Multiple Linear Regression - Estimated Regression Equation
Parental.Expectations[t] = -10.8320565427912 + 1.68568675733010Month[t] + 0.0840562331438502Concern.over.Mistakes[t] -0.127108617518688Doubts.about.actions[t] + 0.67506963738582Parental.Criticism[t] + 0.122866330775620Personal.Standards[t] -0.0810372110042295Organization[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)-10.832056542791211.553534-0.93760.3499610.174981
Month1.685686757330101.1321271.4890.1385710.069285
Concern.over.Mistakes0.08405623314385020.0481441.74590.0828440.041422
Doubts.about.actions-0.1271086175186880.086888-1.46290.1455590.072779
Parental.Criticism0.675069637385820.0862077.830800
Personal.Standards0.1228663307756200.0631071.94690.0533850.026693
Organization-0.08103721100422950.061812-1.3110.1918230.095912


Multiple Linear Regression - Regression Statistics
Multiple R0.644906763989631
R-squared0.415904734239577
Adjusted R-squared0.392848342170087
F-TEST (value)18.0385869994780
F-TEST (DF numerator)6
F-TEST (DF denominator)152
p-value8.88178419700125e-16
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation2.68471758499524
Sum Squared Residuals1095.57169369976


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
11113.5196133245054-2.51961332450539
2711.6506948244502-4.6506948244502
31712.06604527876254.93395472123752
41010.1979945902708-0.197994590270839
51212.0742465340752-0.074246534075181
6129.491405447936172.50859455206383
71110.1808560620280.81914393797201
81114.5214261561003-3.52142615610032
91210.53548178959341.46451821040664
101311.33532233413271.66467766586726
111414.7960952343406-0.796095234340552
121614.64768147511991.35231852488007
131113.7521081460683-2.75210814606833
141012.1633800433079-2.16338004330791
151112.3311237997948-1.33112379979478
161510.27367893052794.72632106947213
17913.8039561623139-4.80395616231392
181112.4170247854126-1.41702478541256
191712.17272042790024.8272795720998
201715.48198101170621.51801898829376
211113.5874709758363-2.58747097583629
221815.23419981454922.76580018545082
231416.0545985085261-2.05459850852611
241012.599328812658-2.59932881265799
251111.8125264740179-0.812526474017948
261513.30950110087211.69049889912794
271511.73914116532263.26085883467745
281313.1112083259701-0.111208325970141
291613.89063342399632.10936657600368
301311.19941068456841.80058931543163
31911.5430714253581-2.54307142535812
321818.1432247130448-0.143224713044811
331812.29188028089035.70811971910969
341213.7406276903714-1.74062769037142
351713.75529301106123.24470698893885
36912.1874465415120-3.18744654151196
37913.1083283754905-4.10832837549055
38128.765061349102463.23493865089754
391816.94758134914291.05241865085707
401213.0256686499783-1.02566864997827
411814.19702579031733.80297420968271
421414.0134997547719-0.0134997547719412
431512.00979019478562.99020980521441
441610.89294003950945.10705996049059
451013.1660753643554-3.16607536435535
461111.5923045569365-0.592304556936548
471412.94381231184311.05618768815695
48913.0563934240285-4.05639342402850
491213.7997151318744-1.79971513187438
501712.27394804755924.72605195244083
5159.75784630523196-4.75784630523196
521212.429702650704-0.42970265070401
531212.0236913246805-0.0236913246804852
5469.43345602508996-3.43345602508996
552422.92815506928851.07184493071146
561212.5571309830858-0.557130983085775
571213.0100389866261-1.01003898662614
581411.65328917464252.34671082535747
5979.2780214240937-2.27802142409371
601311.11905938562101.88094061437902
611213.3082778362686-1.30827783626861
621311.57322245017211.42677754982791
631411.50181354221592.49818645778408
64812.9649368103419-4.96493681034194
65119.440239805330051.55976019466995
66911.8173351098224-2.81733510982235
671113.7724086298684-2.77240862986837
681313.4940685015143-0.49406850151427
69109.48785293500750.512147064992501
701112.7540259940526-1.75402599405259
711212.7615120535082-0.761512053508218
72911.9197264574663-2.91972645746627
731514.68857064846130.311429351538706
741814.94364829488723.05635170511283
751512.16244135318142.83755864681858
761212.8431205011416-0.843120501141642
77139.942701911615453.05729808838455
781413.09848146574090.901518534259061
791011.9729796378219-1.97297963782189
801312.31944821744440.680551782555565
811313.8129336936913-0.812933693691256
821112.1574887581491-1.15748875814913
831312.21688725803670.783112741963283
841614.56652833238451.43347166761548
8589.70038752210843-1.70038752210843
861611.62971814693674.37028185306326
871111.1438854743375-0.143885474337513
88911.3825374702091-2.38253747020912
891617.8386293605636-1.83862936056355
901211.46322693885360.53677306114644
911411.97514410515892.02485589484111
92810.6698153193051-2.66981531930508
9399.57173592512322-0.571735925123222
941511.73569486578163.26430513421838
951113.6207865256068-2.62078652560681
962117.2850588301223.71494116987798
971413.22670578532480.77329421467516
981815.78927692776762.21072307223242
991211.71320188714790.286798112852132
1001312.6754060284550.324593971544990
1011514.56185876824010.438141231759857
1021211.07899088299960.921009117000357
1031914.47338574902164.52661425097843
1041514.06902496500280.930975034997202
1051113.0365276178047-2.03652761780470
1061110.59521385889560.404786141104352
1071012.3325718149712-2.33257181497117
1081314.7677815618256-1.76778156182558
1091514.77374007106330.226259928936707
110129.865877703554052.13412229644595
1111211.00658220470940.993417795290567
1121615.72905315687760.270946843122379
113915.5269367161555-6.52693671615549
1141817.58491153779410.415088462205915
115815.1436991743321-7.14369917433207
1161310.36348988977752.63651011022246
1171714.19692216954872.8030778304513
118911.0236096319967-2.02360963199667
1191513.18048916327901.81951083672104
12089.55179800725262-1.55179800725262
121711.1762315065923-4.17623150659226
1221211.32102321063680.678976789363231
1231415.0522447859671-1.05224478596706
124610.7505997522397-4.75059975223966
125810.113724581201-2.11372458120101
1261712.42463509295864.57536490704143
127109.727230350023490.272769649976514
1281112.5501224522727-1.55012245227274
1291412.81558924856271.18441075143732
1301113.5882975031422-2.58829750314220
1311315.3917415187517-2.39174151875173
1321211.89037016355090.109629836449102
1331110.40409574494550.595904255054519
13499.40085847106909-0.400858471069086
1351212.021468289743-0.0214682897430019
1362014.72026339643835.27973660356174
1371210.64954508832331.35045491167670
1381313.6148557565803-0.614855756580292
1391213.1478246724647-1.14782467246467
1401216.4850425299474-4.48504252994745
141914.5340087698161-5.53400876981613
1421515.5521959388592-0.55219593885921
1432421.53385356466272.46614643533727
14479.89401073286598-2.89401073286597
1451714.60645287577802.39354712422203
1461111.8516196025376-0.85161960253763
1471715.09415469708351.90584530291649
1481112.2468943236228-1.24689432362281
1491212.4765395043168-0.476539504316833
1501414.4444579888110-0.444457988811036
1511114.3035080653015-3.30350806530147
1521612.74910365183863.25089634816144
1532113.75928503234167.24071496765837
1541412.14250217900731.85749782099272
1552016.41169390522723.58830609477279
1561310.99288611425002.00711388575003
1571113.0033208868759-2.00332088687593
1581513.89257314076041.10742685923962
1591917.86591397894421.13408602105575


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.5492831109874530.9014337780250940.450716889012547
110.6375595665111530.7248808669776930.362440433488847
120.7251676981439010.5496646037121980.274832301856099
130.795813103682610.4083737926347810.204186896317391
140.722643785997650.55471242800470.27735621400235
150.6543573738062810.6912852523874370.345642626193719
160.5821109371909860.8357781256180270.417889062809014
170.6757807762639190.6484384474721630.324219223736081
180.5954818230299380.8090363539401230.404518176970062
190.6694619328761040.6610761342477930.330538067123896
200.7111997993632490.5776004012735020.288800200636751
210.6740667332056450.651866533588710.325933266794355
220.7331558987985770.5336882024028460.266844101201423
230.6735960289542960.6528079420914090.326403971045704
240.7061761797382550.5876476405234910.293823820261745
250.6610496954394590.6779006091210830.338950304560541
260.6119004419278290.7761991161443410.388099558072171
270.5733990232417480.8532019535165050.426600976758252
280.5061565707266080.9876868585467830.493843429273392
290.4587910380298420.9175820760596830.541208961970158
300.401225845143810.802451690287620.59877415485619
310.5320598686032240.9358802627935530.467940131396776
320.4835686483415440.9671372966830870.516431351658456
330.5375345793348070.9249308413303850.462465420665193
340.6385765543118880.7228468913762240.361423445688112
350.6375568247765010.7248863504469970.362443175223499
360.69809106139240.6038178772152010.301908938607600
370.7653930348807520.4692139302384960.234606965119248
380.7565338818800290.4869322362399420.243466118119971
390.7345749778563150.5308500442873690.265425022143685
400.705282911641790.5894341767164190.294717088358210
410.7593669311659050.4812661376681890.240633068834095
420.7159917273635450.5680165452729110.284008272636455
430.7318171029838650.536365794032270.268182897016135
440.7903775264366070.4192449471267860.209622473563393
450.8248313034859340.3503373930281320.175168696514066
460.7984095279981780.4031809440036450.201590472001822
470.7657586476953780.4684827046092450.234241352304622
480.8039875654256710.3920248691486580.196012434574329
490.7788336885216480.4423326229567050.221166311478352
500.84065157296280.3186968540743990.159348427037200
510.8975140688504580.2049718622990850.102485931149542
520.8765875150394730.2468249699210550.123412484960527
530.8493633179674440.3012733640651120.150636682032556
540.8797624480085810.2404751039828380.120237551991419
550.8564424830919580.2871150338160840.143557516908042
560.8277970110634640.3444059778730710.172202988936536
570.8029195103103580.3941609793792840.197080489689642
580.7904993026730220.4190013946539560.209500697326978
590.7969145390746650.4061709218506700.203085460925335
600.7740411449756030.4519177100487940.225958855024397
610.7529652874408350.494069425118330.247034712559165
620.7248544944873120.5502910110253760.275145505512688
630.715954093757130.5680918124857410.284045906242871
640.8186260515610840.3627478968778310.181373948438916
650.7984707329569730.4030585340860530.201529267043027
660.796164012141330.4076719757173390.203835987858669
670.7954951274618710.4090097450762580.204504872538129
680.7652598933747420.4694802132505170.234740106625258
690.7378459424467690.5243081151064620.262154057553231
700.7156484381950140.5687031236099720.284351561804986
710.6843908894497430.6312182211005150.315609110550257
720.6904311951160980.6191376097678040.309568804883902
730.653874323631660.6922513527366790.346125676368340
740.6722804176018780.6554391647962440.327719582398122
750.6794512675192460.6410974649615090.320548732480754
760.6411136476948720.7177727046102570.358886352305128
770.6713288289030360.6573423421939280.328671171096964
780.6337184462778760.7325631074442470.366281553722124
790.6103237430524980.7793525138950030.389676256947502
800.5691999275295340.8616001449409330.430800072470466
810.525680452645120.948639094709760.47431954735488
820.4896555481034550.979311096206910.510344451896545
830.4475263239210630.8950526478421260.552473676078937
840.4143761226543860.8287522453087720.585623877345614
850.3860712023897160.7721424047794310.613928797610285
860.4664930882152120.9329861764304250.533506911784787
870.420941608381430.841883216762860.57905839161857
880.4042604095792890.8085208191585780.595739590420711
890.3843748628539320.7687497257078630.615625137146068
900.3415254006436070.6830508012872150.658474599356393
910.3246591335570720.6493182671141440.675340866442928
920.3206541293405270.6413082586810540.679345870659473
930.2803497300030150.5606994600060290.719650269996985
940.2988797623463490.5977595246926970.701120237653651
950.2973971745435100.5947943490870190.70260282545649
960.3258003503159220.6516007006318450.674199649684078
970.2897772250767430.5795544501534850.710222774923257
980.2693144814347810.5386289628695610.73068551856522
990.2309864741102370.4619729482204740.769013525889763
1000.1957950746368550.391590149273710.804204925363145
1010.1642594256762630.3285188513525260.835740574323737
1020.1404197318574840.2808394637149690.859580268142516
1030.1915150849949810.3830301699899620.808484915005019
1040.1641988429694080.3283976859388160.835801157030592
1050.1564948455749240.3129896911498480.843505154425076
1060.1289203319193520.2578406638387040.871079668080648
1070.1227556069952260.2455112139904510.877244393004774
1080.1116024325244060.2232048650488130.888397567475594
1090.08938862775495470.1787772555099090.910611372245045
1100.0828719150757690.1657438301515380.917128084924231
1110.06839768671997430.1367953734399490.931602313280026
1120.0590178294324850.118035658864970.940982170567515
1130.1787065069141310.3574130138282620.82129349308587
1140.1525448710842490.3050897421684980.847455128915751
1150.3535763911120770.7071527822241550.646423608887922
1160.3509097011315360.7018194022630720.649090298868464
1170.3755514117236520.7511028234473050.624448588276348
1180.3384076359108290.6768152718216580.661592364089171
1190.3031766664547810.6063533329095620.696823333545219
1200.2638751885965360.5277503771930720.736124811403464
1210.3108187773557570.6216375547115140.689181222644243
1220.2868832563649630.5737665127299260.713116743635037
1230.2428518679538070.4857037359076130.757148132046193
1240.3519745653409020.7039491306818040.648025434659098
1250.3119164520246270.6238329040492550.688083547975373
1260.3925095976162880.7850191952325760.607490402383712
1270.3383023577399190.6766047154798380.661697642260081
1280.3125162538737430.6250325077474860.687483746126257
1290.2610272563742050.5220545127484110.738972743625795
1300.3064888322579220.6129776645158440.693511167742078
1310.2924038011235430.5848076022470870.707596198876457
1320.2377391972339030.4754783944678060.762260802766097
1330.1893734807834560.3787469615669130.810626519216544
1340.1465713755400790.2931427510801590.853428624459921
1350.1149151541283690.2298303082567390.885084845871631
1360.1888710306034880.3777420612069770.811128969396512
1370.1771762188924420.3543524377848830.822823781107558
1380.1538634442537710.3077268885075410.84613655574623
1390.1365271595446310.2730543190892620.863472840455369
1400.1697185930856800.3394371861713590.83028140691432
1410.3460769099443170.6921538198886340.653923090055683
1420.3313626743524420.6627253487048840.668637325647558
1430.2566125193305680.5132250386611370.743387480669432
1440.2315627302013430.4631254604026850.768437269798657
1450.1993142255095130.3986284510190250.800685774490487
1460.1860962848021180.3721925696042360.813903715197882
1470.1228556964040530.2457113928081060.877144303595947
1480.08146948699292780.1629389739858560.918530513007072
1490.04008110908523430.08016221817046850.959918890914766


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 level10.00714285714285714OK