Multiple Linear Regression - Estimated Regression Equation
Personal_Standards[t] = + 7.96604226904438 + 0.329539554855599Concern_over_Mistakes[t] -0.359820551945858Doubts_about_actions[t] + 0.188740986166916Parental_Expectations[t] + 0.0212197379128767Parental_Criticism[t] + 0.389772656468927Organization[t] -0.00400911738275322t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)7.966042269044382.3799023.34720.0010290.000514
Concern_over_Mistakes0.3295395548555990.0556875.917700
Doubts_about_actions-0.3598205519458580.107409-3.350.0010190.00051
Parental_Expectations0.1887409861669160.1013821.86170.0645790.032289
Parental_Criticism0.02121973791287670.1289020.16460.8694620.434731
Organization0.3897726564689270.0740015.267100
t-0.004009117382753220.006096-0.65760.5117740.255887


Multiple Linear Regression - Regression Statistics
Multiple R0.60733895095595
R-squared0.368860601348274
Adjusted R-squared0.343947204033075
F-TEST (value)14.8057126325052
F-TEST (DF numerator)6
F-TEST (DF denominator)152
p-value2.75446332409501e-13
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation3.41561362661657
Sum Squared Residuals1773.29529984198


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
12423.29837151193670.701628488063308
22522.69420273952112.30579726047886
33024.51993511762995.48006488237011
41920.5858100273213-1.58581002732132
52220.8606942020931.139305797907
62223.3332519599708-1.33325195997085
72522.83591023622922.16408976377076
82319.74336988699273.25663011300733
91719.0929718105762-2.09297181057615
102121.9165848536408-0.916584853640787
111923.0752389807623-4.07523898076228
121923.7342338570091-4.7342338570091
131523.4781157584617-8.47811575846172
141617.4275376017424-1.42753760174238
152319.71187995318813.28812004681191
162724.24671696668932.75328303331074
172221.26493260408910.735067395910915
181416.8815876921881-2.88158769218814
192224.3137744057991-2.31377440579912
202324.3015654059286-1.3015654059286
212321.83446478081931.16553521918073
222124.7512657180051-3.75126571800509
231922.6592344387476-3.65923443874758
241824.0700007888973-6.07000078889733
252023.3285829375965-3.32858293759651
262322.63250986818940.367490131810631
272523.52317920454451.47682079545548
281923.5348868834222-4.53488688342216
292424.0368676229268-0.0368676229268332
302221.75527855902670.24472144097329
312525.2818977678332-0.281897767833187
322623.41050786591732.58949213408274
332922.96308800726426.03691199273581
343225.34740314497026.65259685502984
352521.77431081758143.22568918241862
362924.56992733868234.43007266131772
372825.13546991000872.86453008999129
381717.2865701563726-0.286570156372563
392826.26407887142121.73592112857875
402923.10452091995245.89547908004765
412627.6235426441229-1.62354264412289
422523.60726712461721.39273287538279
431419.7541645453067-5.75416454530668
442522.2441541362562.75584586374397
452621.80015642823144.19984357176864
462020.3970947317837-0.397094731783661
471821.5400320626448-3.54003206264476
483224.79145327589877.2085467241013
492525.1274579247346-0.127457924734564
502521.84986915041863.15013084958137
512320.95560451537612.04439548462388
522122.2400886775895-1.2400886775895
532024.0944287438478-4.09442874384779
541516.669249094268-1.66924909426797
553026.84371548902493.15628451097511
562425.3699497214645-1.36994972146448
572624.34769872755911.65230127244095
582421.80181215395352.19818784604653
592221.4849353740580.515064625942027
601415.8014939418454-1.80149394184543
612422.28545946067091.71454053932907
622422.97509712672411.02490287327593
632423.36141914569390.6385808543061
642420.01895285445823.98104714554175
651918.54966030444860.450339695551411
663126.7980088003254.20199119967499
672226.6350456957499-4.63504569574993
682721.52490537108125.47509462891882
691917.73664668890821.26335331109178
702522.30839424082142.69160575917856
712025.0183664969683-5.01836649696831
722121.5122305319075-0.512230531907486
732727.4773598801703-0.477359880170346
742324.4242323611766-1.42423236117657
752525.6977515557749-0.697751555774888
762022.2624291133288-2.26242911332878
772119.22913437582351.77086562417652
782222.4437103446138-0.443710344613848
792322.9533017172840.0466982827160098
802524.070344032940.929655967060008
812523.37291771943781.62708228056219
821723.7900811387154-6.79008113871542
831921.4341587206824-2.43415872068244
842523.92810000349191.07189999650813
851922.3070776295078-3.30707762950784
862023.1065004540058-3.10650045400576
872622.47616748190853.52383251809147
882320.69067935135822.30932064864182
892724.41042228635312.58957771364688
901720.866923512635-3.86692351263496
911723.2984287511115-6.29842875111146
921920.0852863307246-1.0852863307246
931719.6773398225854-2.6773398225854
942221.99473627178970.00526372821030941
952123.4202526440523-2.42025264405233
963228.55097431401693.44902568598311
972124.613423111583-3.61342311158302
982124.2893290728572-3.28932907285723
991821.190662008136-3.19066200813604
1001821.2458664145162-3.24586641451617
1012322.77086361308650.22913638691355
1021920.5588978025442-1.55889780254423
1032020.940147928023-0.940147928023035
1042122.2205522470208-1.22055224702084
1052023.6787622428558-3.67876224285575
1061718.7709163550548-1.77091635505484
1071820.2409161325215-2.24091613252154
1081920.7160419870612-1.71604198706124
1092221.97980731386510.0201926861349339
1101518.6671601095724-3.66716010957239
1111418.7455905094174-4.74559050941742
1121826.4946006314453-8.49460063144532
1132421.28231736311642.71768263688361
1143523.485637923197311.5143620768027
1152919.02004255721539.97995744278472
1162121.8093283797562-0.809328379756241
1172520.4344756245494.56552437545097
1182018.36878055490931.63121944509066
1192223.0665946336186-1.06659463361856
1201316.7795645839044-3.7795645839044
1212623.06062438227552.93937561772454
1221716.78225014781840.217749852181625
1232519.9667747068355.03322529316504
1242020.537521377052-0.537521377052011
1251917.93252556598811.06747443401194
1262122.4367842714509-1.4367842714509
1272220.84824583727671.15175416272327
1282422.46563808909071.53436191090932
1292122.7498131103562-1.74981311035621
1302625.27239975514150.727600244858548
1312420.43564978097473.56435021902534
1321620.0909622078513-4.09096220785127
1332322.11295572776320.887044272236801
1341820.5712079278172-2.57120792781722
1351622.146357390973-6.146357390973
1362623.87317910072282.12682089927719
1371918.85850139057060.141498609429415
1382116.73830442975684.26169557024325
1392121.9427962002931-0.942796200293108
1402218.36430714089023.63569285910977
1412319.59591934378523.40408065621478
1422924.583398236964.41660176304003
1432119.11610506355581.8838949364442
1442119.69358108669461.30641891330536
1452321.64439604941221.35560395058783
1462722.73824242140864.26175757859139
1472525.1592981257536-0.159298125753552
1482120.74524116860090.254758831399108
1491016.9258456985059-6.92584569850592
1502022.3860047677318-2.38600476773182
1512622.2748397091083.72516029089205
1522423.37079256891680.629207431083177
1532931.3326302350857-2.33263023508568
1541918.8070875428520.192912457147973
1552421.82352354600942.1764764539906
1561920.4705844558619-1.47058445586195
1572423.12668315506020.873316844939805
1582221.52311536804530.47688463195473
1591723.5082376477324-6.5082376477324


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.3051447322949120.6102894645898230.694855267705089
110.3473011954127330.6946023908254650.652698804587267
120.2507095454228780.5014190908457560.749290454577122
130.3442948766753240.6885897533506480.655705123324676
140.2639392160078870.5278784320157750.736060783992113
150.5328737315774630.9342525368450730.467126268422537
160.4698705627897650.939741125579530.530129437210235
170.4929797695456160.9859595390912320.507020230454384
180.4664732403314040.9329464806628070.533526759668596
190.3831949303952450.766389860790490.616805069604755
200.4887115309540480.9774230619080960.511288469045952
210.5406729702826650.9186540594346690.459327029717335
220.4767067492909840.9534134985819680.523293250709016
230.416106462561340.832212925122680.58389353743866
240.4177517265528370.8355034531056730.582248273447163
250.3626249882528930.7252499765057870.637375011747107
260.3222921749468790.6445843498937580.677707825053121
270.3059485337334710.6118970674669420.694051466266529
280.2834336663747240.5668673327494480.716566333625276
290.2568160346382340.5136320692764690.743183965361766
300.2126062655387410.4252125310774810.78739373446126
310.1842313782705350.368462756541070.815768621729465
320.248961586650290.497923173300580.75103841334971
330.4215850995212270.8431701990424540.578414900478773
340.6562484000634360.6875031998731270.343751599936564
350.6247781760676960.7504436478646070.375221823932304
360.6598449473386630.6803101053226750.340155052661337
370.636468429941090.727063140117820.36353157005891
380.6085727669250430.7828544661499130.391427233074957
390.5672989260597790.8654021478804420.432701073940221
400.617406331102760.765187337794480.38259366889724
410.5962516170276150.807496765944770.403748382972385
420.5439021164388280.9121957671223430.456097883561171
430.6711497789278360.6577004421443270.328850221072163
440.6371213016072720.7257573967854550.362878698392728
450.6343906038294070.7312187923411870.365609396170593
460.5918461846772950.816307630645410.408153815322705
470.5998885181090210.8002229637819570.400111481890979
480.686502943430890.6269941131382210.31349705656911
490.6511906417973280.6976187164053450.348809358202672
500.6318402789978950.736319442004210.368159721002105
510.5937994922180660.8124010155638690.406200507781934
520.5623811859864780.8752376280270440.437618814013522
530.6114206514407540.7771586971184910.388579348559246
540.5813626258920050.837274748215990.418637374107995
550.6186962037459910.7626075925080180.381303796254009
560.590886086038340.818227827923320.40911391396166
570.5486595991315760.9026808017368480.451340400868424
580.5146318859199360.9707362281601290.485368114080064
590.468161156796890.9363223135937810.53183884320311
600.428344827522360.856689655044720.57165517247764
610.390583398376660.781166796753320.60941660162334
620.3514216906724360.7028433813448710.648578309327564
630.3111095329842170.6222190659684340.688890467015783
640.3308969829957880.6617939659915760.669103017004212
650.2905633689201940.5811267378403880.709436631079806
660.3023174620863120.6046349241726240.697682537913688
670.3788306921100570.7576613842201150.621169307889943
680.4489743354900280.8979486709800550.551025664509972
690.4107237662347050.8214475324694090.589276233765295
700.3940750053608480.7881500107216970.605924994639152
710.4721031219225030.9442062438450060.527896878077497
720.4286827980441170.8573655960882330.571317201955883
730.3905751278238430.7811502556476870.609424872176156
740.3560603274574520.7121206549149030.643939672542548
750.3266880802097570.6533761604195140.673311919790243
760.3008870029247420.6017740058494850.699112997075258
770.2820832237670130.5641664475340250.717916776232987
780.2460283227579890.4920566455159790.75397167724201
790.2136140183607870.4272280367215730.786385981639213
800.1897617586588990.3795235173177980.8102382413411
810.1713883137159420.3427766274318840.828611686284058
820.2611402588100010.5222805176200020.738859741189999
830.2369248755163040.4738497510326070.763075124483697
840.210480319928580.4209606398571590.78951968007142
850.2058918678587650.411783735717530.794108132141235
860.1945777888700050.3891555777400110.805422211129995
870.21407542418910.42815084837820.7859245758109
880.2094120615725580.4188241231451170.790587938427442
890.2064562804700390.4129125609400780.793543719529961
900.2011589171330570.4023178342661150.798841082866943
910.2588088364192460.5176176728384930.741191163580754
920.2222892882000230.4445785764000450.777710711799977
930.1985491689985410.3970983379970810.80145083100146
940.1704379697745090.3408759395490180.829562030225491
950.1500106457393710.3000212914787420.849989354260629
960.1674661384603740.3349322769207480.832533861539626
970.1571727892441730.3143455784883460.842827210755827
980.1429186173726320.2858372347452630.857081382627368
990.1290954630129430.2581909260258850.870904536987057
1000.1180507489571750.236101497914350.881949251042825
1010.09750658419828220.1950131683965640.902493415801718
1020.07902519363739860.1580503872747970.920974806362601
1030.06283762009294810.1256752401858960.937162379907052
1040.04984855287881410.09969710575762820.950151447121186
1050.05094501777337280.1018900355467460.949054982226627
1060.04109537333602130.08219074667204260.958904626663979
1070.03627715224526530.07255430449053060.963722847754735
1080.03343709088586460.06687418177172910.966562909114135
1090.0266274074698380.0532548149396760.973372592530162
1100.02756617061127090.05513234122254190.97243382938873
1110.03857565824763240.07715131649526480.961424341752368
1120.2552142767876180.5104285535752370.744785723212381
1130.2690892318182090.5381784636364180.730910768181791
1140.6377199850075920.7245600299848160.362280014992408
1150.8833281573612060.2333436852775890.116671842638794
1160.8549621203791240.2900757592417520.145037879620876
1170.883004261319170.2339914773616610.11699573868083
1180.857817540390760.2843649192184790.142182459609239
1190.8386303898667670.3227392202664670.161369610133233
1200.8898202554576160.2203594890847680.110179744542384
1210.8662363754184910.2675272491630180.133763624581509
1220.8355907387856680.3288185224286640.164409261214332
1230.8444032084407510.3111935831184980.155596791559249
1240.8054841385822720.3890317228354560.194515861417728
1250.774778235809550.4504435283809010.22522176419045
1260.7390629410084360.5218741179831280.260937058991564
1270.6942201626701280.6115596746597430.305779837329872
1280.6451874940326520.7096250119346960.354812505967348
1290.5923266275604720.8153467448790560.407673372439528
1300.5432383169692020.9135233660615970.456761683030798
1310.5167643509920030.9664712980159930.483235649007997
1320.5417899727504940.9164200544990130.458210027249506
1330.4777963333875280.9555926667750550.522203666612472
1340.4492012310281170.8984024620562340.550798768971883
1350.7466912438374810.5066175123250380.253308756162519
1360.685006008837380.6299879823252410.314993991162621
1370.6744818654120160.6510362691759670.325518134587984
1380.6243874791220830.7512250417558340.375612520877917
1390.6506277308366940.6987445383266130.349372269163306
1400.5797244192121190.8405511615757610.420275580787881
1410.5216738583358490.9566522833283010.478326141664151
1420.4828077063851950.965615412770390.517192293614805
1430.5083982772405070.9832034455189870.491601722759493
1440.4520728532428270.9041457064856540.547927146757173
1450.3475505515068440.6951011030136890.652449448493156
1460.3131904900579390.6263809801158770.686809509942061
1470.2723325554926670.5446651109853340.727667444507333
1480.1748781587514660.3497563175029320.825121841248534
1490.3474358726632290.6948717453264590.65256412733677


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 level70.05OK