Multiple Linear Regression - Estimated Regression Equation
Doubtsaboutactions[t] = + 3.49500726801616 + 0.396068656024888month[t] + 0.247296922995200ConcernoverMistakes[t] -0.109229617447763ParentalExpectations[t] + 0.151907036430486ParentalCriticism[t] -0.190172028652719PersonalStandards[t] + 0.111057364353945`Organization `[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)3.4950072680161610.7373810.32550.7452510.372626
month0.3960686560248881.0566260.37480.70830.35415
ConcernoverMistakes0.2472969229952000.0403666.126300
ParentalExpectations-0.1092296174477630.074666-1.46290.1455590.072779
ParentalCriticism0.1519070364304860.0938671.61830.1076660.053833
PersonalStandards-0.1901720286527190.057182-3.32570.0011060.000553
`Organization `0.1110573643539450.0569141.95130.0528590.02643


Multiple Linear Regression - Regression Statistics
Multiple R0.49015254029223
R-squared0.240249512754926
Adjusted R-squared0.210259361942621
F-TEST (value)8.01094713589593
F-TEST (DF numerator)6
F-TEST (DF denominator)152
p-value1.60506545610062e-07
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation2.48875024721804
Sum Squared Residuals941.469424540232


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
11411.93947275490272.06052724509729
21111.4927158802524-0.492715880252443
367.69329890725751-1.69329890725751
41210.57498073885911.42501926114093
589.4936829970201-1.49368299702010
6109.805848721708170.194151278291827
7109.829868034496230.170131965503771
8119.84014419741851.15985580258151
91610.86996981650945.13003018349055
101110.08592725451740.91407274548256
111312.48930105014480.510698949855199
121213.0317620172310-1.03176201723103
13813.0517492155301-5.0517492155301
141210.65310656601061.34689343398944
15119.248183529485781.75181647051422
1647.36740221649998-3.36740221649998
17911.0703886387278-2.07038863872782
1889.8491581438208-1.84915814382081
19810.0896701607053-2.08967016070532
201412.78316297330601.21683702669403
211512.25659627750472.74340372249528
221613.79616818214922.20383181785076
23911.8134421475231-2.81344214752305
241414.3760814224743-0.376081422474277
251111.4742314935484-0.474231493548405
2689.4325837478283-1.43258374782830
2799.5857062732122-0.585706273212204
28911.6482157123107-2.64821571231071
29910.5059062753451-1.50590627534507
3099.52173346072635-0.521733460726344
311011.7855584916493-1.78555849164930
321611.82340037149714.17659962850294
33119.162859621675081.83714037832492
34810.0816399407469-2.08163994074689
3598.74790528556070.252094714439295
361612.67007366793823.32992633206181
371112.6633131621703-1.66331316217033
38169.329671128672486.67032887132752
391212.3443919007282-0.344391900728182
401210.43004129799721.56995870200285
411412.56749003101861.43250996898139
42910.5341934815879-1.53419348158788
431010.7094172647851-0.709417264785079
4498.471621485994410.528378514005588
451010.1344390403053-0.134439040305326
461210.15187170850581.84812829149423
471411.63376823695092.36623176304905
481412.12473977626731.87526022373266
491012.3318241410193-2.33182414101932
50149.927872750670934.07212724932907
511612.23831397010553.76168602989450
52910.4833034670369-1.48330346703694
531011.6122987990958-1.61229879909584
5469.05254782211994-3.05254782211994
55811.3126240094914-3.31262400949137
561312.44644958681010.553550413189894
571010.8548031088160-0.85480310881598
5888.9211024216192-0.921102421619198
5979.19209929934567-2.19209929934567
60159.827631443345865.17236855665414
6199.92845485886802-0.928454858868017
621010.2416344597556-0.241634459755649
631210.23394749016381.76605250983625
641310.50161288730032.49838711269968
65108.427723284183141.57227671581685
661111.8401612626324-0.840161262632442
67813.6172210547696-5.61722105476958
6899.14716650760623-0.147166507606229
69138.663677743774084.33632225622592
701110.43749618021820.562503819781828
71812.7724229605033-4.77242296050328
72910.795324841591-1.795324841591
73912.3561672838581-3.35616728385811
741512.51251160292962.48748839707036
75911.1805451755373-2.18054517553735
761011.5767880176038-1.57678801760383
77148.944832526106165.05516747389384
781210.96847000890481.03152999109522
791211.12400238939200.875997610608046
801111.5604261633614-0.560426163361437
811411.48685651587712.51314348412289
82611.5753359278035-5.57533592780347
831211.27419394717230.72580605282767
84810.0841048014864-2.08410480148639
851412.41450159287981.58549840712019
861110.82654075845370.173459241546275
87109.927842600915250.0721573990847512
881410.24404431485893.75595568514108
891212.0676495451566-0.067649545156601
901011.0062093751507-1.00620937515070
911413.00390773071390.996092269286107
9259.01837653731086-4.01837653731087
931110.51030811435530.489691885644693
941010.2065867477450-0.206586747744983
95911.4768161734027-2.47681617340271
961011.4529474681946-1.45294746819459
971613.74266863186342.25733136813656
981312.82264796795770.177352032042325
99910.8160373464980-1.81603734649798
1001011.3784908057584-1.37849080575841
1011010.9823971521634-0.982397152163354
10279.48477058943398-2.48477058943398
10399.81881717757514-0.818817177575138
104810.2373139588467-2.23731395884674
1051412.87829062274411.12170937725588
1061411.62906227158502.37093772841498
107811.0848609699681-3.08486096996813
108911.5424972385413-2.54249723854129
1091411.81907006323702.18092993676304
1101410.74005255003533.25994744996475
11189.87082919442977-1.87082919442977
112813.697498458878-5.69749845887799
113810.9938586542834-2.99385865428335
11478.57491538099254-1.57491538099254
11567.51783714558696-1.51783714558696
11689.42375889430732-1.42375889430732
11768.313190544643-2.31319054464301
118119.894766530407061.10523346959294
1191411.84842808343782.15157191656218
1201111.1069328584248-0.106932858424812
1211111.9691146895295-0.96911468952952
122119.214437938404981.78556206159502
1231410.39377809703313.60622190296693
124810.3942057228836-2.39420572288361
1252011.50701324505218.49298675494791
1261110.32069186143460.679308138565415
12789.1620717585722-1.16207175857221
1281110.73872557322480.261274426775163
1291010.6388659972798-0.638865997279794
1301413.46218415050300.537815849496953
1311110.58212237877960.417877621220388
132910.6063976712483-1.60639767124831
13399.7312857236005-0.731285723600498
134810.1682290492721-2.1682290492721
1351012.0649970149322-2.06499701493220
1361310.71868111230592.28131888769407
1371310.11560399406562.88439600593437
138129.304349878126272.69565012187372
139810.3879135804722-2.38791358047223
1401311.04233803333201.95766196666805
1411412.43954473090821.56045526909177
1421211.68350080556740.316499194432622
1431410.92441093184563.0755890681544
1441511.31562121396993.6843787860301
1451310.53230847206192.46769152793814
1461611.86795299265464.13204700734539
147911.9879474787856-2.98794747878561
148910.4909904366288-1.49099043662884
149911.0108779647636-2.01087796476355
150811.3037885682201-3.30378856822013
151710.0660590949341-3.06605909493411
1521611.94883814123974.05116185876027
1531113.3281789260286-2.32817892602855
15499.99787353631934-0.997873536319345
155119.848850012223741.15114998777626
15699.87013481797661-0.870134817976613
1571412.49498622847851.50501377152146
1581311.03632962217481.96367037782518
1591614.46527109247921.53472890752081


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.1807284215105820.3614568430211630.819271578489418
110.3613035933925990.7226071867851990.6386964066074
120.2440964949976230.4881929899952460.755903505002377
130.8380112227990460.3239775544019080.161988777200954
140.7670103644684240.4659792710631530.232989635531576
150.682174767565830.6356504648683410.317825232434170
160.747762686626910.504474626746180.25223731337309
170.7335672826503090.5328654346993820.266432717349691
180.7071616401870110.5856767196259780.292838359812989
190.640500110957330.718999778085340.35949988904267
200.6317806837702620.7364386324594770.368219316229738
210.6261655839016060.7476688321967880.373834416098394
220.5966121651084330.8067756697831350.403387834891567
230.6069975656785490.7860048686429020.393002434321451
240.5602113504628420.8795772990743160.439788649537158
250.4891357806963710.9782715613927420.510864219303629
260.4252439131597620.8504878263195240.574756086840238
270.3583366927049330.7166733854098660.641663307295067
280.3501492453845010.7002984907690010.6498507546155
290.3002239001834150.6004478003668290.699776099816585
300.2450310102244820.4900620204489650.754968989775518
310.2258909881549450.4517819763098910.774109011845055
320.2958568758668340.5917137517336690.704143124133166
330.2654293081536960.5308586163073920.734570691846304
340.2674352557403890.5348705114807770.732564744259611
350.219759691277470.439519382554940.78024030872253
360.2393137335573950.4786274671147890.760686266442605
370.2365893116416210.4731786232832420.763410688358379
380.6347382083659530.7305235832680940.365261791634047
390.5827399115426920.8345201769146160.417260088457308
400.5476859878707550.904628024258490.452314012129245
410.5070240750039630.9859518499920750.492975924996037
420.4727159136306710.9454318272613420.527284086369329
430.4237691848346610.8475383696693230.576230815165339
440.3735546473549320.7471092947098630.626445352645068
450.3231741980414250.6463483960828510.676825801958575
460.3031170804642950.6062341609285910.696882919535705
470.292507468833780.585014937667560.70749253116622
480.2689861105901890.5379722211803770.731013889409811
490.2700775437639350.5401550875278710.729922456236065
500.3348933119178150.6697866238356290.665106688082185
510.3825001264165180.7650002528330350.617499873583482
520.3533652474797410.7067304949594820.646634752520259
530.327863349137230.655726698274460.67213665086277
540.3457248731196740.6914497462393480.654275126880326
550.3671108550969010.7342217101938010.6328891449031
560.3221244927458650.644248985491730.677875507254135
570.2837028088181130.5674056176362260.716297191181887
580.2479980537189920.4959961074379840.752001946281008
590.2353731896775730.4707463793551450.764626810322427
600.3710157876636070.7420315753272130.628984212336393
610.3296366767299310.6592733534598630.670363323270069
620.2875802643339870.5751605286679740.712419735666013
630.2667263978300430.5334527956600850.733273602169957
640.2760650348218510.5521300696437020.723934965178149
650.2510459755281340.5020919510562680.748954024471866
660.2188536465731360.4377072931462720.781146353426864
670.3968920995747430.7937841991494860.603107900425257
680.3515304520856160.7030609041712310.648469547914384
690.4381569425764850.876313885152970.561843057423515
700.3939873725363520.7879747450727040.606012627463648
710.5197333252264620.9605333495470760.480266674773538
720.497665514017520.995331028035040.50233448598248
730.5323744454002420.9352511091995160.467625554599758
740.5320185756484260.9359628487031480.467981424351574
750.5193836289324370.9612327421351270.480616371067563
760.491644260649010.983288521298020.50835573935099
770.6411321417770.7177357164460010.358867858223000
780.6044025236980380.7911949526039240.395597476301962
790.5640485987966260.8719028024067470.435951401203374
800.5207820062465790.9584359875068430.479217993753421
810.5202608294641740.9594783410716510.479739170535826
820.6930131418771240.6139737162457530.306986858122876
830.6541042660771260.6917914678457470.345895733922873
840.6371810556054340.7256378887891320.362818944394566
850.608016395654620.783967208690760.39198360434538
860.5630723638938910.8738552722122180.436927636106109
870.5164153471917390.9671693056165220.483584652808261
880.5828649082474880.8342701835050240.417135091752512
890.5375435953310190.9249128093379610.462456404668981
900.4966062260605560.9932124521211120.503393773939444
910.4564870594154570.9129741188309150.543512940584543
920.516285475505230.967429048989540.48371452449477
930.4720972636724550.944194527344910.527902736327545
940.4248279617447550.849655923489510.575172038255245
950.4217983286393870.8435966572787740.578201671360613
960.3918313309246370.7836626618492740.608168669075363
970.3756750073772010.7513500147544020.624324992622799
980.3312725251599570.6625450503199130.668727474840043
990.3078332506766090.6156665013532170.692166749323391
1000.2782135547046480.5564271094092950.721786445295352
1010.2446786046770050.489357209354010.755321395322995
1020.2367062034165040.4734124068330070.763293796583496
1030.2027105071554820.4054210143109630.797289492844519
1040.1930162650167380.3860325300334760.806983734983262
1050.1646590001436530.3293180002873060.835340999856347
1060.1600015316294510.3200030632589010.83999846837055
1070.1730039229480020.3460078458960040.826996077051998
1080.1770264245807090.3540528491614180.822973575419291
1090.1644946933071680.3289893866143350.835505306692832
1100.1880392539335750.3760785078671490.811960746066425
1110.1679044586847100.3358089173694190.83209554131529
1120.3835543546663790.7671087093327590.61644564533362
1130.4409965730816880.8819931461633760.559003426918312
1140.4049916028638030.8099832057276050.595008397136197
1150.3968739257348740.7937478514697480.603126074265126
1160.3547030972686670.7094061945373330.645296902731333
1170.3399748844436020.6799497688872030.660025115556399
1180.2985608250647330.5971216501294660.701439174935267
1190.2774925854982950.5549851709965890.722507414501705
1200.2341964649196180.4683929298392370.765803535080382
1210.2068155010252200.4136310020504390.79318449897478
1220.1936409981060290.3872819962120570.806359001893971
1230.2037070357507080.4074140715014150.796292964249292
1240.215573061642070.431146123284140.78442693835793
1250.7595760463563070.4808479072873850.240423953643693
1260.7195770043767090.5608459912465820.280422995623291
1270.6685456072185080.6629087855629830.331454392781492
1280.6084194666727660.7831610666544680.391580533327234
1290.5463886159291110.9072227681417780.453611384070889
1300.4832203521051920.9664407042103840.516779647894808
1310.4261791365584550.852358273116910.573820863441545
1320.3711183851188900.7422367702377810.62888161488111
1330.3105412937076840.6210825874153680.689458706292316
1340.2720873550841230.5441747101682460.727912644915877
1350.2416358017098900.4832716034197810.75836419829011
1360.2193882203966630.4387764407933260.780611779603337
1370.2499627285021380.4999254570042760.750037271497862
1380.2557517406035620.5115034812071240.744248259396438
1390.2716357294093380.5432714588186770.728364270590662
1400.2128619426413840.4257238852827680.787138057358616
1410.1614101141545920.3228202283091840.838589885845408
1420.1178495881841480.2356991763682960.882150411815852
1430.1365698955056850.2731397910113700.863430104494315
1440.1249000087882240.2498000175764480.875099991211776
1450.1082675864647610.2165351729295230.891732413535239
1460.1949193323427840.3898386646855680.805080667657216
1470.1617518446079490.3235036892158970.838248155392051
1480.09642425972723260.1928485194544650.903575740272767
1490.05992754753323360.1198550950664670.940072452466766


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