Multiple Linear Regression - Estimated Regression Equation
Life[t] = + 2.52588121607617 + 0.13030399078203Stress[t] -0.0286028309981485Depression[t] + 0.124157560156244Effort[t] -0.272496779250887Focus[t] -0.222341086707043Sleep[t] + 0.0846463249938848Belong[t] + 0.344977726874901M1[t] + 0.358578230318685M2[t] -0.149688119920435M3[t] + 0.20599644065455M4[t] + 0.328023530543851M5[t] + 0.681874777936796M6[t] + 0.457203827354125M7[t] + 0.101088302593068M8[t] + 0.195037915306811M9[t] + 0.33370099802983M10[t] + 0.514985376037927M11[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)2.525881216076170.5342054.72835e-063e-06
Stress0.130303990782030.0974991.33650.1835050.091753
Depression-0.02860283099814850.083096-0.34420.7311860.365593
Effort0.1241575601562440.0944331.31480.190680.09534
Focus-0.2724967792508870.086811-3.1390.0020570.001029
Sleep-0.2223410867070430.079989-2.77960.0061690.003085
Belong0.08464632499388480.0867320.97590.3307260.165363
M10.3449777268749010.3710560.92970.3540730.177037
M20.3585782303186850.3678560.97480.3313040.165652
M3-0.1496881199204350.369644-0.4050.6861140.343057
M40.205996440654550.367320.56080.5757990.2879
M50.3280235305438510.3757920.87290.3841780.192089
M60.6818747779367960.3670491.85770.0652510.032625
M70.4572038273541250.3783121.20850.2288220.114411
M80.1010883025930680.3770260.26810.7889910.394495
M90.1950379153068110.3794770.5140.6080650.304032
M100.333700998029830.3761610.88710.3764930.188246
M110.5149853760379270.3927041.31140.1918150.095908


Multiple Linear Regression - Regression Statistics
Multiple R0.449732344787435
R-squared0.202259181948004
Adjusted R-squared0.108081446483532
F-TEST (value)2.14763267507431
F-TEST (DF numerator)17
F-TEST (DF denominator)144
p-value0.00794606679170418
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.942711017708369
Sum Squared Residuals127.97338505886


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
132.887939236146160.112060763853842
242.726100658976381.27389934102362
331.932926155842931.06707384415707
432.574644697225710.425355302774288
511.98425480798847-0.984254807988466
642.652742867187361.34725713281264
721.938218313271980.0617816867280162
832.430747899958490.569252100041509
942.603197407040331.39680259295967
1032.490916572058160.509083427941839
1142.626801913452011.37319808654799
1242.510841045040021.48915895495998
1332.712645589923450.287354410076553
1432.356546181088160.643453818911839
1542.17382504681921.8261749531808
1632.210110822049810.789889177950188
1732.69430161889620.305698381103796
1842.70289855973121.2971014402688
1942.735059328305621.26494067169438
2032.046607247295840.953392752704159
2142.483537873639791.51646212636021
2232.604165728050190.395834271949806
2322.76134530181584-0.761345301815841
2431.797179725608131.20282027439187
2522.17313045169999-0.173130451699988
2643.078223160508830.921776839491166
2721.961869788319750.0381302116802492
2821.939483272161920.060516727838079
2922.75747725464917-0.757477254649175
3022.56018319530573-0.560183195305728
3122.86986134584335-0.869861345843346
3231.779998269496841.22000173050316
3322.45493504264164-0.454935042641639
3422.32110134611377-0.321101346113771
3532.467295661019260.532704338980742
3622.20385363333909-0.203853633339092
3741.875548474684032.12445152531597
3822.5833852945509-0.583385294550903
3922.45670765427768-0.456707654277681
4042.550539892983261.44946010701674
4132.923510900577760.0764890994222448
4222.98068370978141-0.980683709781415
4332.523362698980060.476637301019942
4441.961702293128062.03829770687194
4522.57909260279788-0.579092602797883
4632.321101346113770.678898653886228
4732.358803160956820.641196839043182
4822.691042099192-0.691042099192001
4912.36423991001618-1.36423991001618
5022.34597857840263-0.345978578402626
5112.13881183841254-1.13881183841254
5222.79885501329575-0.798855013295752
5332.414496241018970.58550375898103
5442.563700828538811.43629917146119
5552.72152212674872.2784778732513
5632.149552747385060.850447252614936
5711.91371774654684-0.913717746546841
5821.632525224446950.367474775553053
5912.19981948448069-1.19981948448069
6012.42820938379998-1.42820938379998
6121.692718623139350.307281376860649
6212.3497548408096-1.3497548408096
6312.31477349498272-1.31477349498272
6411.60202380009985-0.602023800099849
6512.07504756360814-1.07504756360814
6613.1791786214199-2.1791786214199
6721.839693985242510.160306014757491
6812.31902717185078-1.31902717185078
6911.863562054003-0.863562054002997
7022.22906425018876-0.229064250188758
7111.96241276833241-0.962412768332412
7211.68981837106799-0.689818371067988
7312.30755150636767-1.30755150636767
7412.32655357539382-1.32655357539382
7512.00463470993247-1.00463470993247
7632.515068867010610.484931132989394
7722.08243833453926-0.082438334539264
7822.39440817855104-0.394408178551041
7912.3785411131185-1.3785411131185
8011.37130969801204-0.371309698012036
8111.68171259598093-0.68171259598093
8211.89602595018644-0.896025950186436
8321.940859906786720.0591400932132834
8411.94094406325112-0.940944063251124
8521.901156248405720.0988437515942795
8622.10144503810595-0.101445038105946
8711.38403400123802-0.384034001238022
8832.18038216313820.819617836861803
8931.913429772130471.08657022786953
9032.412852788037230.58714721196277
9122.16795017091016-0.167950170910155
9212.12701949231675-1.12701949231675
9311.88635925585403-0.886359255854035
9421.292436954992170.707563045007829
9521.759496684634180.240503315365825
9611.41882456129634-0.418824561296337
9721.751913490484410.24808650951559
9821.984337447402150.0156625525978451
9921.406490401610390.593509598389615
10011.98451604889241-0.984516048892413
10111.74650729036151-0.746507290361512
10232.577501976878450.422498023121549
10321.638280871023510.361719128976491
10411.21881325364037-0.218813253640369
10531.577868874673871.42213112532613
10622.08713540850263-0.0871354085026272
10722.32570230320297-0.32570230320297
10832.087634878475680.91236512152432
10922.16461385285539-0.164613852855393
11032.819172025132620.180827974867377
11121.194793772284830.805206227715173
11221.783727823731060.216272176268935
11311.37879658343121-0.378796583431205
11412.02808724631693-1.02808724631693
11522.08296304443759-0.082963044437595
11611.9860657265444-0.986065726544404
11721.624430079288680.375569920711317
11832.150487501124710.84951249887529
11911.62648172415466-0.626481724154661
12031.770225298480071.22977470151993
12132.167506597030820.832493402969178
12221.857551089853210.142448910146792
12311.22512717945784-0.225127179457844
12411.28537232454005-0.285372324540053
12512.12194956970162-1.12194956970162
12612.17733000423824-1.17733000423824
12711.75892079794667-0.758920797946671
12811.56794069789636-0.567940697896359
12921.772769298383330.227230701616674
13012.18981696180913-1.18981696180912
13111.82471800661925-0.824718006619254
13231.626648052923851.37335194707615
13322.17365302765661-0.173653027656608
13421.635210003146160.364789996853835
13511.43861086584162-0.438610865841616
13622.28770717759124-0.287707177591244
13732.029912473776610.97008752622339
13822.46841004616344-0.468410046163441
13922.20449180720114-0.204491807201136
14011.72421872228383-0.724218722283835
14122.18884864079926-0.188848640799264
14211.18810699781559-0.188106997815587
14342.003390632886911.99660936711309
14411.80621890040934-0.806218900409344
14521.678815161698680.321184838301322
14621.790599191693260.20940080830674
14711.43418969378187-0.434189693781866
14811.51474867771326-0.51474867771326
14921.489416942030540.510583057969465
15042.28254879725521.7174512027448
15112.14113439697022-1.14113439697022
15211.31699678019117-0.316996780191168
15311.36996852835041-0.369968528350409
15422.59711575859774-0.597115758597741
15522.14287245165829-0.142872451658286
15612.02855998711639-1.02855998711639
15712.14856782989154-1.14856782989154
15822.04514291493632-0.0451429149363165
15920.9332053971981511.06679460280185
16011.77281941956685-0.772819419566855
16131.388460647290071.61153935270993
16233.01947318059505-0.0194731805950514


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
210.1228815342618480.2457630685236960.877118465738152
220.05610463154401980.112209263088040.94389536845598
230.03840741977486230.07681483954972460.961592580225138
240.02447697445816510.04895394891633030.975523025541835
250.01018639553675320.02037279107350630.989813604463247
260.008517234014654580.01703446802930920.991482765985345
270.009078243580331660.01815648716066330.990921756419668
280.004969328051778360.009938656103556710.995030671948222
290.009994244578775970.01998848915755190.990005755421224
300.02027487610663490.04054975221326980.979725123893365
310.0782488207220140.1564976414440280.921751179277986
320.1437300162161110.2874600324322230.856269983783889
330.2223213496857190.4446426993714390.777678650314281
340.1745979889101490.3491959778202990.825402011089851
350.1353096319547470.2706192639094940.864690368045253
360.2323898916942770.4647797833885540.767610108305723
370.5354365202139950.9291269595720110.464563479786005
380.545041026229830.909917947540340.45495897377017
390.5092113534860130.9815772930279740.490788646513987
400.6761477175718220.6477045648563550.323852282428178
410.679012898547460.6419742029050810.32098710145254
420.6648800526197430.6702398947605130.335119947380257
430.6265060536827720.7469878926344560.373493946317228
440.7567500488127360.4864999023745270.243249951187264
450.7546135392995980.4907729214008040.245386460700402
460.7383855372056040.5232289255887920.261614462794396
470.7177311044319020.5645377911361960.282268895568098
480.6851088745711780.6297822508576440.314891125428822
490.7186432835046420.5627134329907150.281356716495358
500.7193205328991460.5613589342017090.280679467100854
510.7861509295592820.4276981408814350.213849070440718
520.7556513630372940.4886972739254120.244348636962706
530.7643550624577630.4712898750844750.235644937542237
540.8290068185903440.3419863628193130.170993181409656
550.9772239938663690.04555201226726280.0227760061336314
560.9843876110423710.03122477791525720.0156123889576286
570.9923146391458780.01537072170824410.00768536085412204
580.9912041882371690.01759162352566230.00879581176283115
590.9950453884536210.009909223092758730.00495461154637937
600.9963922343893010.00721553122139850.00360776561069925
610.9947131777530220.01057364449395530.00528682224697767
620.9969550563114710.006089887377057920.00304494368852896
630.9974902500568350.005019499886329770.00250974994316488
640.9976282027990160.004743594401968140.00237179720098407
650.9977094919588490.004581016082302740.00229050804115137
660.9990566774283720.001886645143255570.000943322571627783
670.9986322669046850.00273546619062960.0013677330953148
680.999326747195320.00134650560936060.000673252804680298
690.9992922998724650.001415400255069220.00070770012753461
700.9990058189679670.001988362064064980.000994181032032491
710.9992185509409680.001562898118064490.000781449059032247
720.9990483536019990.001903292796002050.000951646398001027
730.9993718342613450.001256331477310470.000628165738655233
740.9993757359544250.001248528091149060.00062426404557453
750.999178600925880.001642798148239350.000821399074119673
760.9990402829446940.001919434110611410.000959717055305706
770.9985537655441180.00289246891176450.00144623445588225
780.9978712332097150.004257533580570550.00212876679028528
790.9982636020899740.003472795820052480.00173639791002624
800.9980205278990850.003958944201829130.00197947210091456
810.9974145005535650.005170998892869480.00258549944643474
820.9973532911402610.005293417719478150.00264670885973907
830.9963074261813130.007385147637374860.00369257381868743
840.9965204275452530.006959144909493860.00347957245474693
850.9950443847508430.009911230498314530.00495561524915727
860.9930230350965150.01395392980696970.00697696490348487
870.9911154915173570.01776901696528680.0088845084826434
880.9936404242493990.01271915150120130.00635957575060065
890.9949236307353090.0101527385293810.00507636926469052
900.9933749388745750.01325012225085080.0066250611254254
910.9914321548232850.01713569035342950.00856784517671474
920.9914848191777150.01703036164457060.00851518082228531
930.990456577758450.01908684448310070.00954342224155033
940.9886428889943670.0227142220112660.011357111005633
950.9841990762634210.03160184747315860.0158009237365793
960.9806950338329630.03860993233407310.0193049661670365
970.9744669448046670.05106611039066560.0255330551953328
980.9656030326099830.0687939347800330.0343969673900165
990.961106404132970.07778719173406030.0388935958670301
1000.958552416828580.0828951663428410.0414475831714205
1010.956398186282580.08720362743484080.0436018137174204
1020.9502217100449730.09955657991005380.0497782899550269
1030.939750731912080.1204985361758410.0602492680879203
1040.9227218996485650.1545562007028690.0772781003514347
1050.9349809923708830.1300380152582350.0650190076291174
1060.9152170594353460.1695658811293070.0847829405646535
1070.891958038381610.216083923236780.10804196161839
1080.914674572170290.1706508556594210.0853254278297103
1090.8938722159844630.2122555680310750.106127784015537
1100.8711526088782320.2576947822435350.128847391121768
1110.8865152947242880.2269694105514240.113484705275712
1120.8737697697369480.2524604605261040.126230230263052
1130.8580187402484650.283962519503070.141981259751535
1140.899690173159560.200619653680880.10030982684044
1150.8737871154207730.2524257691584540.126212884579227
1160.8537425887672130.2925148224655750.146257411232787
1170.8172854863470620.3654290273058760.182714513652938
1180.8271084008886090.3457831982227820.172891599111391
1190.82475107433540.3504978513292010.1752489256646
1200.8332955548775330.3334088902449350.166704445122467
1210.9128265818681250.174346836263750.087173418131875
1220.883656353134370.232687293731260.11634364686563
1230.8593177046658170.2813645906683660.140682295334183
1240.8381929181100860.3236141637798290.161807081889914
1250.8499071211754580.3001857576490840.150092878824542
1260.9093990261208640.1812019477582730.0906009738791363
1270.8770168751187260.2459662497625480.122983124881274
1280.8333726506487550.3332546987024890.166627349351245
1290.8121768804659930.3756462390680140.187823119534007
1300.859096707178310.2818065856433790.14090329282169
1310.9191639366542290.1616721266915420.0808360633457709
1320.990323719886070.01935256022786020.00967628011393012
1330.9833317674799770.03333646504004670.0166682325200234
1340.9749134965529760.05017300689404840.0250865034470242
1350.9676992386990380.06460152260192310.0323007613009616
1360.9493567035565460.1012865928869080.050643296443454
1370.9704475342653910.0591049314692180.029552465734609
1380.9628157784107530.07436844317849480.0371842215892474
1390.9344319516143220.1311360967713560.0655680483856779
1400.8737194004805190.2525611990389630.126280599519481
1410.7955270396849870.4089459206300260.204472960315013


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level270.223140495867769NOK
5% type I error level510.421487603305785NOK
10% type I error level620.512396694214876NOK