Multiple Linear Regression - Estimated Regression Equation
PersonalStandards[t] = + 19.3022138771629 -1.09313336363416Maand[t] -0.113100006049103DoubtsAboutActions[t] + 0.339616385684055ParentalExpectations[t] + 0.0926111824644223ParentalCriticism[t] + 0.440453149254567`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)19.302213877162916.1453951.19550.2337320.116866
Maand-1.093133363634161.594907-0.68540.4941350.247068
DoubtsAboutActions-0.1131000060491030.109722-1.03080.3042670.152134
ParentalExpectations0.3396163856840550.1094553.10280.0022840.001142
ParentalCriticism0.09261118246442230.1425980.64950.5170160.258508
`Organization `0.4404531492545670.0794125.546500


Multiple Linear Regression - Regression Statistics
Multiple R0.474394730418847
R-squared0.22505036024917
Adjusted R-squared0.199725208623326
F-TEST (value)8.88643683457784
F-TEST (DF numerator)5
F-TEST (DF denominator)153
p-value1.99000035228103e-07
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation3.77241020116043
Sum Squared Residuals2177.35504505035


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
12424.1795098324845-0.179509832484548
22521.46854013027423.53145986972578
33026.31111031586943.68888968413058
41922.3742892812773-3.37428928127728
52221.83672066228800.163279337712045
62225.8298297778066-3.82982977780658
72522.35743388407682.64256611592317
82321.13079955826041.86920044173959
91720.9749243330958-3.97492433309583
102123.2014001967891-2.20140019678911
111923.3374193334425-4.3374193334425
121921.3018108504035-2.30181085040347
131521.8179415431979-6.81794154319787
141617.7575307236066-1.75753072360659
152321.29341916012171.70658083987829
162725.71585891087141.28414108912863
172220.05209128480711.94790871519290
181417.2281876857233-3.22818768572335
192224.4587126084181-2.45871260841807
202322.38874470496290.611255295037128
212320.49317716913522.50682283086484
222122.5021610785487-1.50216107854872
231922.5610710923396-3.56107109233963
241821.0549559055449-3.05495590554492
252023.9361380556491-3.93613805564912
262323.9647022019788-0.964702201978801
272523.57376864853641.42623135146357
281923.1723694245616-4.17236942456159
292423.75076543235920.249234567640813
302222.4540827279138-0.454082727913754
312523.62523607465581.37476392534417
322624.72702958788911.27297041211090
332921.63108771549867.36891228450143
343223.20108382925248.79891617074764
352523.20947551953411.79052448046589
362921.62527659059757.37472340940249
372820.42896402382487.57103597617524
381720.789701968167-3.78970196816699
392823.92807858371874.07192141628131
402921.86777750654687.13222249345319
412627.0402814007282-1.04028140072818
422523.07153266099111.92846733900892
431420.5627189626342-6.5627189626342
442523.38032070250151.61967929749850
452621.50735592974134.49264407025867
462022.5016786018363-2.50167860183631
471823.0390969624646-5.03909696246455
483220.970570304186611.0294296958134
492522.18658870110942.81341129889056
502522.45875312435982.54124687564025
512319.20068238442333.79931761557669
522122.7401418564131-1.74014185641311
532024.3888544473823-4.38885444738228
541517.1476736365619-2.14767363656186
553026.27816008322573.72183991677432
562424.4900075784895-0.490007578489536
572623.94840129812772.05159870187229
582422.46634597039231.53365402960766
592222.6596278072516-0.659627807251618
601418.877533011766-4.87753301176601
612423.27320618813210.7267938118679
622422.78143587111921.21856412888078
632424.7492760241878-0.74927602418776
642421.02188747194492.9781125280551
651921.5691387680321-2.56913876803212
663123.85997803539697.14002196460313
672222.5136254767782-0.513625476778157
682721.75839879433355.24160120566654
691921.8637398451743-2.86373984517431
702522.61477860788542.38522139211458
712021.8797243814887-1.87972438148866
722121.1882283676420-0.188228367641955
732724.73250849443882.26749150556117
742323.9366205323615-0.936620532361526
752524.0142217977910.985778202209001
762021.3056824026003-1.30568240260031
772122.7694889961774-1.76948899617738
782223.1726857920983-1.17268579209834
792323.9238748131705-0.923874813170527
802521.7874295665613.21257043343902
812524.02084002454420.979159975455801
821723.6207317873855-6.6207317873855
831921.8595519254407-2.85955192544072
842524.39692977012730.603070229872721
851921.8597021838018-2.85970218380181
862023.7797962045867-3.77979620458670
872622.00959191728673.99040808271331
882323.3580584153883-0.358058415388266
892723.43406817727943.56593182272058
901721.2130712201359-4.21307122013588
911722.8538745975357-5.85387459753571
921921.6488539729445-2.64885397294445
931720.7768059906149-3.77680599061490
942221.69885604546910.30114395453094
952123.9071072834216-2.9071072834216
963226.93494034988735.06505965011267
972123.1607389171565-2.16073891715649
982123.374525428415-2.37452542841502
991821.326171226185-3.32617122618499
1001820.7643924897752-2.76439248977523
1012322.50975392458130.490246075418683
1021921.4597600558188-2.45976005581877
1032021.7790537270938-1.77905372709380
1042123.1764070859341-2.17640708593409
1052024.2225135516852-4.22251355168522
1061717.5931135497992-0.593113549799169
1071818.9982258638477-0.998225863847709
1081919.3009022637349-0.300902263734905
1092222.1499650828493-0.149965082849328
1101520.6680600134750-5.66806001347505
1111420.5583649337250-6.55836493372495
1121824.5821521350561-6.58215213505612
1132420.35041365578503.64958634421496
1143522.198701685226912.8012983147731
1152921.55835672996297.4416432700371
1162122.915024700753-1.915024700753
1172520.37299231043504.62700768956498
1182019.10760457606110.892395423938942
1192223.2861021656842-1.28610216568419
1201315.9400469299208-2.94004692992075
1212619.56450888752786.4354911124722
1221718.8977054678139-1.89770546781394
1232520.92944239865614.07055760134386
1242021.0707743326836-1.07077433268360
1251920.4854182139269-1.48541821392690
1262123.7715706234806-2.77157062348062
1272221.80356436123640.196435638763587
1282423.055231757140.944768242860016
1292124.2797921027057-3.27979210270568
1302622.27547858973813.72452141026189
1312420.48867288186483.51132711813518
1321621.4187824086494-5.41878240864941
1332323.0035982218449-0.00359822184492236
1341821.0234948262978-3.02349482629779
1351622.1865887011094-6.18658870110944
1362624.30898898410891.69101101589115
1371920.3407068702696-1.34070687026959
1382117.98808476461403.01191523538596
1392122.9458530449266-1.94585304492664
1402218.78671940124773.21328059875229
1412316.84387235903426.15612764096582
1422922.72400706173776.27599293826232
1432121.1950285543854-0.195028554385388
1442120.08562634430490.91437365569505
1452323.3827510095211-0.382751009521109
1462721.42360306345655.57639693654351
1472522.32856922102502.67143077897503
1482120.54610169124640.453898308753636
1491017.9877683970773-7.9877683970773
1502021.9558844017409-1.9558844017409
1512621.83843036678254.16156963321745
1522423.30690735680560.693092643194387
1532927.68014387927981.31985612072018
1541917.94871447179761.05128552820243
1552423.93211624509120.0678837549088088
1561921.5731764294046-2.57317642940462
1572421.83502544048352.16497455951646
1582222.6109070556886-0.610907055688576
1591723.3048333765549-6.30483337655489


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
90.5194814785923160.9610370428153680.480518521407684
100.4238752428868990.8477504857737980.576124757113101
110.3627647972268050.725529594453610.637235202773195
120.2439815985939860.4879631971879710.756018401406014
130.6072282872680340.7855434254639310.392771712731966
140.5048073016896890.9903853966206230.495192698310311
150.4722910650045650.944582130009130.527708934995435
160.3758984776095470.7517969552190930.624101522390453
170.3160395682529780.6320791365059560.683960431747022
180.3018940664321940.6037881328643880.698105933567806
190.2368810476969590.4737620953939170.763118952303041
200.2469533834175760.4939067668351510.753046616582424
210.2627917237131740.5255834474263490.737208276286826
220.2042451484587030.4084902969174060.795754851541297
230.1644555088605000.3289110177209990.8355444911395
240.1370962955583830.2741925911167670.862903704441617
250.1203409698393880.2406819396787770.879659030160612
260.08800163023335910.1760032604667180.911998369766641
270.06947008058729430.1389401611745890.930529919412706
280.0619906856211280.1239813712422560.938009314378872
290.0465716063882220.0931432127764440.953428393611778
300.03201229486848360.06402458973696730.967987705131516
310.02603452490667690.05206904981335370.973965475093323
320.02991790787708370.05983581575416740.970082092122916
330.06722343184393030.1344468636878610.93277656815607
340.2740742278311380.5481484556622750.725925772168862
350.2347297039714350.4694594079428710.765270296028565
360.3601690241911190.7203380483822380.639830975808881
370.4926193235979050.985238647195810.507380676402095
380.5600610613119440.8798778773761120.439938938688056
390.5905931327727420.8188137344545170.409406867227258
400.6907608973228790.6184782053542420.309239102677121
410.646374604893720.707250790212560.35362539510628
420.607695781312440.784608437375120.39230421868756
430.7073805502357060.5852388995285880.292619449764294
440.665557400142470.668885199715060.33444259985753
450.6763539320924910.6472921358150180.323646067907509
460.6557572174932760.6884855650134490.344242782506724
470.6842699221042560.6314601557914890.315730077895744
480.8904862606248580.2190274787502850.109513739375142
490.876350823929220.2472983521415590.123649176070779
500.8588357017102170.2823285965795660.141164298289783
510.8451456579355860.3097086841288280.154854342064414
520.8225983842660340.3548032314679320.177401615733966
530.8386006447322470.3227987105355060.161399355267753
540.8265128287041340.3469743425917330.173487171295866
550.870313477756180.2593730444876420.129686522243821
560.8446230316895640.3107539366208720.155376968310436
570.8212717791474720.3574564417050570.178728220852529
580.7925840338009380.4148319323981240.207415966199062
590.7599655551738920.4800688896522160.240034444826108
600.7847399528103270.4305200943793450.215260047189673
610.7489855294721310.5020289410557380.251014470527869
620.7135353811592330.5729292376815330.286464618840767
630.6773987785474360.6452024429051290.322601221452564
640.6586607273775450.682678545244910.341339272622455
650.6393871145458980.7212257709082030.360612885454102
660.7336531772966430.5326936454067150.266346822703357
670.6945931001994040.6108137996011920.305406899800596
680.7320615529413420.5358768941173160.267938447058658
690.72012933505210.5597413298958010.279870664947901
700.695717804027440.608564391945120.30428219597256
710.6644878982055950.6710242035888090.335512101794405
720.6214254542815240.7571490914369520.378574545718476
730.5940062362783030.8119875274433930.405993763721697
740.550573669638020.898852660723960.44942633036198
750.511508559190440.976982881619120.48849144080956
760.46981633595180.93963267190360.5301836640482
770.4371079836163150.874215967232630.562892016383685
780.3957988192085010.7915976384170030.604201180791499
790.3568779643948450.713755928789690.643122035605155
800.3481801927094300.6963603854188590.65181980729057
810.3099340775751640.6198681551503280.690065922424836
820.3933433081138560.7866866162277130.606656691886144
830.3724349951824910.7448699903649830.627565004817509
840.3308838893190770.6617677786381540.669116110680923
850.3141908394960310.6283816789920630.685809160503969
860.3110784003048280.6221568006096570.688921599695172
870.3217374235146390.6434748470292780.678262576485361
880.2819319175891380.5638638351782750.718068082410862
890.2788795988642850.557759197728570.721120401135715
900.2834642702431340.5669285404862690.716535729756866
910.3322045299249890.6644090598499780.667795470075011
920.3073468235454590.6146936470909180.692653176454541
930.3019084659495770.6038169318991530.698091534050423
940.2628226546847810.5256453093695620.737177345315219
950.2455497979088680.4910995958177360.754450202091132
960.2816383476749410.5632766953498810.71836165232506
970.2529255975090710.5058511950181420.747074402490929
980.2279256110349100.4558512220698210.77207438896509
990.2157103387940780.4314206775881560.784289661205922
1000.1972267821604990.3944535643209980.802773217839501
1010.1661147590784320.3322295181568640.833885240921568
1020.1467680604616000.2935361209231990.8532319395384
1030.1246386530211340.2492773060422690.875361346978866
1040.1076792493633850.215358498726770.892320750636615
1050.1128450132029840.2256900264059670.887154986797016
1060.09120968025848840.1824193605169770.908790319741512
1070.07429960800151930.1485992160030390.92570039199848
1080.05951207691321050.1190241538264210.94048792308679
1090.04629173492395220.09258346984790430.953708265076048
1100.06049810639257550.1209962127851510.939501893607424
1110.09530942846349120.1906188569269820.904690571536509
1120.1515749251074300.3031498502148600.84842507489257
1130.1416968075687310.2833936151374620.85830319243127
1140.5843658035692720.8312683928614570.415634196430728
1150.7243272323088850.5513455353822290.275672767691115
1160.6864861444296570.6270277111406850.313513855570343
1170.7361852547346360.5276294905307280.263814745265364
1180.6903301837721020.6193396324557960.309669816227898
1190.6509431598019190.6981136803961630.349056840198081
1200.652848622405790.694302755188420.34715137759421
1210.7271676201674480.5456647596651040.272832379832552
1220.6971683500859190.6056632998281610.302831649914081
1230.6928244285888090.6143511428223820.307175571411191
1240.6397624983920430.7204750032159140.360237501607957
1250.6665504761384390.6668990477231220.333449523861561
1260.6366360603363980.7267278793272040.363363939663602
1270.5792239449777980.8415521100444040.420776055022202
1280.5222324124047370.9555351751905260.477767587595263
1290.488390317861650.97678063572330.51160968213835
1300.4565535282662570.9131070565325150.543446471733743
1310.4545684776519430.9091369553038860.545431522348057
1320.4923846572948390.9847693145896780.507615342705161
1330.4250371089709650.850074217941930.574962891029035
1340.3990655978896040.7981311957792090.600934402110396
1350.526863963075580.946272073848840.47313603692442
1360.4646325087831070.9292650175662130.535367491216894
1370.437374375717380.874748751434760.56262562428262
1380.3861232781245230.7722465562490450.613876721875477
1390.337906655438570.675813310877140.66209334456143
1400.3044424189169890.6088848378339780.695557581083011
1410.4160170952761410.8320341905522820.583982904723859
1420.5409478801714970.9181042396570060.459052119828503
1430.6727666819284060.6544666361431880.327233318071594
1440.6090868812594630.7818262374810750.390913118740537
1450.50732141818920.98535716362160.4926785818108
1460.5130623016777550.973875396644490.486937698322245
1470.495347684055170.990695368110340.50465231594483
1480.3685358945454840.7370717890909690.631464105454516
1490.5623381708605150.8753236582789710.437661829139486
1500.4673201786676220.9346403573352450.532679821332378


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 level50.0352112676056338OK