Multiple Linear Regression - Estimated Regression Equation
Life[t] = + 2.7726268854314 + 0.0800172944611379Stress[t] -0.0285470887168507Depression[t] + 0.157693866509799Effort[t] -0.256684158218462Focus[t] -0.211638576606166Sleep[t] + 0.0824080174654437Belong[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)2.77262688543140.4412966.282900
Stress0.08001729446113790.0905350.88380.3781570.189079
Depression-0.02854708871685070.079548-0.35890.7201850.360093
Effort0.1576938665097990.0902211.74790.0824680.041234
Focus-0.2566841582184620.083726-3.06580.0025620.001281
Sleep-0.2116385766061660.076309-2.77350.0062280.003114
Belong0.08240801746544370.0832150.99030.323570.161785


Multiple Linear Regression - Regression Statistics
Multiple R0.39520101446085
R-squared0.156183841830885
Adjusted R-squared0.123519990546919
F-TEST (value)4.78155011401101
F-TEST (DF numerator)6
F-TEST (DF denominator)155
p-value0.000167977449915702
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.93451653791549
Sum Squared Residuals135.364779743821


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
132.786764859621960.213235140378036
242.699625396739731.30037460326027
332.355804560650480.644195439349524
432.584025411499860.415974588500139
512.02847943244523-1.02847943244523
642.285247372011471.71475262798853
721.736014816453070.263985183546928
832.499226671030110.500773328969888
942.659311260544221.34068873945578
1032.41912559522120.5808744047788
1142.335024399040551.66497560095945
1242.760692275257191.23930772474281
1332.534114602531180.46588539746882
1432.273396543185030.726603456814967
1542.576903243078771.42309675692123
1632.195719971136370.804280028863628
1732.572735560011490.427264439988514
1842.330292953623771.66970704637623
1942.579293966083081.42070603391692
2032.177246751182980.822753248817024
2142.549053698651021.45094630134898
2232.530080701403490.469919298596505
2322.54896991730325-0.548969917303247
2432.078256459474310.921743540525687
2522.11809339967954-0.118093399679539
2643.000794159232430.999205840767571
2722.42151631822551-0.421516318225506
2822.06167418523109-0.0616741852310937
2922.76230167262462-0.76230167262462
3022.16313898129184-0.163138981291836
3122.70674756516082-0.706747565160819
3231.929377940100811.07062205989919
3322.52050660993417-0.520506609934169
3422.26382245171571-0.263822451715707
3532.275787266189340.724212733810661
3622.46664568118558-0.466645681185576
3741.830387648392152.16961235160785
3822.5324714244078-0.532471424407801
3922.88983905305013-0.889839053050134
4042.602914627399611.39708537260039
4132.843100292722630.156899707277371
4222.6451197093053-0.645119709305303
4332.337415122044850.662584877955146
4442.181330652902491.81866934709751
4522.67820047644397-0.678200476443968
4632.263822451715710.736177548284293
4732.125776545438690.874223454561311
4822.97224707051558-0.972247070515578
4912.37638695526544-1.37638695526544
5022.26382245171571-0.263822451715707
5112.54905369865102-1.54905369865102
5222.91830236041921-0.918302360419211
5332.390494725156580.609505274843424
5442.160664476939761.83933552306024
5552.607757273452162.39224272654784
5632.355606793655510.644393206344492
5711.91817186996021-0.918171869960208
5821.612408229001760.387591770998235
5912.05702652116209-1.05702652116209
6012.63541183589638-1.63541183589638
6121.694034920830340.305965079169663
6212.17485602817867-1.17485602817867
6312.62668027010785-1.62668027010785
6411.61644213012945-0.616442130129449
6512.03321087786202-1.03321087786202
6612.78915558262626-1.78915558262626
6721.644905437498530.355094562501473
6812.47374526830282-1.47374526830282
6911.87312628834791-0.873126288347911
7022.13220116957068-0.132201169570679
7111.78837754846999-0.78837754846999
7211.97611670042831-0.976116700428315
7312.14630893946182-1.14630893946182
7412.28347041194849-1.28347041194849
7512.41734863515822-1.41734863515822
7632.515641382577780.484358617422216
7722.0824241425416-0.0824241425416005
7821.995848442008870.0041515579911308
7912.23595032598411-1.23595032598411
8011.58386114028491-0.583861140284914
8111.78668436975478-0.786684369754783
8211.77421977798702-0.774219777987022
8321.771879055574550.228120944425455
8412.16962480546776-1.16962480546776
8521.851896350035680.148103649964317
8622.02293924210359-0.0229392421035933
8711.74567268927017-0.745672689270171
8832.282772867659390.71722713234061
8931.876191974337471.12380802566253
9031.926289672807411.07371032719259
9121.996866657738820.00313334226117816
9212.28919749179138-1.28919749179138
9312.0165146179716-1.0165146179716
9421.24237824159670.757621758403298
9521.557091011631040.442908988368955
9611.75983045975314-0.75983045975314
9721.663180890456950.336819109543046
9821.87729397141520.122706028584801
9921.851896350035680.148103649964317
10012.06353492664185-1.06353492664185
10111.72266579089496-0.722665790894961
10232.209180197330240.790819802669757
10321.454016818202870.545983181797132
10411.47459921281783-0.474599212817828
10531.682070106356711.31792989364329
10622.03251333357292-0.0325133335729189
10722.04979315210524-0.0497931521052356
10832.393727973841680.606272026158315
10922.18448012023982-0.184480120239825
11032.738463448020710.26153655197929
11121.610017505997460.389982494002541
11221.868394842931130.131605157068871
11311.37399952374173-0.37399952374173
11411.60856121737533-0.608561217375332
11521.87729397141520.122706028584801
11612.07594951781778-1.07594951781778
11721.769404551222470.230595448777534
11832.011930938957960.98806906104204
11911.42861919682335-0.428619196823352
12031.92459649409221.0754035059078
12132.186257080302810.813742919697193
12221.794802172601980.205197827398018
12311.63710830609218-0.637108306092183
12411.40254661245858-0.402546612458581
12512.15770999158596-1.15770999158596
12611.79727667695406-0.797276676954061
12711.61418518906475-0.614185189064746
12811.76872958823721-0.76872958823721
12921.868394842931130.131605157068871
13012.13389434828589-1.13389434828589
13111.65914698932927-0.65914698932927
13231.95002153475971.0499784652403
13322.10858050825415-0.108580508254145
13421.583163595995820.416836404004184
13511.87796893440045-0.877968934400454
13622.26607939278041-0.26607939278041
13732.026088709440930.973911290559072
13822.10849672690637-0.108496726906372
13922.11018990562158-0.11018990562158
14011.95249603911178-0.952496039111781
14122.26312490742661-0.26312490742661
14211.266110103549-0.266110103548997
14341.785228081132662.21477191886734
14412.00235684748863-1.00235684748863
14521.640257773429520.359742226570482
14621.694202483525880.305797516474116
14711.79071827088247-0.790718270882468
14811.60923618036059-0.609236180360587
14921.560156697620610.439843302379394
15041.846272378346272.15372762165373
15111.96730135329202-0.967301353292018
15211.52854392291419-0.528543922914194
15311.53169339025153-0.531693390251529
15422.51803210558209-0.51803210558209
15521.913440424543430.0865595754565745
15612.2139954240948-1.2139954240948
15712.07755891518522-1.07755891518522
15822.05557023253996-0.0555702325399581
15921.40007210810650.599927891893499
16011.82165608260362-0.821656082603624
16131.293848447340991.70615155265901
16232.584002830196020.41599716980398


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.6346105163496390.7307789673007220.365389483650361
110.5396096243228990.9207807513542020.460390375677101
120.4330096449718240.8660192899436470.566990355028176
130.3611834961743780.7223669923487550.638816503825622
140.269668717018130.539337434036260.73033128298187
150.2046156544637650.4092313089275290.795384345536235
160.1379509933644450.2759019867288890.862049006635556
170.09491961049533680.1898392209906740.905080389504663
180.07436098218036320.1487219643607260.925639017819637
190.05543616482167270.1108723296433450.944563835178327
200.03665072583560450.0733014516712090.963349274164396
210.0259766332437170.05195326648743390.974023366756283
220.01585826334722020.03171652669444050.98414173665278
230.01347859469800630.02695718939601260.986521405301994
240.01673020967560110.03346041935120210.983269790324399
250.01958939056024020.03917878112048030.98041060943976
260.01869359309222810.03738718618445610.981306406907772
270.01855698394764470.03711396789528950.981443016052355
280.01489233122500340.02978466245000680.985107668774997
290.009775154779136230.01955030955827250.990224845220864
300.01074584656054410.02149169312108810.989254153439456
310.02953994360485780.05907988720971560.970460056395142
320.05362852676195060.1072570535239010.94637147323805
330.06777019931122660.1355403986224530.932229800688773
340.06111058301601760.1222211660320350.938889416983982
350.0532053481171430.1064106962342860.946794651882857
360.09485707188776960.1897141437755390.90514292811223
370.3184030061373270.6368060122746540.681596993862673
380.3010760657874470.6021521315748940.698923934212553
390.2816545297114180.5633090594228350.718345470288582
400.4055221675518180.8110443351036360.594477832448182
410.3709255640367480.7418511280734950.629074435963253
420.3384448311437850.676889662287570.661555168856215
430.316077974816030.6321559496320590.68392202518397
440.4835597226803670.9671194453607340.516440277319633
450.4660810094357510.9321620188715020.533918990564249
460.4518249814919440.9036499629838880.548175018508056
470.4482726707938690.8965453415877380.551727329206131
480.4150793717419730.8301587434839470.584920628258027
490.4369817738448240.8739635476896470.563018226155176
500.4222779097752140.8445558195504270.577722090224786
510.5844833445690970.8310333108618060.415516655430903
520.537857478001370.924285043997260.46214252199863
530.5245343423443270.9509313153113460.475465657655673
540.669804241317280.660391517365440.33019575868272
550.9422854749845310.1154290500309370.0577145250154687
560.9439951197770860.1120097604458280.0560048802229142
570.9759633002636120.04807339947277680.0240366997363884
580.9757414471107940.04851710577841150.0242585528892058
590.9849714260400950.03005714791981050.0150285739599052
600.9900119491788970.01997610164220620.00998805082110312
610.9864159076772910.02716818464541730.0135840923227087
620.9918432533417250.01631349331654920.00815674665827459
630.9956169730276980.008766053944603190.00438302697230159
640.9960892184476640.007821563104672080.00391078155233604
650.9964968326455850.007006334708829710.00350316735441485
660.9974922164246420.005015567150715920.00250778357535796
670.9964697043956950.007060591208609560.00353029560430478
680.9976119761423570.004776047715285130.00238802385764257
690.9977703632403850.004459273519229190.0022296367596146
700.9970405550630890.005918889873822460.00295944493691123
710.9975432799017410.004913440196517140.00245672009825857
720.997515146552220.004969706895558210.00248485344777911
730.9977016416482320.004596716703535340.00229835835176767
740.9978991108249720.00420177835005580.0021008891750279
750.997989000607010.004021998785979120.00201099939298956
760.9977826231216220.004434753756754970.00221737687837748
770.9971270079807170.005745984038565660.00287299201928283
780.9959402463658240.008119507268351070.00405975363417554
790.9963963654656660.007207269068668620.00360363453433431
800.9958041270087420.008391745982516070.00419587299125803
810.9953627333171970.009274533365606150.00463726668280307
820.995424299372940.009151401254120760.00457570062706038
830.9944084561222430.01118308775551420.00559154387775709
840.9956535761564840.008692847687032930.00434642384351646
850.994191733009170.01161653398166070.00580826699083037
860.9919270374543870.01614592509122670.00807296254561336
870.9915701361477270.01685972770454650.00842986385227323
880.992074678918720.0158506421625580.00792532108127902
890.9930923394561610.01381532108767780.00690766054383892
900.9928133904442770.01437321911144630.00718660955572316
910.9904943783765730.01901124324685510.00950562162342755
920.993362539365250.01327492126949930.00663746063474964
930.993175721271190.01364855745762140.00682427872881068
940.9916784357964410.01664312840711730.00832156420355865
950.9896949751710730.02061004965785360.0103050248289268
960.9885364749912140.02292705001757240.0114635250087862
970.98459449546490.03081100907020030.0154055045351002
980.9804226368459850.03915472630802970.0195773631540149
990.9753711530108740.04925769397825210.0246288469891261
1000.9745145110421810.05097097791563720.0254854889578186
1010.9705282993332350.05894340133352920.0294717006667646
1020.9701608106017380.0596783787965240.029839189398262
1030.9639025973394930.07219480532101480.0360974026605074
1040.95828899788220.08342200423559820.0417110021177991
1050.964920851441060.07015829711787940.0350791485589397
1060.9546345204090650.09073095918186940.0453654795909347
1070.9425530246994620.1148939506010760.0574469753005378
1080.945693277041220.1086134459175580.0543067229587791
1090.9342829838963020.1314340322073950.0657170161036976
1100.9183095884172190.1633808231655630.0816904115827814
1110.9089787755363490.1820424489273030.0910212244636514
1120.8880577102721730.2238845794556540.111942289727827
1130.8641079282125070.2717841435749850.135892071787493
1140.8608011648621420.2783976702757160.139198835137858
1150.8329229608381120.3341540783237750.167077039161887
1160.8259624183720560.3480751632558890.174037581627944
1170.7905724405168120.4188551189663770.209427559483188
1180.7987426769458940.4025146461082120.201257323054106
1190.7658928713095940.4682142573808110.234107128690406
1200.7748767306722640.4502465386554710.225123269327736
1210.8334545507793270.3330908984413450.166545449220673
1220.7962538818452750.407492236309450.203746118154725
1230.7837745190120390.4324509619759220.216225480987961
1240.7414246542834950.517150691433010.258575345716505
1250.7231115845769440.5537768308461110.276888415423056
1260.6850298969744930.6299402060510140.314970103025507
1270.6350793936468050.729841212706390.364920606353195
1280.6121210673477040.7757578653045920.387878932652296
1290.5568514563125660.8862970873748680.443148543687434
1300.5616572801573990.8766854396852020.438342719842601
1310.5131483376192350.973703324761530.486851662380765
1320.4828681520776530.9657363041553060.517131847922347
1330.4300738041483070.8601476082966150.569926195851693
1340.3688425196238740.7376850392477470.631157480376126
1350.3378277087971880.6756554175943770.662172291202812
1360.2793177632643930.5586355265287860.720682236735607
1370.3194954667442530.6389909334885050.680504533255747
1380.26478208477790.52956416955580.7352179152221
1390.2087400324321450.417480064864290.791259967567855
1400.218177955699630.4363559113992610.78182204430037
1410.1669285828143330.3338571656286660.833071417185667
1420.129799256603460.259598513206920.87020074339654
1430.4495834251755540.8991668503511090.550416574824446
1440.4080516907390780.8161033814781550.591948309260922
1450.334732547587260.669465095174520.66526745241274
1460.2821198407401720.5642396814803450.717880159259828
1470.2339415892134960.4678831784269920.766058410786504
1480.4462674242138870.8925348484277750.553732575786113
1490.3355877703362930.6711755406725860.664412229663707
1500.4494160098867510.8988320197735010.55058399011325
1510.4187290417453050.837458083490610.581270958254695
1520.2756861761335090.5513723522670180.724313823866491


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level210.146853146853147NOK
5% type I error level520.363636363636364NOK
10% type I error level620.433566433566434NOK