Multiple Linear Regression - Estimated Regression Equation
Organization[t] = + 16.5347825860486 -0.0891335605069494ConcernOverMistakes[t] + 0.209717480920555DoubtsAboutActions[t] -0.136972411791539ParentalExpectations[t] -0.287847153125504ParentalCriticism[t] + 0.433155311009048PersonalStandards[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)16.53478258604862.005388.245200
ConcernOverMistakes-0.08913356050694940.061483-1.44970.1491790.074589
DoubtsAboutActions0.2097174809205550.1124541.86490.0641070.032054
ParentalExpectations-0.1369724117915390.104781-1.30720.1930950.096548
ParentalCriticism-0.2878471531255040.131542-2.18830.0301680.015084
PersonalStandards0.4331553110090480.0753675.747300


Multiple Linear Regression - Regression Statistics
Multiple R0.475311447164505
R-squared0.225920971805616
Adjusted R-squared0.200624271537826
F-TEST (value)8.93084747868384
F-TEST (DF numerator)5
F-TEST (DF denominator)153
p-value1.83604021986028e-07
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation3.49245950232918
Sum Squared Residuals1866.18282643764


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
12622.76648696377373.23351303622630
22324.1806345311823-1.18063453118232
32524.6411680477650.358831952235021
42322.00443783422260.995562165777394
51921.9032418668590-2.90324186685895
62923.07663825596505.92336174403504
72525.0200838181324-0.0200838181323613
82122.7050948471841-1.70509484718409
92221.99089946542920.00910053457084511
102522.6270944535782.37290554642202
112420.06920925294023.93079074705976
121819.5373063311390-1.53730633113897
132218.27461214592693.72538785407310
141520.7049719011955-5.70497190119546
152223.6577698670676-1.65776986706755
162824.79326839151663.20673160848343
172022.2564759016333-2.25647590163327
181219.1302196252245-7.13021962522446
192421.61580699313842.38419300686164
202021.1754094115923-1.17540941159228
212123.1391899115409-2.13918991154088
222020.3241606581029-0.324160658102906
232119.12075929714641.87924070285358
242320.83198119846432.16801880153567
252822.00176969201265.99823030798739
262422.10374706350731.89625293649272
272423.68678238379460.313217616205359
282420.40912032144003.59087967856003
292322.07484608060360.925153919396356
302322.92866195587140.0713380441285757
312924.36180009343664.63819990656336
322421.85290349208322.14709650791683
331825.1809671443811-7.18096714438113
342526.1865543596518-1.18655435965179
352122.8166967823559-1.8166967823559
362626.6396577389406-0.639657738940561
372225.0687814628218-3.06878146282179
382223.0122615742149-1.01226157421491
392222.4077978793724-0.407797879372415
402325.7259583503069-2.72595835030686
413022.80401720696737.19598279303271
422322.78194621519580.21805378480423
431718.7343642583786-1.73436425837856
442324.1050578066495-1.10505780664945
452324.4388229284309-1.43882292843093
462522.56802141496102.43197858503904
472420.68886641062363.31113358937640
482427.4305551496196-3.43055514961965
492322.92952074927630.070479250723737
502123.906177130168-2.90617713016798
512425.6991111893451-1.69911118934514
522421.96765118989602.03234881010404
532821.56594623879366.43405376120643
541621.3367248878799-5.3367248878799
552019.66716112398280.332838876017181
562923.39291856254975.60708143745027
572723.98661098383403.01338901616604
582223.6577698670676-1.65776986706755
592824.35242357356533.64757642643469
601620.4134307285922-4.41343072859221
612523.06840353030451.93159646969545
622423.64815581678230.351844183217722
632923.07663825596505.92336174403504
642424.3660295406460-0.366029540645974
652323.0246404040221-0.0246404040220633
663027.01262879100222.98737120899776
672421.16932514518572.83067485481435
682124.3404770836518-3.34047708365176
692523.59205166595671.40794833404329
702524.07841268655090.9215873134491
712220.72128994602241.27871005397763
722322.57728201788910.422717982110868
732622.79821594136673.20178405863327
742321.42642160173521.57357839826481
752523.15198102075291.84801897924705
762121.2985455572727-0.298545557272719
772523.90062829149291.09937170850705
782422.20076628543721.79923371456276
792923.64792551775185.35207448224815
802223.6670936851632-1.66709368516324
812723.59052531795763.40947468204237
822619.74284991488966.25715008511036
832221.32611991732710.67388008267286
842422.18870387858051.81129612141947
852723.11569127648863.88430872351144
862421.42648766516652.57351233483348
872525.0200838181324-0.0200838181323613
882924.56086713341234.43913286658771
892222.0294273277232-0.0294273277232355
902120.64346101939890.356538980601123
912420.29660404282393.70339595717613
922422.09912308166841.90087691833160
932322.10719072346590.892809276534094
942022.4187668106742-2.41876681067415
952721.43979573492955.56020426507046
962623.39920048669982.60079951330017
972521.71514529304093.28485470695908
982119.85282886475051.14717113524952
992120.86689884948740.13310115051263
1001920.3843960839700-1.38439608397003
1012121.6113999486742-0.611399948674236
1022121.5250005938086-0.525000593808609
1031819.5373063311390-1.53730633113897
1042220.77132216734981.22867783265022
1052921.69869358649557.30130641350453
1061521.6601962980819-6.66019629808195
1071720.752859071136-3.75285907113600
1081519.8538724867936-4.85387248679362
1092121.551000287208-0.551000287208005
1102121.0821345952024-0.0821345952024031
1111919.4593614875723-0.45936148757232
1122417.86785391121066.1321460887894
1132022.3373747364798-2.33737473647981
1141725.3030797285071-8.30307972850713
1152325.2902914675589-2.29029146755886
1162422.66276987757431.33723012242572
1171422.2971243717058-8.29712437170584
1182322.00443783422260.995562165777394
1192422.1266945934591.87330540654099
1201320.4428548023190-7.44285480231896
1212225.4086442126656-3.40864421266558
1221621.2988463028542-5.29884630285418
1231923.2548393135475-4.25483931354754
1242522.98970785648742.01029214351255
1252524.15483609778870.845163902211323
1262321.52395697176551.47604302823453
1272423.88382313759040.116176862409606
1282623.64525737554192.35474262445815
1292621.61557669410794.38442330589207
1302523.98198415373131.01801584626873
1311822.3295039715684-4.32950397156836
1322119.98014175586461.01985824413538
1332623.92360924358912.07639075641095
1342322.19904074483880.800959255161207
1352319.74419143425043.25580856574957
1362222.5877555839845-0.5877555839845
1372022.5159047978111-2.51590479781109
1381322.1719840677406-9.17198406774058
1392421.55922011635682.44077988364315
1401521.4439064169319-6.44390641693191
1411422.9360165726826-8.93601657268255
1422224.005831853021-2.00583185302099
1431017.3836024524525-7.38360245245252
1442424.5069589122326-0.506958912232648
1452221.85702753574120.142972464258784
1462425.7668029748602-1.76680297486023
1471921.5688269352586-2.56882693525861
1482022.2142036337991-2.21420363379910
1491317.0933627366848-4.09336273668483
1502020.1186050261045-0.118605026104472
1512223.3848509207522-1.38485092075223
1522423.29591423713130.704085762868665
1532923.12475287667215.87524712332788
1541221.046555808518-9.046555808518
1552020.9732699037905-0.973269903790477
1562022.2564759016333-2.25647590163327
1572423.56134133424790.438658665752077
1582221.89653064093380.103469359066198
1591819.5373063311390-1.53730633113897


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
90.7268483946590580.5463032106818830.273151605340941
100.600314849064070.799370301871860.39968515093593
110.4916247042037050.983249408407410.508375295796295
120.4470696000147070.8941392000294130.552930399985293
130.4558621957449120.9117243914898250.544137804255088
140.6964012818731970.6071974362536050.303598718126803
150.628429535846780.743140928306440.37157046415322
160.5747475401002460.8505049197995070.425252459899754
170.5087322170083520.9825355659832950.491267782991648
180.6393547816401710.7212904367196580.360645218359829
190.5638629122667360.8722741754665280.436137087733264
200.5686787574743610.8626424850512780.431321242525639
210.5203614416716550.959277116656690.479638558328345
220.4509487925941010.9018975851882010.549051207405899
230.392229986552580.784459973105160.60777001344742
240.3936224598818010.7872449197636030.606377540118199
250.5374741062572130.9250517874855740.462525893742787
260.4742091135602350.948418227120470.525790886439765
270.410331482187860.820662964375720.58966851781214
280.4037994372895860.8075988745791720.596200562710414
290.3426704957631690.6853409915263380.657329504236831
300.2857401663162860.5714803326325720.714259833683714
310.3096852446005350.619370489201070.690314755399465
320.2618597146785720.5237194293571430.738140285321428
330.4903210826783450.980642165356690.509678917321655
340.4443221278100050.888644255620010.555677872189995
350.4103750443051120.8207500886102230.589624955694888
360.3542303702766250.708460740553250.645769629723375
370.330785150230990.661570300461980.66921484976901
380.2814969229766770.5629938459533530.718503077023323
390.2360676220129690.4721352440259370.763932377987031
400.2130402598375310.4260805196750610.78695974016247
410.3680176419941020.7360352839882040.631982358005898
420.3173960145181000.6347920290362010.6826039854819
430.2853925973433020.5707851946866030.714607402656698
440.2438861485669190.4877722971338380.756113851433081
450.2109446527922050.4218893055844090.789055347207795
460.1891441629389780.3782883258779570.810855837061022
470.1774214198492490.3548428396984970.822578580150751
480.163813152803160.327626305606320.83618684719684
490.1338707810060780.2677415620121560.866129218993922
500.1250045591371710.2500091182743430.874995440862829
510.1031039854946650.2062079709893290.896896014505335
520.087213622083370.174427244166740.91278637791663
530.1452113512226600.2904227024453190.85478864877734
540.1807971009673840.3615942019347680.819202899032616
550.1741925993944190.3483851987888390.825807400605581
560.2334209343574700.4668418687149390.76657906564253
570.2233558041078280.4467116082156550.776644195892172
580.1987101699067780.3974203398135550.801289830093223
590.2070112362870920.4140224725741830.792988763712908
600.2351711409207330.4703422818414670.764828859079267
610.207231844217470.414463688434940.79276815578253
620.1746046640250850.3492093280501690.825395335974915
630.2358979087015810.4717958174031620.764102091298419
640.2021770343538680.4043540687077360.797822965646132
650.1698747762863850.3397495525727700.830125223713615
660.1640881580249420.3281763160498850.835911841975058
670.1517353679752280.3034707359504570.848264632024772
680.1536353785954870.3072707571909740.846364621404513
690.1315023798990800.2630047597981590.86849762010092
700.1090797975428540.2181595950857080.890920202457146
710.09053404349227230.1810680869845450.909465956507728
720.07298589843747380.1459717968749480.927014101562526
730.06934644202018270.1386928840403650.930653557979817
740.05725433593516020.1145086718703200.94274566406484
750.04797233387182580.09594466774365160.952027666128174
760.03771724150878510.07543448301757020.962282758491215
770.02992413927432540.05984827854865080.970075860725675
780.02431495724274100.04862991448548210.97568504275726
790.03494899556636450.0698979911327290.965051004433636
800.02843504589399740.05687009178799480.971564954106003
810.02808183961730170.05616367923460340.971918160382698
820.04781995799572650.0956399159914530.952180042004273
830.03766606920516090.07533213841032180.96233393079484
840.03161656658397480.06323313316794960.968383433416025
850.03451704331463040.06903408662926070.96548295668537
860.03052603301084940.06105206602169870.96947396698915
870.02329270986274490.04658541972548990.976707290137255
880.0290734483222680.0581468966445360.970926551677732
890.02344701354720490.04689402709440980.976552986452795
900.01789377252853860.03578754505707720.982106227471461
910.01855456243059830.03710912486119660.981445437569402
920.01576675977433150.03153351954866310.984233240225668
930.01214223162382930.02428446324765860.98785776837617
940.01034066633790130.02068133267580250.989659333662099
950.01861534463886330.03723068927772670.981384655361137
960.01722230525399880.03444461050799760.982777694746
970.01732523817562280.03465047635124560.982674761824377
980.01401784768940080.02803569537880160.9859821523106
990.01057774261727940.02115548523455880.98942225738272
1000.008290707577586930.01658141515517390.991709292422413
1010.006287672181724490.01257534436344900.993712327818276
1020.004563472435955480.009126944871910950.995436527564045
1030.003495946765913500.0069918935318270.996504053234087
1040.002784379430084680.005568758860169370.997215620569915
1050.01264798794619800.02529597589239600.987352012053802
1060.02714358567127760.05428717134255520.972856414328722
1070.02729956664031570.05459913328063150.972700433359684
1080.03315694251353880.06631388502707760.966843057486461
1090.02635022341468760.05270044682937520.973649776585312
1100.01963040879085560.03926081758171110.980369591209144
1110.01453143032254220.02906286064508450.985468569677458
1120.04479217979368680.08958435958737370.955207820206313
1130.0413624968562450.082724993712490.958637503143755
1140.1160289674512950.232057934902590.883971032548705
1150.09983303865396840.1996660773079370.900166961346032
1160.0807655180800080.1615310361600160.919234481919992
1170.2549339508391210.5098679016782420.745066049160879
1180.2407470193369320.4814940386738650.759252980663068
1190.2308545022098190.4617090044196380.769145497790181
1200.3338017846389630.6676035692779250.666198215361037
1210.3341792585605650.668358517121130.665820741439435
1220.3948415854920940.7896831709841880.605158414507906
1230.3864549453925170.7729098907850340.613545054607483
1240.3705847799315720.7411695598631430.629415220068428
1250.3689565624863860.7379131249727720.631043437513614
1260.319062144504580.638124289009160.68093785549542
1270.2792817225108470.5585634450216940.720718277489153
1280.2721279957357000.5442559914713990.7278720042643
1290.3488870707300440.6977741414600880.651112929269956
1300.3376205633211510.6752411266423010.662379436678849
1310.3095701759641840.6191403519283670.690429824035816
1320.2872704025147530.5745408050295050.712729597485247
1330.2437652948643840.4875305897287670.756234705135616
1340.1982145650555920.3964291301111850.801785434944408
1350.3112704491677680.6225408983355350.688729550832232
1360.2557466281704800.5114932563409610.74425337182952
1370.2074961444085380.4149922888170760.792503855591462
1380.4753649295422970.9507298590845950.524635070457703
1390.5198890072260820.9602219855478370.480110992773918
1400.4809826607270560.9619653214541120.519017339272944
1410.6569272130513820.6861455738972350.343072786948618
1420.614349810101730.771300379796540.38565018989827
1430.822604607339490.3547907853210190.177395392660509
1440.8096787187304430.3806425625391150.190321281269557
1450.7287521342812280.5424957314375450.271247865718772
1460.6633739554793370.6732520890413250.336626044520663
1470.7061530506931910.5876938986136180.293846949306809
1480.6290319692634530.7419360614730940.370968030736547
1490.8145517815501860.3708964368996280.185448218449814
1500.9085437703704110.1829124592591780.0914562296295889


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level30.0211267605633803NOK
5% type I error level210.147887323943662NOK
10% type I error level390.274647887323944NOK