Multiple Linear Regression - Estimated Regression Equation
PersonalStandards[t] = + 7.96604226904438 + 0.329539554855599ConcernoverMistakes[t] -0.359820551945857Doubtsaboutactions[t] + 0.188740986166915ParentalExpectations[t] + 0.0212197379128775ParentalCriticism[t] + 0.389772656468926Organization[t] -0.00400911738275325t + 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
ConcernoverMistakes0.3295395548555990.0556875.917700
Doubtsaboutactions-0.3598205519458570.107409-3.350.0010190.00051
ParentalExpectations0.1887409861669150.1013821.86170.0645790.032289
ParentalCriticism0.02121973791287750.1289020.16460.8694620.434731
Organization0.3897726564689260.0740015.267100
t-0.004009117382753250.006096-0.65760.5117740.255887


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-value2.75557354711964e-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
12423.29837151193660.70162848806344
22522.69420273952112.30579726047887
33024.51993511762995.4800648823701
41920.5858100273213-1.58581002732133
52220.8606942020931.13930579790698
62223.3332519599709-1.33325195997087
72522.83591023622922.16408976377076
82319.74336988699273.25663011300733
91719.0929718105762-2.09297181057616
102121.9165848536408-0.91658485364079
111923.0752389807623-4.07523898076229
121923.7342338570091-4.7342338570091
131523.4781157584617-8.47811575846172
141617.4275376017424-1.42753760174238
152319.71187995318813.28812004681191
162724.24671696668932.75328303331074
172221.26493260408910.73506739591091
181416.8815876921881-2.88158769218814
192224.3137744057991-2.31377440579911
202324.3015654059286-1.30156540592860
212321.83446478081931.16553521918072
222124.7512657180051-3.75126571800509
231922.6592344387476-3.65923443874758
241824.0700007888973-6.07000078889733
252023.3285829375965-3.32858293759652
262322.63250986818940.367490131810628
272523.52317920454451.47682079545548
281923.5348868834222-4.53488688342217
292424.0368676229268-0.0368676229268342
302221.75527855902670.244721440973291
312525.2818977678332-0.281897767833189
322623.41050786591732.58949213408273
332922.96308800726426.03691199273582
343225.34740314497026.65259685502984
352521.77431081758143.22568918241862
362924.56992733868234.43007266131771
372825.13546991000872.86453008999129
381717.2865701563726-0.286570156372563
392826.26407887142131.73592112857875
402923.10452091995245.89547908004764
412627.6235426441229-1.62354264412289
422523.60726712461721.39273287538279
431419.7541645453067-5.75416454530668
442522.24415413625602.75584586374397
452621.80015642823144.19984357176864
462020.3970947317837-0.397094731783665
471821.5400320626448-3.54003206264476
483224.79145327589877.2085467241013
492525.1274579247346-0.127457924734565
502521.84986915041863.15013084958137
512320.95560451537612.04439548462387
522122.2400886775895-1.24008867758950
532024.0944287438478-4.0944287438478
541516.6692490942680-1.66924909426796
553026.84371548902493.1562845109751
562425.3699497214645-1.36994972146448
572624.34769872755911.65230127244095
582421.80181215395352.19818784604654
592221.48493537405800.515064625942025
601415.8014939418454-1.80149394184544
612422.28545946067091.71454053932907
622422.97509712672411.02490287327593
632423.36141914569390.638580854306098
642420.01895285445823.98104714554175
651918.54966030444860.450339695551412
663126.7980088003254.20199119967499
672226.6350456957499-4.63504569574993
682721.52490537108125.47509462891882
691917.73664668890821.26335331109178
702522.30839424082142.69160575917856
712025.0183664969683-5.01836649696831
722121.5122305319075-0.512230531907487
732727.4773598801703-0.477359880170346
742324.4242323611766-1.42423236117657
752525.6977515557749-0.697751555774884
762022.2624291133288-2.26242911332878
772119.22913437582351.77086562417652
782222.4437103446138-0.443710344613850
792322.9533017172840.0466982827160052
802524.070344032940.92965596706001
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
882320.69067935135822.30932064864181
892724.41042228635312.58957771364688
901720.8669235126350-3.86692351263496
911723.2984287511115-6.29842875111146
921920.0852863307246-1.08528633072460
931719.6773398225854-2.6773398225854
942221.99473627178970.00526372821031451
952123.4202526440523-2.42025264405233
963228.55097431401693.44902568598311
972124.613423111583-3.61342311158302
982124.2893290728572-3.28932907285723
991821.1906620081360-3.19066200813604
1001821.2458664145162-3.24586641451617
1012322.77086361308650.22913638691355
1021920.5588978025442-1.55889780254422
1032020.9401479280230-0.940147928023032
1042122.2205522470208-1.22055224702084
1052023.6787622428558-3.67876224285576
1061718.7709163550548-1.77091635505484
1071820.2409161325215-2.24091613252153
1081920.7160419870612-1.71604198706124
1092221.97980731386510.0201926861349317
1101518.6671601095724-3.66716010957239
1111418.7455905094174-4.74559050941741
1121826.4946006314453-8.49460063144532
1132421.28231736311642.71768263688361
1143523.485637923197311.5143620768027
1152919.02004255721539.97995744278472
1162121.8093283797562-0.809328379756237
1172520.4344756245494.56552437545098
1182018.36878055490931.63121944509066
1192223.0665946336186-1.06659463361856
1201316.7795645839044-3.7795645839044
1212623.06062438227552.93937561772454
1221716.78225014781840.217749852181626
1232519.96677470683505.03322529316504
1242020.537521377052-0.537521377052012
1251917.93252556598811.06747443401193
1262122.4367842714509-1.43678427145089
1272220.84824583727671.15175416272327
1282422.46563808909071.53436191090932
1292122.7498131103562-1.74981311035621
1302625.27239975514150.727600244858547
1312420.43564978097473.56435021902534
1321620.0909622078513-4.09096220785126
1332322.11295572776320.887044272236804
1341820.5712079278172-2.57120792781721
1351622.146357390973-6.146357390973
1362623.87317910072282.12682089927719
1371918.85850139057060.141498609429418
1382116.73830442975674.26169557024325
1392121.9427962002931-0.942796200293108
1402218.36430714089023.63569285910977
1412319.59591934378523.40408065621478
1422924.58339823696004.41660176304003
1432119.11610506355581.8838949364442
1442119.69358108669461.30641891330535
1452321.64439604941221.35560395058783
1462722.73824242140864.26175757859139
1472525.1592981257535-0.159298125753546
1482120.74524116860090.254758831399111
1491016.9258456985059-6.92584569850592
1502022.3860047677318-2.38600476773182
1512622.27483970910803.72516029089204
1522423.37079256891680.629207431083179
1532931.3326302350857-2.33263023508567
1541918.8070875428520.19291245714798
1552421.82352354600942.17647645399060
1561920.4705844558619-1.47058445586194
1572423.12668315506020.873316844939805
1582221.52311536804530.476884631954731
1591723.5082376477324-6.5082376477324


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.3051447322949120.6102894645898240.694855267705088
110.3473011954127330.6946023908254650.652698804587267
120.2507095454228780.5014190908457560.749290454577122
130.3442948766753230.6885897533506460.655705123324677
140.2639392160078860.5278784320157730.736060783992114
150.5328737315774650.934252536845070.467126268422535
160.4698705627897650.939741125579530.530129437210235
170.4929797695456170.9859595390912340.507020230454383
180.4664732403314050.932946480662810.533526759668595
190.3831949303952460.7663898607904910.616805069604754
200.4887115309540490.9774230619080980.511288469045951
210.5406729702826670.9186540594346660.459327029717333
220.4767067492909850.953413498581970.523293250709015
230.4161064625613410.8322129251226820.583893537438659
240.4177517265528380.8355034531056760.582248273447162
250.3626249882528930.7252499765057860.637375011747107
260.3222921749468790.6445843498937570.677707825053121
270.3059485337334730.6118970674669450.694051466266527
280.2834336663747250.566867332749450.716566333625275
290.2568160346382360.5136320692764710.743183965361764
300.2126062655387410.4252125310774810.78739373446126
310.1842313782705350.3684627565410710.815768621729465
320.248961586650290.497923173300580.75103841334971
330.4215850995212280.8431701990424570.578414900478772
340.6562484000634370.6875031998731270.343751599936563
350.6247781760676930.7504436478646140.375221823932307
360.6598449473386620.6803101053226760.340155052661338
370.6364684299410920.7270631401178160.363531570058908
380.6085727669250450.782854466149910.391427233074955
390.5672989260597780.8654021478804430.432701073940222
400.617406331102760.765187337794480.38259366889724
410.5962516170276150.807496765944770.403748382972385
420.5439021164388280.9121957671223430.456097883561172
430.6711497789278360.6577004421443280.328850221072164
440.6371213016072730.7257573967854530.362878698392727
450.6343906038294080.7312187923411840.365609396170592
460.5918461846772950.816307630645410.408153815322705
470.599888518109020.800222963781960.40011148189098
480.686502943430890.626994113138220.31349705656911
490.6511906417973290.6976187164053410.348809358202671
500.6318402789978940.7363194420042110.368159721002106
510.5937994922180660.8124010155638690.406200507781934
520.5623811859864790.8752376280270420.437618814013521
530.6114206514407530.7771586971184940.388579348559247
540.5813626258920060.8372747482159870.418637374107994
550.6186962037459880.7626075925080240.381303796254012
560.590886086038340.818227827923320.40911391396166
570.5486595991315760.9026808017368470.451340400868424
580.5146318859199350.970736228160130.485368114080065
590.4681611567968910.9363223135937810.531838843203109
600.4283448275223610.8566896550447210.57165517247764
610.3905833983766580.7811667967533170.609416601623342
620.3514216906724350.7028433813448690.648578309327565
630.3111095329842180.6222190659684370.688890467015782
640.3308969829957880.6617939659915750.669103017004212
650.2905633689201920.5811267378403850.709436631079808
660.3023174620863130.6046349241726260.697682537913687
670.3788306921100580.7576613842201150.621169307889943
680.4489743354900260.8979486709800530.551025664509974
690.4107237662347030.8214475324694060.589276233765297
700.3940750053608470.7881500107216940.605924994639153
710.4721031219225020.9442062438450050.527896878077498
720.4286827980441180.8573655960882350.571317201955882
730.3905751278238420.7811502556476850.609424872176157
740.3560603274574540.7121206549149070.643939672542546
750.3266880802097560.6533761604195130.673311919790244
760.3008870029247430.6017740058494860.699112997075257
770.2820832237670130.5641664475340250.717916776232987
780.2460283227579910.4920566455159810.753971677242009
790.2136140183607860.4272280367215720.786385981639214
800.1897617586588990.3795235173177980.8102382413411
810.1713883137159410.3427766274318820.828611686284059
820.2611402588100000.5222805176200010.73885974119
830.2369248755163030.4738497510326070.763075124483697
840.2104803199285810.4209606398571630.789519680071419
850.2058918678587650.411783735717530.794108132141235
860.1945777888700040.3891555777400090.805422211129996
870.2140754241891010.4281508483782030.785924575810899
880.209412061572560.418824123145120.79058793842744
890.2064562804700410.4129125609400810.79354371952996
900.2011589171330570.4023178342661150.798841082866943
910.2588088364192470.5176176728384950.741191163580753
920.2222892882000240.4445785764000470.777710711799976
930.1985491689985400.3970983379970790.80145083100146
940.1704379697745090.3408759395490180.829562030225491
950.1500106457393720.3000212914787430.849989354260628
960.1674661384603750.3349322769207490.832533861539625
970.1571727892441720.3143455784883440.842827210755828
980.1429186173726310.2858372347452620.857081382627369
990.1290954630129430.2581909260258860.870904536987057
1000.1180507489571740.2361014979143490.881949251042826
1010.09750658419828190.1950131683965640.902493415801718
1020.07902519363739920.1580503872747980.9209748063626
1030.06283762009294840.1256752401858970.937162379907052
1040.04984855287881420.09969710575762840.950151447121186
1050.05094501777337260.1018900355467450.949054982226627
1060.04109537333602130.08219074667204260.958904626663979
1070.03627715224526530.07255430449053060.963722847754735
1080.03343709088586460.06687418177172910.966562909114135
1090.02662740746983810.05325481493967630.973372592530162
1100.02756617061127040.05513234122254080.97243382938873
1110.03857565824763300.07715131649526590.961424341752367
1120.2552142767876180.5104285535752350.744785723212382
1130.2690892318182090.5381784636364180.730910768181791
1140.6377199850075950.7245600299848110.362280014992406
1150.8833281573612060.2333436852775880.116671842638794
1160.8549621203791240.2900757592417530.145037879620876
1170.883004261319170.2339914773616600.116995738680830
1180.8578175403907610.2843649192184770.142182459609239
1190.8386303898667660.3227392202664680.161369610133234
1200.8898202554576160.2203594890847680.110179744542384
1210.8662363754184910.2675272491630180.133763624581509
1220.8355907387856680.3288185224286650.164409261214332
1230.844403208440750.3111935831184990.155596791559249
1240.8054841385822720.3890317228354560.194515861417728
1250.774778235809550.4504435283809010.225221764190450
1260.7390629410084360.5218741179831270.260937058991564
1270.6942201626701290.6115596746597430.305779837329872
1280.6451874940326520.7096250119346960.354812505967348
1290.5923266275604720.8153467448790560.407673372439528
1300.5432383169692010.9135233660615980.456761683030799
1310.5167643509920050.966471298015990.483235649007995
1320.5417899727504930.9164200544990130.458210027249507
1330.4777963333875270.9555926667750550.522203666612473
1340.4492012310281150.898402462056230.550798768971885
1350.7466912438374810.5066175123250380.253308756162519
1360.685006008837380.6299879823252410.314993991162620
1370.6744818654120140.6510362691759730.325518134587986
1380.6243874791220840.7512250417558330.375612520877916
1390.6506277308366930.6987445383266140.349372269163307
1400.5797244192121190.8405511615757620.420275580787881
1410.5216738583358510.9566522833282980.478326141664149
1420.4828077063851970.9656154127703940.517192293614803
1430.5083982772405070.9832034455189870.491601722759493
1440.4520728532428260.9041457064856520.547927146757174
1450.3475505515068440.6951011030136880.652449448493156
1460.3131904900579390.6263809801158780.686809509942061
1470.2723325554926660.5446651109853320.727667444507334
1480.1748781587514660.3497563175029310.825121841248534
1490.3474358726632270.6948717453264540.652564127336773


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