Multiple Linear Regression - Estimated Regression Equation
neat[t] = + 1.16440603291601 + 0.233139663569593fail[t] -0.187500338062230performance[t] + 0.0368726688412969goals[t] + 0.504275569488782`organized `[t] -0.103650819474029M1[t] -0.226062653000361M2[t] -0.0783105813127394M3[t] -0.0557740260137624M4[t] + 0.00511871995110706M5[t] -0.297902963614086M6[t] + 0.0502897975057321M7[t] -0.0686403005221799M8[t] + 0.408636087855733M9[t] + 0.451578435262287M10[t] + 0.129307371579808M11[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)1.164406032916010.5383322.1630.0322040.016102
fail0.2331396635695930.0776573.00220.0031650.001582
performance-0.1875003380622300.080182-2.33840.0207510.010375
goals0.03687266884129690.0819260.45010.6533390.326669
`organized `0.5042755694887820.0937935.376500
M1-0.1036508194740290.3483-0.29760.7664480.383224
M2-0.2260626530003610.345762-0.65380.5142840.257142
M3-0.07831058131273940.353381-0.22160.8249380.412469
M4-0.05577402601376240.354427-0.15740.875180.43759
M50.005118719951107060.3555620.01440.9885340.494267
M6-0.2979029636140860.353007-0.84390.4001340.200067
M70.05028979750573210.3566240.1410.8880550.444028
M8-0.06864030052217990.355554-0.19310.8471930.423596
M90.4086360878557330.3533821.15640.2494620.124731
M100.4515784352622870.3564921.26670.2073120.103656
M110.1293073715798080.3535460.36570.7150970.357548


Multiple Linear Regression - Regression Statistics
Multiple R0.559418807599365
R-squared0.312949402295896
Adjusted R-squared0.240881157781479
F-TEST (value)4.34240357045596
F-TEST (DF numerator)15
F-TEST (DF denominator)143
p-value1.20466221420479e-06
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.895728514469576
Sum Squared Residuals114.733128743644


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
144.47468205246722-0.474682052467218
243.381715322312920.61828467768708
344.11625495783798-0.116254957837984
443.515131280458220.484868719541778
542.921120787713381.07887921228662
653.777277912346681.22272208765332
743.049927433124960.95007256687504
833.26912534238021-0.269125342380211
943.709529061916830.290470938083173
1044.05935641057557-0.0593564105755689
1143.475839671148270.524160328851734
1242.9715316234441.02846837655600
1343.242881480094430.757118519905572
1422.76682174630025-0.766821746300248
1533.29632773043095-0.296327730430949
1643.914418506233440.0855814937665648
1733.35165101951957-0.351651019519565
1822.04007819697681-0.0400781969768069
1943.246194427853260.753805572146743
2033.12726432982535-0.127264329825345
2134.21268105789731-1.21268105789731
2244.33813539965253-0.338135399652526
2333.51271233998956-0.512712339989562
2433.34653229956846-0.346532299568458
2543.747157049583210.252842950416789
2642.773574982618871.22642501738113
2743.341967055938310.658032944061688
2843.327630942395990.672369057604008
2943.425396357202160.574603642797842
3043.048629335954370.951370664045629
3154.441122331384750.558877668615247
3243.164136998666640.835863001333358
3343.323514582109700.676485417890296
3444.64614397441301-0.646143974413012
3533.31644534526127-0.316445345261266
3644.39083253387902-0.390832533879021
3733.54976648134662-0.549766481346616
3843.307969984630330.692030015369673
3943.80824638307750.191753616922501
4033.55200394929952-0.552003949299519
4154.162811590260530.837188409739466
4243.318641668365260.681358331634738
4333.39682209707419-0.39682209707419
4433.58590057380676-0.585900573806764
4533.82891372510678-0.828913725106785
4643.414343402040220.585656597959781
4743.475839671148270.524160328851735
4843.886556964390240.113443035609762
4943.316626817777020.683373182222978
5042.782341639284931.21765836071507
5143.529467394000540.470532605999458
5243.327630942395990.672369057604008
5353.929671926690941.07032807330906
5432.498714440958230.501285559041775
5532.908066420570090.0919335794299056
5654.089052569787250.910947430212752
5754.333189294595570.666810705404434
5843.871856072513340.128143927486661
5943.971348583970980.0286514160290192
6032.067968828180000.932031171819997
6143.279754148935730.720245851064275
6243.157342315409390.842657684590606
6353.108827392368721.89117260763128
6443.290758273554700.709241726445305
6543.34288436285350.657115637146501
6654.317302577168460.682697422831539
6743.936846761895970.0631532381040295
6833.11849767315928-0.118497673159278
6943.746401730758120.253598269241876
7044.10499573608293-0.104995736082932
7143.437843428798670.56215657120133
7243.570905306471980.429094693528015
7344.09968137634276-0.0996813763427617
7443.940396873975130.059603126024867
7543.387606381445680.612393618554324
7633.83078293837648-0.830782938376476
7743.892799257849640.107200742150356
7833.08550200479567-0.0855020047956682
7954.08859800462520.911401995374799
8042.472361091115631.52763890888437
8153.604540718203261.39545928179674
8253.798110734830751.20188926516925
8343.475839671148270.524160328851735
8443.150265304840160.849734695159838
8544.16779705121503-0.167797051215034
8643.353609310137690.64639068986231
8743.154466717876080.845533282123917
8854.522558845927490.477441154072512
8943.387400114852560.612599885147437
9033.04862933595437-0.0486293359543713
9143.396822097074190.60317790292581
9233.81027358071029-0.81027358071029
9343.709529061916830.290470938083173
9443.097568170613670.902431829386333
9544.01698790947834-0.0169879094783445
9643.586425199456670.413574800543329
9744.0171693819941-0.0171693819941009
9833.28549363526542-0.285493635265418
9933.49259472515925-0.492594725159245
10033.10325793549247-0.103257935492466
10133.89167568434135-0.891675684341345
10233.08550200479567-0.0855020047956682
10322.28328261438306-0.283282614383056
10433.12726432982535-0.127264329825345
10554.333189294595570.666810705404434
10623.4064665922133-1.4064665922133
10723.19593710856301-1.19593710856301
10832.571120824160490.428879175839513
10933.09225381087350-0.0922538108734954
11023.19421498425069-1.19421498425069
11123.07195472352742-1.07195472352742
11242.860228041748511.13977195825149
11332.041844542100130.958155457899865
11412.01872542112020-1.01872542112020
11512.7117994258418-1.71179942584180
11612.15558585968908-1.15558585968908
11723.61330737486932-1.61330737486932
11823.45998272754758-1.45998272754758
11932.353533531791070.646466468208935
12012.60911706651008-1.60911706651008
12132.204210908594190.795789091405813
12212.65306674592061-1.65306674592061
12323.15446671787608-1.15446671787608
12413.13136394766769-2.13136394766769
12523.42539635720216-1.42539635720216
12622.85123876771778-0.851238767717776
12732.899299763904030.100700236095972
12823.01350932944571-1.01350932944571
12923.49078571782362-1.49078571782362
13042.525176926252611.47482307374739
13123.36208467076863-1.36208467076863
13233.92455320673983-0.924553206739833
13322.74535914692427-0.745359146924266
13412.77357498261887-1.77357498261887
13523.34196705593831-1.34196705593831
13632.951506692763230.0484933072367657
13711.72506931067358-0.725069310673583
13822.86112899789214-0.861128997892141
13922.77879152720577-0.778791527205772
14032.586116091495270.413883908504734
14133.10026514871448-0.100265148714476
14231.984028687922531.01597131207747
14343.575884978829060.424115021170941
14443.691413543170240.308586456829760
14523.74603347607491-1.74603347607491
14632.314938738637450.685061261362551
14733.38760638144568-0.387606381445675
14822.67272770368628-0.672727703686277
14913.5022786887405-2.5022786887405
15023.04862933595437-1.04862933595437
15122.86242709506273-0.86242709506273
15243.480912230093190.519087769906806
15342.994153231492611.00584676850739
15423.29383516534196-1.29383516534196
15532.829703089104620.170296910895383
15623.23277729918882-1.23277729918882
15743.316626817777020.683373182222978
15822.31493873863745-0.314938738637449
15943.80824638307750.191753616922501


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
190.3894866938302130.7789733876604250.610513306169787
200.2491946794566890.4983893589133780.750805320543311
210.1688757407555790.3377514815111570.831124259244421
220.1276670438662610.2553340877325230.872332956133739
230.1631412311969630.3262824623939250.836858768803037
240.1231554302009230.2463108604018460.876844569799077
250.08544257948931990.1708851589786400.91455742051068
260.05753612226891490.1150722445378300.942463877731085
270.0578326831329740.1156653662659480.942167316867026
280.03715977919061580.07431955838123150.962840220809384
290.02181744474693660.04363488949387320.978182555253063
300.01338974902510560.02677949805021120.986610250974894
310.01300514327526640.02601028655053280.986994856724734
320.01111931038737730.02223862077475450.988880689612623
330.01189076738082890.02378153476165780.988109232619171
340.0118069214227880.0236138428455760.988193078577212
350.01272386974384930.02544773948769870.98727613025615
360.008051703181976840.01610340636395370.991948296818023
370.009653077288668830.01930615457733770.990346922711331
380.00881744009984130.01763488019968260.991182559900159
390.006096886006240390.01219377201248080.99390311399376
400.005245891886978370.01049178377395670.994754108113022
410.00382121710652050.0076424342130410.99617878289348
420.002403013285333010.004806026570666010.997596986714667
430.002046876480053150.00409375296010630.997953123519947
440.001726032777523680.003452065555047360.998273967222476
450.002610820690460320.005221641380920640.99738917930954
460.001709653835366420.003419307670732830.998290346164634
470.001477627888735980.002955255777471970.998522372111264
480.000920908787530870.001841817575061740.99907909121247
490.000626562640725340.001253125281450680.999373437359275
500.0004770377003463190.0009540754006926380.999522962299654
510.0003535014050944160.0007070028101888330.999646498594906
520.0002480061588587650.000496012317717530.999751993841141
530.0002182081466978950.0004364162933957910.999781791853302
540.0001360660076731950.000272132015346390.999863933992327
550.0002370914477654490.0004741828955308970.999762908552235
560.0003466060439562440.0006932120879124890.999653393956044
570.0002787658125741250.000557531625148250.999721234187426
580.0001661192124820540.0003322384249641080.999833880787518
599.54800918344141e-050.0001909601836688280.999904519908166
600.000116642088679680.000233284177359360.99988335791132
618.71007296529408e-050.0001742014593058820.999912899270347
626.80191745603982e-050.0001360383491207960.99993198082544
630.0003204479178127380.0006408958356254770.999679552082187
640.0002725025773168090.0005450051546336180.999727497422683
650.0002311995678559270.0004623991357118530.999768800432144
660.0001686456912742060.0003372913825484130.999831354308726
670.0001019174220468100.0002038348440936210.999898082577953
686.63092256175881e-050.0001326184512351760.999933690774382
694.23260735205411e-058.46521470410822e-050.99995767392648
702.43221562476849e-054.86443124953698e-050.999975677843752
712.40579473459002e-054.81158946918004e-050.999975942052654
721.67866214927207e-053.35732429854414e-050.999983213378507
731.07595194635430e-052.15190389270859e-050.999989240480537
747.21226994508636e-061.44245398901727e-050.999992787730055
754.77982837205004e-069.55965674410008e-060.999995220171628
765.92477760722104e-061.18495552144421e-050.999994075222393
774.92431114716134e-069.84862229432268e-060.999995075688853
785.33893024772167e-061.06778604954433e-050.999994661069752
791.03537031425204e-052.07074062850407e-050.999989646296857
802.25553382702842e-054.51106765405684e-050.99997744466173
815.24086790730982e-050.0001048173581461960.999947591320927
820.0001302599405136570.0002605198810273150.999869740059486
830.0001077041006287390.0002154082012574790.999892295899371
840.0001181305569940100.0002362611139880210.999881869443006
857.30537924276685e-050.0001461075848553370.999926946207572
869.10397751189378e-050.0001820795502378760.999908960224881
879.90043636553333e-050.0001980087273106670.999900995636345
880.0001015186726789620.0002030373453579240.999898481327321
899.97726549201909e-050.0001995453098403820.99990022734508
900.0001053576597843010.0002107153195686020.999894642340216
910.0001881224080869160.0003762448161738320.999811877591913
920.0001651114440928990.0003302228881857990.999834888555907
930.0002097584919398630.0004195169838797260.99979024150806
940.0003679324682706510.0007358649365413030.99963206753173
950.000317599287398960.000635198574797920.999682400712601
960.0002335671440649230.0004671342881298460.999766432855935
970.0001715566167439380.0003431132334878770.999828443383256
980.0001708339444276750.0003416678888553490.999829166055572
990.0001822126989238370.0003644253978476740.999817787301076
1000.0001840986673336360.0003681973346672720.999815901332666
1010.0002183592434604190.0004367184869208380.99978164075654
1020.0002613964162467970.0005227928324935950.999738603583753
1030.0002456583781669390.0004913167563338780.999754341621833
1040.0001792370518267980.0003584741036535960.999820762948173
1050.000972117405102890.001944234810205780.999027882594897
1060.001114365000011810.002228730000023610.998885634999988
1070.001202885972048190.002405771944096380.998797114027952
1080.0008520162018242130.001704032403648430.999147983798176
1090.0006466584600090510.001293316920018100.999353341539991
1100.001048727192116810.002097454384233620.998951272807883
1110.001663818584453550.003327637168907110.998336181415546
1120.006563123328729810.01312624665745960.99343687667127
1130.008469646600580850.01693929320116170.99153035339942
1140.01846631530942790.03693263061885570.981533684690572
1150.06871817191469420.1374363438293880.931281828085306
1160.1199036998865560.2398073997731120.880096300113444
1170.1414702232907840.2829404465815690.858529776709216
1180.1917306878387820.3834613756775640.808269312161218
1190.1911034690592850.3822069381185710.808896530940715
1200.2717764541318510.5435529082637020.728223545868149
1210.2424041580393660.4848083160787320.757595841960634
1220.2653280950530030.5306561901060060.734671904946997
1230.2657700097727560.5315400195455130.734229990227244
1240.308955977166630.617911954333260.69104402283337
1250.3232353797295010.6464707594590020.676764620270499
1260.2727714716905160.5455429433810310.727228528309484
1270.2616201320929660.5232402641859320.738379867907034
1280.3421053378545580.6842106757091150.657894662145442
1290.3830693239059370.7661386478118740.616930676094063
1300.4125526471298080.8251052942596170.587447352870192
1310.4602243764329940.9204487528659880.539775623567006
1320.3938393131377760.7876786262755510.606160686862224
1330.3666410572711850.7332821145423710.633358942728815
1340.5021308072897130.9957383854205750.497869192710287
1350.5597586930395680.8804826139208640.440241306960432
1360.5131883037511760.9736233924976480.486811696248824
1370.4189324062805010.8378648125610020.581067593719499
1380.3088805148075160.6177610296150320.691119485192484
1390.2027364947437680.4054729894875370.797263505256232
1400.3850209006560090.7700418013120190.61497909934399


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level710.581967213114754NOK
5% type I error level860.704918032786885NOK
10% type I error level870.71311475409836NOK