Multiple Linear Regression - Estimated Regression Equation
ConcernoverMistakes[t] = -3.51982791979792 + 0.80219509259368Doubtsaboutactions[t] + 0.237772147402074ParentalExpectations[t] + 0.199799804513788ParentalCriticism[t] + 0.570049530182517PersonalStandards[t] -0.101186974696885Organization[t] + 0.0862460960673614Date[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)-3.519827919797923.401621-1.03480.3024290.151215
Doubtsaboutactions0.802195092593680.1305356.145500
ParentalExpectations0.2377721474020740.1333751.78270.0766250.038313
ParentalCriticism0.1997998045137880.1685791.18520.2377890.118894
PersonalStandards0.5700495301825170.0958715.94600
Organization-0.1011869746968850.103962-0.97330.3319490.165974
Date0.08624609606736140.0836431.03110.3041230.152061


Multiple Linear Regression - Regression Statistics
Multiple R0.641321426439313
R-squared0.411293172010155
Adjusted R-squared0.388054744589504
F-TEST (value)17.6988384181558
F-TEST (DF numerator)6
F-TEST (DF denominator)152
p-value1.77635683940025e-15
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation4.47678556971189
Sum Squared Residuals3046.32457365145


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
12423.86056813043100.139431869569033
22520.57730549925934.42269450074065
31721.5919252118305-4.59192521183048
41818.7587659490315-0.758765949031489
51818.3402261673098-0.340226167309837
61618.6193930925681-2.61939309256809
72019.98336411702710.0166358829728929
81621.5350527757072-5.53505277570717
91821.4631170122305-3.46311701223051
101719.7527969893710-2.75279698937095
112321.55504625886121.44495374113882
123021.52216379629288.47783620370725
132314.43957666939018.56042333060994
141818.2893436363958-0.289343636395836
151521.093204675671-6.093204675671
161217.3890507676845-5.38905076768451
172118.93164051547192.0683594845281
181514.74053556535090.259464434649100
192019.31352119034710.686478809652938
203125.98693448900175.01306551099829
212724.94795620952582.05204379047416
223426.86148995336087.13851004663916
232119.45334928956241.54665071043756
243120.741813660777310.2581863392227
251919.2071647172790-0.207164717278953
261620.0663643229551-4.06636432295509
272021.4092590623724-1.40925906237244
282118.11281700001462.88718299998545
292221.77756806783020.222431932169756
301719.3247531517176-2.32475315171763
312420.27888639706923.72111360293076
322530.3059887280548-5.30598872805481
332626.4144858541636-0.414485854163608
342523.98270706866711.01729293133295
351722.7877636948086-5.7877636948086
363227.67581599745204.32418400254796
373323.49953890308879.50046109691133
381321.7534861717418-8.75348617174182
393227.64048214938374.35951785061625
402525.683712797888-0.68371279788799
412926.89567786760342.10432213239659
422221.87207330320860.127926696791388
431817.04881775486420.951182245135789
441721.5484183799576-4.54841837995761
452022.1796756279301-2.17967562793008
461520.3991668300307-5.39916683003065
472022.0775609807837-2.07756098078366
483328.07019444827344.92980555172664
492922.08517039255176.91482960744828
502326.4853856448168-3.48538564481679
512623.19345066318222.8065493368178
521818.9015902045311-0.901590204531086
532018.72898786815471.27101213184529
541111.6583714407624-0.658371440762435
552828.8854522053579-0.885452205357942
562623.31458429196892.68541570803107
572222.3367181200141-0.336718120014052
581720.1741084337227-3.17410843372266
591215.5606877917405-3.56068779174054
601420.8579280898601-6.85792808986007
611720.7965977209629-3.7965977209629
622121.3383525221142-0.338352522114174
631922.9755667604299-3.97556676042985
641823.1554764764262-5.1554764764262
651017.9139477465805-7.91394774658054
662924.37288408368214.62711591631793
673118.517918590785212.4820814092148
681922.9494665531863-3.94946655318628
69920.0801867320795-11.0801867320795
702022.5334654844169-2.53346548441691
712817.618165822702210.3818341772978
721918.17590702857530.824092971424678
733023.11887577901986.88112422098022
742927.06832518917631.93167481082375
752621.48056427981034.51943572018973
762319.60978888316763.39021111683237
771322.8220434233118-9.82204342331182
782122.7260613039473-1.7260613039473
791921.6392875665233-2.63928756652331
802822.99921719035155.0007828096485
812325.6990668127033-2.69906681270327
821813.94715290135894.05284709864114
832120.78071471087770.219285289122339
842021.9027736234381-1.90277362343807
852320.17715596809622.82284403190378
862120.94595793283250.0540420671674767
872121.975599675296-0.975599675295992
881523.0921517003760-8.09215170037595
892827.33947231769410.660527682305897
901917.78608658417371.21391341582635
912621.36665012977574.63334987022435
921013.4607608633575-3.46076086335755
931617.2729916761398-1.27299167613976
942221.25103784747560.748962152524445
951919.018595030268-0.0185950302680159
963128.96984301261462.03015698738542
973125.349851265515.65014873449002
982924.89850188966614.10149811033386
991917.64018711782991.35981288217015
1002219.08232811173322.91767188826684
1012322.60534571708370.394654282916301
1021516.4060466583112-1.40604665831122
1032021.5500254970352-1.55002549703520
1041819.7596694968344-1.75966949683442
1052322.34339310972750.656606890272511
1062521.05086314236743.9491368576326
1072116.76719562921964.23280437078044
1082419.65453005713714.34546994286288
1092525.4438763617897-0.44387636178969
1101719.7412141857369-2.74121418573691
1111314.7601678538999-1.76016785389988
1122818.48451871332289.51548128667724
1132120.44535895687710.554641043122917
1142528.3572189470004-3.35721894700041
115921.1498833511096-12.1498833511096
1161618.0827522300676-2.08275223006756
1171921.3209179157288-2.32091791572878
1181719.673934066056-2.67393406605600
1192524.74071582867150.259284171328542
1202015.65333744653014.34666255346995
1212921.91552641922877.08447358077128
1221419.1804626463191-5.18046264631912
1232227.1186267543289-5.11862675432893
1241515.9469104978874-0.946910497887429
1251925.678546178147-6.678546178147
1262022.2272585817625-2.22725858176251
1271517.8259316095974-2.82593160959743
1282022.2072133638070-2.20721336380696
1291820.6079859273857-2.60798592738574
1303325.85508467664997.14491532335009
1312224.0916528697276-2.09165286972755
1321616.7861339580460-0.78613395804597
1331719.4333742348957-2.43337423489572
1341615.40914831616220.590851683837825
1352117.38595510124593.61404489875412
1362627.8959994437931-1.89599944379313
1371821.4066502846375-3.40665028463755
1381823.2900346362305-5.29003463623053
1391718.730425396788-1.730425396788
1402225.0213323802660-3.02133238026604
1413024.98224831747775.01775168252226
1423027.61509220473662.38490779526337
1432430.0112772165830-6.01127721658304
1442122.3577310898782-1.35773108987824
1452125.6723342155531-4.67233421555315
1462927.73111175768911.26888824231090
1473123.50761422060657.49238577939346
1482019.29999663173960.700003368260428
1491614.37513237903971.62486762096026
1502219.24046786471102.75953213528904
1512020.7430797570986-0.743079757098599
1522827.60942351317950.390576486820503
1533826.931821760135811.0681782398642
1542219.56915610270942.43084389729058
1552026.0395296572432-6.03952965724324
1561718.4207011830354-1.42070118303538
1572824.90241868704913.09758131295087
1582224.5994327781874-2.59943277818742
1593126.59427786720804.40572213279196


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.1048758609616370.2097517219232730.895124139038363
110.349409671690860.698819343381720.65059032830914
120.7494107713918360.5011784572163280.250589228608164
130.7436983164925610.5126033670148780.256301683507439
140.7223518726252480.5552962547495040.277648127374752
150.7086242555470020.5827514889059970.291375744452998
160.6291041215314890.7417917569370220.370895878468511
170.5630648410825660.8738703178348680.436935158917434
180.5291676208832080.9416647582335840.470832379116792
190.4706042391956740.9412084783913490.529395760804326
200.4982570927948990.9965141855897970.501742907205101
210.4303065396440200.8606130792880410.56969346035598
220.4144544985495010.8289089970990010.585545501450499
230.3735707292399940.7471414584799880.626429270760006
240.5348184443628890.9303631112742220.465181555637111
250.4859802383995430.9719604767990850.514019761600457
260.4943758304786940.9887516609573880.505624169521306
270.4266534817181090.8533069634362180.573346518281891
280.3698486683886820.7396973367773630.630151331611319
290.3076212847909430.6152425695818870.692378715209057
300.2637988691503150.527597738300630.736201130849685
310.2635620757582990.5271241515165990.7364379242417
320.3647377020503250.729475404100650.635262297949675
330.3132653140063660.6265306280127320.686734685993634
340.2862256791887570.5724513583775130.713774320811243
350.3129716647911150.6259433295822290.687028335208886
360.2834097023970350.5668194047940710.716590297602965
370.4071637162447520.8143274324895030.592836283755248
380.6788605735055250.6422788529889510.321139426494475
390.6700522718206650.659895456358670.329947728179335
400.6283062084793150.743387583041370.371693791520685
410.5979463096533460.8041073806933090.402053690346654
420.5451874151302070.9096251697395850.454812584869793
430.492347039892260.984694079784520.50765296010774
440.4758569248682570.9517138497365130.524143075131743
450.4658832706319370.9317665412638730.534116729368063
460.5193118106003840.961376378799230.480688189399615
470.4851170838783770.9702341677567540.514882916121623
480.4696390106785570.9392780213571140.530360989321443
490.5190768824552180.9618462350895630.480923117544782
500.4941312128310060.9882624256620120.505868787168994
510.4619361669223200.9238723338446410.53806383307768
520.415933503681670.831867007363340.58406649631833
530.3715799135297040.7431598270594080.628420086470296
540.3353614704640770.6707229409281540.664638529535923
550.2995203451300290.5990406902600580.700479654869971
560.2713277813461320.5426555626922640.728672218653868
570.233348978802750.46669795760550.76665102119725
580.2129634185890050.4259268371780110.787036581410995
590.2024088143647880.4048176287295760.797591185635212
600.2674667724100460.5349335448200930.732533227589954
610.2633230599696050.526646119939210.736676940030395
620.2257780137545290.4515560275090570.774221986245471
630.2154184926585940.4308369853171890.784581507341406
640.2594215455797770.5188430911595550.740578454420223
650.343387436871070.686774873742140.65661256312893
660.3413577551060340.6827155102120680.658642244893966
670.6558265301523350.688346939695330.344173469847665
680.652575937447010.694848125105980.34742406255299
690.8439417666362640.3121164667274720.156058233363736
700.827561403504720.3448771929905610.172438596495281
710.9250237396411740.1499525207176510.0749762603588256
720.9073265199819290.1853469600361420.0926734800180708
730.93008456823940.1398308635212000.0699154317606001
740.9167000533366460.1665998933267080.0832999466633541
750.9186805877026930.1626388245946130.0813194122973067
760.9116635569074440.1766728861851130.0883364430925563
770.9650655235275980.06986895294480460.0349344764724023
780.9568096882002340.08638062359953170.0431903117997659
790.9490956865921990.1018086268156020.0509043134078010
800.951188638314220.09762272337155990.0488113616857799
810.9429277707923970.1141444584152060.0570722292076029
820.9413494072356240.1173011855287530.0586505927643763
830.9262677980242470.1474644039515060.073732201975753
840.9122271579811990.1755456840376030.0877728420188013
850.9011005636872480.1977988726255040.0988994363127519
860.882359458315410.2352810833691800.117640541684590
870.8591125221682170.2817749556635670.140887477831783
880.9124396216154380.1751207567691250.0875603783845623
890.8949061919235140.2101876161529710.105093808076486
900.8725306842898750.2549386314202500.127469315710125
910.8718413760307710.2563172479384580.128158623969229
920.8624833176264550.275033364747090.137516682373545
930.839491096501250.3210178069974990.160508903498749
940.8096927610676820.3806144778646360.190307238932318
950.7752189552353170.4495620895293650.224781044764683
960.7429085640697560.5141828718604890.257091435930244
970.7623192648092980.4753614703814050.237680735190702
980.7633188149520380.4733623700959250.236681185047962
990.7264185102960560.5471629794078880.273581489703944
1000.7016522334897890.5966955330204220.298347766510211
1010.6605856458297660.6788287083404680.339414354170234
1020.6209118342062960.7581763315874070.379088165793704
1030.5802720963936370.8394558072127250.419727903606363
1040.5375536181327430.9248927637345130.462446381867257
1050.4943399698787990.9886799397575980.505660030121201
1060.4752007652037590.9504015304075180.524799234796241
1070.4732703759130970.9465407518261940.526729624086903
1080.4953968296014170.9907936592028340.504603170398583
1090.4505338818898660.9010677637797320.549466118110134
1100.4166742772590480.8333485545180950.583325722740952
1110.3733414161357890.7466828322715780.626658583864211
1120.6740007325384920.6519985349230160.325999267461508
1130.6918987959458810.6162024081082370.308101204054119
1140.6662495684112890.6675008631774220.333750431588711
1150.8382797214882510.3234405570234970.161720278511749
1160.8090878120228280.3818243759543440.190912187977172
1170.787147917977430.4257041640451410.212852082022570
1180.7552936973779460.4894126052441080.244706302622054
1190.7203689273278970.5592621453442070.279631072672103
1200.7533706610051520.4932586779896960.246629338994848
1210.8128792441760.3742415116480010.187120755824000
1220.795188620172210.4096227596555790.204811379827789
1230.7784721819534620.4430556360930770.221527818046538
1240.732505095004670.534989809990660.26749490499533
1250.7360545151279710.5278909697440580.263945484872029
1260.7019748568579410.5960502862841180.298025143142059
1270.695455398824990.609089202350020.30454460117501
1280.658745215959970.6825095680800610.341254784040031
1290.6252264899421380.7495470201157230.374773510057861
1300.7013014938245720.5973970123508550.298698506175428
1310.6454435796065050.709112840786990.354556420393495
1320.580195352007140.839609295985720.41980464799286
1330.5776986339438080.8446027321123850.422301366056192
1340.5149284302297530.9701431395404940.485071569770247
1350.4894829725732360.9789659451464720.510517027426764
1360.4502680634866990.9005361269733990.549731936513301
1370.4397529642263140.8795059284526270.560247035773686
1380.4801921101796670.9603842203593340.519807889820333
1390.4075583788353990.8151167576707980.592441621164601
1400.3334088985031800.6668177970063590.66659110149682
1410.4342477901219720.8684955802439440.565752209878028
1420.3784657868545920.7569315737091850.621534213145408
1430.3042791930412910.6085583860825820.695720806958709
1440.2284412875014210.4568825750028410.771558712498579
1450.2804385956586070.5608771913172140.719561404341393
1460.1942023049245820.3884046098491650.805797695075418
1470.2409472446658440.4818944893316870.759052755334156
1480.1491469663898500.2982939327796990.85085303361015
1490.07972754567026170.1594550913405230.920272454329738


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 level30.0214285714285714OK