Multiple Linear Regression - Estimated Regression Equation
Gender[t] = + 1.5694368109036 -0.00155933436788094Concern_Mistakes[t] + 0.0220042322171014Doubts_actions[t] -0.020920534869011Parental_Expectations[t] + 0.0141085588947836Parental_Criticism[t] -0.000368325989120471Personal_Standards[t] + 8.56959905519287e-05Organization[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)1.56943681090360.3340934.69766e-063e-06
Concern_Mistakes-0.001559334367880940.008835-0.17650.8601430.430072
Doubts_actions0.02200423221710140.0159411.38040.1695030.084752
Parental_Expectations-0.0209205348690110.014678-1.42530.1561090.078054
Parental_Criticism0.01410855889478360.0184630.76410.4459730.222986
Personal_Standards-0.0003683259891204710.011604-0.03170.974720.48736
Organization8.56959905519287e-050.0113050.00760.9939620.496981


Multiple Linear Regression - Regression Statistics
Multiple R0.178595011069722
R-squared0.0318961779789943
Adjusted R-squared-0.00631844657446656
F-TEST (value)0.83465893886705
F-TEST (DF numerator)6
F-TEST (DF denominator)152
p-value0.544891001341408
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.489348843837377
Sum Squared Residuals36.3982682266766


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
121.772637132307620.22736286769238
221.731687591224570.268312408775433
321.42326551842750.5767344815725
411.70405551534453-0.704055515344525
521.586858313703310.413141686296688
621.606625288989230.393374711010771
721.57753504777280.422464952227204
821.704930397740940.29506960225906
921.736773771567810.263226228432186
1021.606175193996350.393824806003649
1111.69110086781586-0.691100867815864
1221.58760893155270.412391068447304
1311.6169261055232-0.616926105523201
1421.704474925387470.295525074612529
1521.664249751415020.335750248584978
1611.37382262593061-0.373822625930607
1711.66703184341436-0.667031843414356
1821.600695028760280.399304971239717
1911.45134833278569-0.451348332785688
2021.621944173669410.378055826330588
2111.74757753077309-0.747577530773088
2221.64109075210920.358909247890798
2321.620054078606350.379945921393652
2421.72816095898540.271839041014604
2511.65963156785417-0.659631567854171
2621.527275531795680.47272446820432
2711.49998009787867-0.499980097878666
2821.584797465867880.415202534132119
2921.518549200956810.481450799043187
3011.54751845269714-0.54751845269714
3121.641698681791070.358301318208931
3211.72416870991065-0.724168709910653
3321.455774912703970.544225087296026
3421.544556771390690.455443228609315
3511.50488561995698-0.504885619956982
3611.75951900822249-0.759519008222492
3711.64796405479602-0.647964054796017
3811.71635332561765-0.716353325617652
3921.56789416092860.432105839071398
4011.63350728624535-0.633507286245348
4111.58978573057954-0.589785730579537
4221.560021944705710.439978055294286
4311.55677183056756-0.556771830567558
4411.46954331122796-0.469543311227962
4521.654350100250720.345649899749283
4621.687616049571140.31238395042886
4721.689934311336160.310065688663838
4821.712674839471940.287325160528057
4921.598843347190890.401156652809113
5011.57733365704564-0.577333657045636
5121.826378600069870.173621399930127
5211.59555079296751-0.59555079296751
5311.61514746640018-0.615147466400178
5421.611066798536610.388933201463389
5511.47255178751658-0.472551787516579
5621.670416548878270.329583451121734
5721.609733145739140.390266854260859
5821.503771337642240.496228662357765
5911.6090412314796-0.609041231479601
6021.714785702872060.285214297127941
6111.61019940425337-0.610199404253365
6211.56263439145503-0.562634391455029
6321.603292332612970.396707667387026
6421.780253442239380.219746557760619
6521.609275514300010.390724485699992
6611.63967342332981-0.639673423329812
6721.573827422847850.426172577152153
6811.57060387982424-0.57060387982424
6921.712048031064090.287951968935909
7011.65597351556903-0.655973515569032
7111.54404159218483-0.544041592184832
7221.642558808321330.357441191678674
7321.526147170887070.473852829112929
7411.62640362772492-0.62640362772492
7511.49070978766193-0.490709787661933
7621.609869591362670.390130408637329
7721.66431666922440.335683330775605
7821.628784649682810.371215350317188
7911.70153705296347-0.701537052963474
8011.57318356512674-0.57318356512674
8111.70385564914934-0.703855649149342
8211.5521033271228-0.552103327122803
8321.63653021164330.363469788356703
8411.51348956637169-0.513489566371688
8521.74012548495520.259874515044798
8621.537458881916360.462541118083637
8711.58963025032003-0.589630250320026
8821.772703389738210.227296610261789
8921.644558011916840.355441988083164
9021.603103347906770.396896652093227
9121.652729513328430.347270486671571
9221.576210212706870.42378978729313
9321.664501462026090.335498537973913
9421.519627855365160.480372144634841
9521.643386199229860.356613800770137
9621.461552906260970.538447093739026
9721.701662256852080.298337743147919
9821.597068982182640.402931017817362
9911.58073078970055-0.580730789700551
10011.59107365085868-0.591073650858678
10121.574220126577840.425779873422156
10211.52848277785397-0.528482777853968
10321.473888256002940.526111743997056
10411.53883068195184-0.538830681951839
10521.747709740814070.25229025918593
10611.67395351170402-0.673953511704025
10721.59710617452350.402893825476498
10811.59345675774405-0.593456757744054
10911.67359527159439-0.673595271594392
11021.68086703859440.319132961405602
11121.569384475666110.430615524333887
11221.531810291142050.468189708857949
11321.672508077008580.32749192299142
11411.45167301964688-0.451673019646875
11521.666547617884010.333452382115987
11611.51341901793281-0.513419017932809
11721.421045823741270.578954176258731
11821.675602924623420.32439707537658
11921.645635241776480.35436475822352
12021.665692444579750.334307555420247
12121.668561996194240.331438003805763
12221.632475772010520.367524227989481
12321.697917439618580.30208256038142
12421.675984677258220.324015322741778
12521.90643394153780.0935660584622029
12621.531752218330340.468247781669656
12711.56326307202382-0.563263072023819
12821.65642753754870.343572462451296
12921.589993906322480.410006093677523
13021.701346539448760.298653460551237
13111.65310790783486-0.653107907834856
13211.60025400367722-0.600254003677218
13321.575139725522910.424860274477086
13411.58401188049088-0.584011880490878
13511.61463295603602-0.614632956036019
13621.529932863803640.470067136196359
13711.65574447206238-0.655744472062381
13811.65380885774852-0.653808857748515
13921.589214454013070.410785545986927
14021.746733588934220.253266411065778
14111.7621364932565-0.762136493256502
14221.605188990492710.394811009507291
14311.61327249228728-0.613272492287276
14421.785175180827180.214824819172821
14511.61570467711222-0.615704677112224
14621.722921201585250.27707879841475
14721.482883546825550.517116453174455
14811.59890131624377-0.598901316243768
14911.61588695058231-0.615886950582309
15011.55371081335734-0.553710813357343
15121.581439731634630.418560268365366
15221.6491999573650.350800042634995
15311.40346106936801-0.403461069368007
15421.518963568060010.481036431939985
15521.538171342258210.461828657741788
15621.54845203868340.451547961316602
15721.709794167275860.290205832724143
15821.64224617957670.357753820423298
15921.696864318774230.303135681225767


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.5890260245138760.8219479509722480.410973975486124
110.5095586848513760.9808826302972480.490441315148624
120.5113577020139170.9772845959721660.488642297986083
130.3900310778021580.7800621556043150.609968922197842
140.2901342666817460.5802685333634920.709865733318254
150.2006865571848430.4013731143696860.799313442815157
160.2828194017018590.5656388034037190.717180598298141
170.3879658163103260.7759316326206520.612034183689674
180.3609476780393840.7218953560787680.639052321960616
190.374446673376850.7488933467536990.62555332662315
200.3000417840758790.6000835681517580.699958215924121
210.5852525461282790.8294949077434420.414747453871721
220.5194556464503470.9610887070993060.480544353549653
230.5142037006617430.9715925986765150.485796299338257
240.5347001913681890.9305996172636210.465299808631811
250.5126597037213910.9746805925572180.487340296278609
260.4847942307748010.9695884615496030.515205769225199
270.5352237668214780.9295524663570450.464776233178522
280.5518206323596770.8963587352806460.448179367640323
290.5162877205935010.9674245588129980.483712279406499
300.5412071903520940.9175856192958110.458792809647906
310.5581009542853620.8837980914292760.441899045714638
320.6556414561630220.6887170876739550.344358543836978
330.6166578761773760.7666842476452480.383342123822624
340.5744024695903170.8511950608193670.425597530409683
350.6016758857175450.796648228564910.398324114282455
360.6898897073863280.6202205852273440.310110292613672
370.7347758672081250.530448265583750.265224132791875
380.7514448064654380.4971103870691240.248555193534562
390.7241464741666480.5517070516667040.275853525833352
400.7437994632167840.5124010735664330.256200536783216
410.7361051041058680.5277897917882640.263894895894132
420.7170338143136960.5659323713726070.282966185686304
430.7450565068747680.5098869862504630.254943493125232
440.7372917255339570.5254165489320850.262708274466043
450.7125626254602780.5748747490794430.287437374539722
460.7053781506616010.5892436986767970.294621849338399
470.6947573094641480.6104853810717030.305242690535852
480.6692158590228290.6615682819543420.330784140977171
490.6464408623196320.7071182753607370.353559137680368
500.6493989263574480.7012021472851040.350601073642552
510.6238550203287850.7522899593424310.376144979671215
520.6440705227151870.7118589545696270.355929477284813
530.6502556389456680.6994887221086650.349744361054332
540.6231041446970710.7537917106058580.376895855302929
550.6459347215815760.7081305568368490.354065278418424
560.6362759772772220.7274480454455560.363724022722778
570.6206229835031110.7587540329937790.379377016496889
580.6160240558160710.7679518883678590.383975944183929
590.6393069294332740.7213861411334510.360693070566726
600.6117290048881740.7765419902236520.388270995111826
610.6322160264418750.735567947116250.367783973558125
620.6436715153691250.7126569692617490.356328484630875
630.6438115456058960.7123769087882080.356188454394104
640.6081287253734660.7837425492530690.391871274626534
650.5915964371854480.8168071256291040.408403562814552
660.6164139564069030.7671720871861940.383586043593097
670.6029182743996850.794163451200630.397081725600315
680.6264095025301840.7471809949396320.373590497469816
690.6007796241995190.7984407516009620.399220375800481
700.6360421497600840.7279157004798320.363957850239916
710.6469392374589810.7061215250820390.35306076254102
720.6232935343073030.7534129313853930.376706465692697
730.6216766087909750.7566467824180510.378323391209025
740.6458205308087030.7083589383825940.354179469191297
750.6473288030442720.7053423939114560.352671196955728
760.6291368382649940.7417263234700120.370863161735006
770.6073964357518520.7852071284962960.392603564248148
780.5879613781680810.8240772436638380.412038621831919
790.639663338949990.720673322100020.36033666105001
800.6613590294318670.6772819411362650.338640970568133
810.7210663168795420.5578673662409160.278933683120458
820.7363973113791420.5272053772417170.263602688620858
830.717438655920710.565122688158580.28256134407929
840.735878562751950.5282428744960990.26412143724805
850.7082431646516850.583513670696630.291756835348315
860.7009100536969530.5981798926060940.299089946303047
870.7382109234150210.5235781531699570.261789076584978
880.7094048684037280.5811902631925450.290595131596272
890.6850647465461120.6298705069077770.314935253453888
900.6682671455575680.6634657088848630.331732854442431
910.6448186308777950.7103627382444110.355181369122205
920.6250811209804770.7498377580390460.374918879019523
930.5971047297913840.8057905404172330.402895270208616
940.5901812385634080.8196375228731830.409818761436592
950.5620034576776220.8759930846447560.437996542322378
960.5604413228331870.8791173543336250.439558677166813
970.5262939678664760.9474120642670480.473706032133524
980.5062876614159570.9874246771680850.493712338584043
990.5276372090509540.9447255818980930.472362790949046
1000.5485985535722640.9028028928554720.451401446427736
1010.5293833341780130.9412333316439730.470616665821987
1020.542794652601430.9144106947971410.45720534739857
1030.5561606714396120.8876786571207760.443839328560388
1040.5767322907310480.8465354185379050.423267709268952
1050.5352586920396630.9294826159206730.464741307960337
1060.5650819534354740.8698360931290530.434918046564526
1070.553934881791470.8921302364170590.44606511820853
1080.5648733215976320.8702533568047360.435126678402368
1090.6205689479610410.7588621040779170.379431052038959
1100.5903568529183750.8192862941632510.409643147081625
1110.5900497283046850.819900543390630.409950271695315
1120.5869326815855120.8261346368289760.413067318414488
1130.5574919615786110.8850160768427790.442508038421389
1140.6012811433498770.7974377133002460.398718856650123
1150.5554266807048470.8891466385903070.444573319295153
1160.5810209771924830.8379580456150340.418979022807517
1170.5858967765811840.8282064468376320.414103223418816
1180.5546220807735670.8907558384528670.445377919226433
1190.5169298355806260.9661403288387490.483070164419374
1200.5678667981850810.8642664036298380.432133201814919
1210.5339698401692320.9320603196615360.466030159830768
1220.5574197684569590.8851604630860830.442580231543041
1230.5094574260595640.9810851478808720.490542573940436
1240.4793813628206530.9587627256413070.520618637179347
1250.4205013009964170.8410026019928330.579498699003583
1260.4100015685169490.8200031370338980.589998431483051
1270.4345658295437680.8691316590875360.565434170456232
1280.3832667813132480.7665335626264970.616733218686752
1290.3510764187724170.7021528375448340.648923581227583
1300.302830169829330.6056603396586610.69716983017067
1310.3527693255379420.7055386510758840.647230674462058
1320.334874787080590.669749574161180.66512521291941
1330.2964074188026720.5928148376053440.703592581197328
1340.2913436046426250.5826872092852490.708656395357375
1350.2949864460874710.5899728921749410.70501355391253
1360.2666749563465820.5333499126931640.733325043653418
1370.2960534496076070.5921068992152150.703946550392393
1380.3241350289374390.6482700578748780.675864971062561
1390.2767788344412840.5535576688825690.723221165558716
1400.2397548693074880.4795097386149770.760245130692512
1410.3473946514147580.6947893028295170.652605348585242
1420.2747190297566760.5494380595133520.725280970243324
1430.4320758202684190.8641516405368380.567924179731581
1440.3499078548985140.6998157097970270.650092145101486
1450.6075373590437120.7849252819125760.392462640956288
1460.5447603782595650.9104792434808690.455239621740435
1470.4952284799733150.9904569599466290.504771520026685
1480.6113119735853420.7773760528293160.388688026414658
1490.61261161492950.7747767701410010.3873883850705


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 level00OK