816065496112560.909196725194372
410.07870645482597830.1574129096519570.921293545174022
420.07252972841748230.1450594568349650.927470271582518
430.05761751426926320.1152350285385260.942382485730737
440.0513514978047980.1027029956095960.948648502195202
450.04125192263987320.08250384527974630.958748077360127
460.03770516350311960.07541032700623920.96229483649688
470.03280212245618490.06560424491236980.967197877543815
480.02762458757562840.05524917515125690.972375412424372
490.02600413738117650.0520082747623530.973995862618823
500.02753048547859760.05506097095719530.972469514521402
510.02357832766125980.04715665532251960.97642167233874
520.02055734834876350.0411146966975270.979442651651236
530.02254345857395980.04508691714791960.97745654142604
540.01879696555003730.03759393110007460.981203034449963
550.01764211377855690.03528422755711390.982357886221443
560.01521458608152430.03042917216304870.984785413918476
570.02635298409164660.05270596818329310.973647015908353
580.03176100883265640.06352201766531280.968238991167344
590.0316028267190480.0632056534380960.968397173280952
600.04832574014203940.09665148028407890.95167425985796
610.03725089057668080.07450178115336160.96274910942332
620.06379210906069250.1275842181213850.936207890939308
630.09842166539530450.1968433307906090.901578334604695
640.1005706802953190.2011413605906380.899429319704681
650.08093650266357990.161873005327160.91906349733642
660.07682610076453770.1536522015290750.923173899235462
670.08054639156747560.1610927831349510.919453608432524
680.1202799694420350.240559938884070.879720030557965
690.1315702162749930.2631404325499860.868429783725007
700.1087537030317690.2175074060635380.891246296968231
710.1178183368945430.2356366737890860.882181663105457
720.09668465513174670.1933693102634930.903315344868253
730.1213872667759510.2427745335519010.87861273322405
740.1159464321923780.2318928643847570.884053567807622
750.1037612275959330.2075224551918660.896238772404067
760.1335048859946180.2670097719892350.866495114005382
770.1416006149412090.2832012298824170.858399385058791
780.1179304621053280.2358609242106550.882069537894672
790.0996350315270420.1992700630540840.900364968472958
800.1156235731389390.2312471462778780.884376426861061
810.1190776705278090.2381553410556170.880922329472192
820.1479332726828960.2958665453657930.852066727317104
830.15010855450450.3002171090090.8498914454955
840.3721716996943030.7443433993886060.627828300305697
850.3335687399596470.6671374799192940.666431260040353
860.2927525925314180.5855051850628370.707247407468582
870.3314384764197580.6628769528395160.668561523580242
880.2928755913688420.5857511827376840.707124408631158
890.2926220307961340.5852440615922690.707377969203866
900.4781341807708180.9562683615416360.521865819229182
910.4956487838221080.9912975676442160.504351216177892
920.4997003163895970.9994006327791950.500299683610403
930.5285245083693920.9429509832612160.471475491630608
940.486222628685430.972445257370860.51377737131457
950.5006352206841970.9987295586316060.499364779315803
960.5244087423022660.9511825153954680.475591257697734
970.5365117384112960.9269765231774080.463488261588704
980.4926603829512380.9853207659024770.507339617048762
990.4470595942906250.894119188581250.552940405709375
1000.4054650658155250.810930131631050.594534934184475
1010.3608191613001450.721638322600290.639180838699855
1020.3188226945156030.6376453890312070.681177305484397
1030.2778152059476460.5556304118952910.722184794052354
1040.2989329829883010.5978659659766020.701067017011699
1050.2604803139730410.5209606279460810.73951968602696
1060.2651620679463850.530324135892770.734837932053615
1070.2269839639245790.4539679278491570.773016036075421
1080.1932935201465830.3865870402931650.806706479853417
1090.2329371149250630.4658742298501260.767062885074937
1100.3297908934100630.6595817868201270.670209106589937
1110.2867857501373310.5735715002746620.713214249862669
1120.2456580661174810.4913161322349630.754341933882519
1130.2582710750806820.5165421501613640.741728924919318
1140.2193539632568360.4387079265136720.780646036743164
1150.1846172860339670.3692345720679350.815382713966033
1160.2026883446265040.4053766892530080.797311655373496
1170.1680882415961370.3361764831922750.831911758403863
1180.3556086013872270.7112172027744550.644391398612773
1190.3074108764840630.6148217529681270.692589123515937
1200.5487236214038890.9025527571922220.451276378596111
1210.5696875800170950.860624839965810.430312419982905
1220.514781611695440.970436776609120.48521838830456
1230.4617460808453710.9234921616907420.538253919154629
1240.4736328486224550.947265697244910.526367151377545
1250.5389346971578010.9221306056843980.461065302842199
1260.5474132790871280.9051734418257450.452586720912872
1270.5988742483215670.8022515033568650.401125751678433
1280.5977078578686690.8045842842626610.402292142131331
1290.5449086328946920.9101827342106160.455091367105308
1300.4924246614351750.984849322870350.507575338564825
1310.5213709137690040.9572581724619930.478629086230996
1320.5476394664280880.9047210671438240.452360533571912
1330.5032715892466820.9934568215066360.496728410753318
1340.4394461562831620.8788923125663230.560553843716838
1350.409532167849650.81906433569930.59046783215035
1360.4720192068614840.9440384137229670.527980793138516
1370.4113967029808980.8227934059617970.588603297019102
1380.3464927450151140.6929854900302270.653507254984886
1390.3012889871244560.6025779742489120.698711012875544
1400.2429162797402510.4858325594805020.757083720259749
1410.1960502139311320.3921004278622650.803949786068868
1420.2118443135176070.4236886270352150.788155686482393
1430.2155576303506990.4311152607013980.784442369649301
1440.2109970190363840.4219940380727670.789002980963616
1450.1718472898461790.3436945796923590.82815271015382
1460.1449360928371470.2898721856742950.855063907162853
1470.1161530869820980.2323061739641960.883846913017902
1480.1001872233047220.2003744466094440.899812776695278
1490.1170938210582820.2341876421165640.882906178941718
1500.1636063873118520.3272127746237050.836393612688147
1510.1058617697368450.2117235394736890.894138230263155
1520.0632527761578310.1265055523156620.936747223842169
1530.1422449682563710.2844899365127410.85775503174363


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level00OK
5% type I error level60.0413793103448276OK
10% type I error level170.117241379310345NOK