Multiple Linear Regression - Estimated Regression Equation
PersonalStandards[t] = + 19.3022138771632 -1.09313336363418Maand[t] -0.113100006049102DoubtsAboutActions[t] + 0.339616385684055ParentalExpectations[t] + 0.0926111824644228ParentalCriticism[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)19.302213877163216.1453951.19550.2337320.116866
Maand-1.093133363634181.594907-0.68540.4941350.247068
DoubtsAboutActions-0.1131000060491020.109722-1.03080.3042670.152134
ParentalExpectations0.3396163856840550.1094553.10280.0022840.001142
ParentalCriticism0.09261118246442280.1425980.64950.5170160.258508
`Organization `0.4404531492545670.0794125.546500


Multiple Linear Regression - Regression Statistics
Multiple R0.474394730418846
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
12424.1795098324844-0.179509832484445
22521.46854013027423.53145986972577
33026.31111031586943.68888968413056
41922.3742892812773-3.3742892812773
52221.8367206622880.16327933771202
62225.8298297778066-3.82982977780661
72522.35743388407682.64256611592317
82321.13079955826041.86920044173958
91720.9749243330958-3.97492433309584
102123.2014001967891-2.20140019678910
111923.3374193334425-4.3374193334425
121921.3018108504035-2.30181085040347
131521.8179415431979-6.81794154319787
141617.7575307236066-1.75753072360659
152321.29341916012171.70658083987828
162725.71585891087141.28414108912864
172220.05209128480711.9479087151929
181417.2281876857234-3.22818768572335
192224.4587126084181-2.45871260841806
202322.38874470496290.611255295037127
212320.49317716913522.50682283086484
222122.5021610785487-1.50216107854872
231922.5610710923396-3.56107109233963
241821.0549559055449-3.05495590554492
252023.9361380556491-3.93613805564912
262323.9647022019788-0.9647022019788
272523.57376864853641.42623135146357
281923.1723694245616-4.17236942456159
292423.75076543235920.249234567640815
302222.4540827279138-0.454082727913752
312523.62523607465581.37476392534417
322624.72702958788911.27297041211089
332921.63108771549867.36891228450144
343223.20108382925248.79891617074765
352523.20947551953411.79052448046589
362921.62527659059757.37472340940248
372820.42896402382487.57103597617524
381720.789701968167-3.78970196816699
392823.92807858371874.07192141628131
402921.86777750654687.13222249345319
412627.0402814007282-1.04028140072818
422523.07153266099111.92846733900892
431420.5627189626342-6.5627189626342
442523.38032070250151.61967929749851
452621.50735592974134.49264407025867
462022.5016786018363-2.50167860183632
471823.0390969624646-5.03909696246455
483220.970570304186611.0294296958134
492522.18658870110942.81341129889056
502522.45875312435972.54124687564025
512319.20068238442333.79931761557668
522122.7401418564131-1.74014185641311
532024.3888544473823-4.38885444738228
541517.1476736365619-2.14767363656186
553026.27816008322573.72183991677432
562424.4900075784895-0.490007578489537
572623.94840129812772.05159870187229
582422.46634597039231.53365402960766
592222.6596278072516-0.659627807251617
601418.877533011766-4.87753301176601
612423.27320618813210.7267938118679
622422.78143587111921.21856412888078
632424.7492760241878-0.749276024187759
642421.02188747194492.97811252805510
651921.5691387680321-2.56913876803212
663123.85997803539697.14002196460312
672222.5136254767782-0.513625476778157
682721.75839879433355.24160120566654
691921.8637398451743-2.86373984517431
702522.61477860788542.38522139211458
712021.8797243814887-1.87972438148865
722121.1882283676420-0.188228367641955
732724.73250849443882.26749150556117
742323.9366205323615-0.936620532361528
752524.0142217977910.985778202209004
762021.3056824026003-1.30568240260031
772122.7694889961774-1.76948899617737
782223.1726857920983-1.17268579209834
792323.9238748131705-0.923874813170529
802521.78742956656103.21257043343902
812524.02084002454420.9791599754558
821723.6207317873855-6.6207317873855
831921.8595519254407-2.85955192544072
842524.39692977012730.603070229872722
851921.8597021838018-2.85970218380181
862023.7797962045867-3.7797962045867
872622.00959191728673.99040808271332
882323.3580584153883-0.35805841538827
892723.43406817727943.56593182272057
901721.2130712201359-4.21307122013588
911722.8538745975357-5.85387459753571
921921.6488539729445-2.64885397294445
931720.7768059906149-3.77680599061490
942221.69885604546910.301143954530942
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
1052024.2225135516852-4.22251355168523
1061717.5931135497992-0.593113549799169
1071818.9982258638477-0.998225863847708
1081919.3009022637349-0.300902263734906
1092222.1499650828493-0.149965082849330
1101520.6680600134750-5.66806001347505
1111420.5583649337250-6.55836493372495
1121824.5821521350561-6.58215213505612
1132420.35041365578503.64958634421495
1143522.198701685226912.8012983147731
1152921.55835672996297.4416432700371
1162122.915024700753-1.91502470075300
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
1251920.4854182139269-1.48541821392691
1262123.7715706234806-2.77157062348061
1272221.80356436123640.196435638763590
1282423.055231757140.944768242860015
1292124.2797921027057-3.27979210270568
1302622.27547858973813.72452141026189
1312420.48867288186483.51132711813517
1321621.4187824086494-5.41878240864941
1332323.0035982218449-0.00359822184492027
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
1432121.1950285543854-0.195028554385392
1442120.08562634430500.914373655695048
1452323.3827510095211-0.382751009521110
1462721.42360306345655.57639693654351
1472522.32856922102502.67143077897503
1482120.54610169124640.453898308753637
1491017.9877683970773-7.9877683970773
1502021.9558844017409-1.9558844017409
1512621.83843036678254.16156963321745
1522423.30690735680560.693092643194387
1532927.68014387927981.31985612072019
1541917.94871447179761.05128552820243
1552423.93211624509120.067883754908809
1561921.5731764294046-2.57317642940462
1572421.83502544048352.16497455951646
1582222.6109070556886-0.610907055688577
1591723.3048333765549-6.30483337655489


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
90.5194814785923160.9610370428153680.480518521407684
100.4238752428868990.8477504857737990.576124757113101
110.3627647972268060.7255295944536110.637235202773194
120.2439815985939850.487963197187970.756018401406015
130.6072282872680350.785543425463930.392771712731965
140.5048073016896880.9903853966206240.495192698310312
150.4722910650045650.944582130009130.527708934995435
160.3758984776095450.751796955219090.624101522390455
170.3160395682529780.6320791365059560.683960431747022
180.3018940664321940.6037881328643880.698105933567806
190.2368810476969590.4737620953939180.763118952303041
200.2469533834175750.493906766835150.753046616582425
210.2627917237131760.5255834474263520.737208276286824
220.2042451484587030.4084902969174060.795754851541297
230.16445550886050.3289110177210.8355444911395
240.1370962955583840.2741925911167670.862903704441616
250.1203409698393880.2406819396787770.879659030160612
260.0880016302333590.1760032604667180.91199836976664
270.0694700805872950.138940161174590.930529919412705
280.06199068562112830.1239813712422570.938009314378872
290.04657160638822210.09314321277644420.953428393611778
300.03201229486848380.06402458973696750.967987705131516
310.02603452490667700.05206904981335390.973965475093323
320.02991790787708360.05983581575416720.970082092122916
330.06722343184393030.1344468636878610.93277656815607
340.2740742278311370.5481484556622750.725925772168863
350.2347297039714340.4694594079428680.765270296028566
360.3601690241911210.7203380483822420.639830975808879
370.4926193235979030.9852386471958060.507380676402097
380.5600610613119460.8798778773761080.439938938688054
390.5905931327727410.8188137344545190.409406867227259
400.6907608973228780.6184782053542450.309239102677122
410.6463746048937190.7072507902125630.353625395106281
420.6076957813124390.7846084373751220.392304218687561
430.7073805502357070.5852388995285870.292619449764293
440.6655574001424720.6688851997150560.334442599857528
450.6763539320924910.6472921358150180.323646067907509
460.6557572174932750.688485565013450.344242782506725
470.6842699221042550.631460155791490.315730077895745
480.8904862606248580.2190274787502840.109513739375142
490.876350823929220.2472983521415580.123649176070779
500.8588357017102170.2823285965795660.141164298289783
510.8451456579355870.3097086841288260.154854342064413
520.8225983842660350.354803231467930.177401615733965
530.8386006447322480.3227987105355050.161399355267752
540.8265128287041340.3469743425917320.173487171295866
550.8703134777561790.2593730444876430.129686522243821
560.8446230316895630.3107539366208730.155376968310437
570.821271779147470.357456441705060.17872822085253
580.7925840338009380.4148319323981230.207415966199062
590.7599655551738920.4800688896522170.240034444826108
600.7847399528103260.4305200943793480.215260047189674
610.7489855294721310.5020289410557370.251014470527869
620.7135353811592320.5729292376815360.286464618840768
630.6773987785474350.645202442905130.322601221452565
640.6586607273775450.682678545244910.341339272622455
650.6393871145458960.7212257709082080.360612885454104
660.7336531772966410.5326936454067180.266346822703359
670.6945931001994060.6108137996011870.305406899800594
680.7320615529413420.5358768941173150.267938447058658
690.7201293350521010.5597413298957980.279870664947899
700.695717804027440.608564391945120.30428219597256
710.6644878982055930.6710242035888150.335512101794407
720.6214254542815280.7571490914369450.378574545718472
730.5940062362783050.811987527443390.405993763721695
740.5505736696380240.8988526607239530.449426330361976
750.5115085591904380.9769828816191230.488491440809562
760.4698163359517980.9396326719035950.530183664048202
770.4371079836163140.8742159672326270.562892016383686
780.3957988192084990.7915976384169980.604201180791501
790.3568779643948460.7137559287896920.643122035605154
800.3481801927094310.6963603854188610.65181980729057
810.3099340775751630.6198681551503250.690065922424837
820.3933433081138550.786686616227710.606656691886145
830.372434995182490.744869990364980.62756500481751
840.3308838893190760.6617677786381520.669116110680924
850.3141908394960310.6283816789920620.685809160503969
860.3110784003048260.6221568006096520.688921599695174
870.3217374235146380.6434748470292750.678262576485362
880.281931917589140.563863835178280.71806808241086
890.2788795988642880.5577591977285770.721120401135712
900.2834642702431360.5669285404862720.716535729756864
910.332204529924990.664409059849980.66779547007501
920.3073468235454590.6146936470909170.692653176454541
930.3019084659495770.6038169318991530.698091534050423
940.2628226546847820.5256453093695640.737177345315218
950.2455497979088690.4910995958177370.754450202091131
960.2816383476749400.5632766953498790.71836165232506
970.2529255975090730.5058511950181460.747074402490927
980.2279256110349100.4558512220698190.77207438896509
990.2157103387940780.4314206775881560.784289661205922
1000.1972267821604970.3944535643209950.802773217839503
1010.166114759078430.332229518156860.83388524092157
1020.1467680604615990.2935361209231980.853231939538401
1030.1246386530211350.249277306042270.875361346978865
1040.1076792493633840.2153584987267670.892320750636616
1050.1128450132029830.2256900264059670.887154986797017
1060.09120968025848860.1824193605169770.908790319741511
1070.07429960800151950.1485992160030390.92570039199848
1080.05951207691321030.1190241538264210.94048792308679
1090.04629173492395180.09258346984790350.953708265076048
1100.06049810639257520.1209962127851500.939501893607425
1110.09530942846349250.1906188569269850.904690571536507
1120.1515749251074310.3031498502148610.84842507489257
1130.1416968075687310.2833936151374610.85830319243127
1140.5843658035692740.8312683928614520.415634196430726
1150.7243272323088860.5513455353822290.275672767691114
1160.6864861444296560.6270277111406880.313513855570344
1170.7361852547346360.5276294905307280.263814745265364
1180.6903301837721030.6193396324557950.309669816227898
1190.6509431598019180.6981136803961640.349056840198082
1200.6528486224057890.6943027551884210.347151377594211
1210.7271676201674490.5456647596651020.272832379832551
1220.6971683500859180.6056632998281640.302831649914082
1230.6928244285888090.6143511428223820.307175571411191
1240.6397624983920420.7204750032159160.360237501607958
1250.6665504761384390.6668990477231220.333449523861561
1260.6366360603363990.7267278793272030.363363939663602
1270.5792239449777980.8415521100444040.420776055022202
1280.5222324124047370.9555351751905270.477767587595263
1290.4883903178616490.9767806357232980.511609682138351
1300.4565535282662560.9131070565325130.543446471733744
1310.4545684776519440.9091369553038880.545431522348056
1320.4923846572948390.9847693145896780.507615342705161
1330.4250371089709630.8500742179419260.574962891029037
1340.3990655978896050.798131195779210.600934402110395
1350.526863963075580.946272073848840.47313603692442
1360.4646325087831060.9292650175662120.535367491216894
1370.437374375717380.874748751434760.56262562428262
1380.3861232781245230.7722465562490460.613876721875477
1390.3379066554385690.6758133108771390.662093344561431
1400.3044424189169890.6088848378339780.695557581083011
1410.416017095276140.832034190552280.58398290472386
1420.5409478801714980.9181042396570050.459052119828502
1430.6727666819284060.6544666361431870.327233318071594
1440.6090868812594630.7818262374810750.390913118740537
1450.5073214181891990.9853571636216020.492678581810801
1460.5130623016777560.9738753966444870.486937698322244
1470.495347684055170.990695368110340.50465231594483
1480.3685358945454840.7370717890909670.631464105454516
1490.5623381708605140.8753236582789720.437661829139486
1500.4673201786676230.9346403573352450.532679821332377


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