Multiple Linear Regression - Estimated Regression Equation
populariteit[t] = + 2.81665757771633 + 0.0945988532463486handgebruik[t] + 0.0180421171015053ontmoeting[t] -0.0443126088855232extravert[t] -0.0925306581000226blozen[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)2.816657577716330.5001115.632100
handgebruik0.09459885324634860.0642951.47130.1432870.071644
ontmoeting0.01804211710150530.044550.4050.6860620.343031
extravert-0.04431260888552320.051094-0.86730.3871710.193586
blozen-0.09253065810002260.057212-1.61730.1078970.053949


Multiple Linear Regression - Regression Statistics
Multiple R0.175438421515774
R-squared0.0307786397439464
Adjusted R-squared0.0051039017239185
F-TEST (value)1.19879080051127
F-TEST (DF numerator)4
F-TEST (DF denominator)151
p-value0.313738613320306
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.846709917689102
Sum Squared Residuals108.254570391676


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
132.528626895429380.471373104570618
232.747890794746940.252109205253055
332.76397445599020.236025544009799
422.81651543955824-0.816515439558236
532.876867303784220.123132696215776
642.912886204601951.08711379539805
742.80621886972941.19378113027060
822.87887016554527-0.878870165545265
932.808287064875720.191712935124276
1032.776042937616400.223957062383596
1112.81645010617295-1.81645010617295
1212.63329136854084-1.63329136854084
1332.951355844782740.0486441552172578
1432.669375602743850.330624397256148
1532.814447244411910.185552755588089
1632.653401680788670.346598319211327
1732.790244947774220.209755052225781
1822.61518391805405-0.615183918054050
1932.677603977426370.322396022573635
2023.03559279481497-1.03559279481497
2132.844623176524900.155376823475095
2222.70984810468569-0.709848104685685
2322.69174065419889-0.691740654198894
2432.929156409906090.0708435900939094
2522.88277560587424-0.882775605874241
2642.834557556659741.16544244334026
2712.79024494777422-1.79024494777422
2812.69180598758418-1.69180598758418
2922.53046414061198-0.53046414061198
3022.77213749728743-0.772137497287428
3142.687900547255201.31209945274480
3232.428119740092970.571880259907035
3332.621157553529350.378842446470647
3432.788176752627890.211823247372107
3532.824260986830900.175739013169097
3633.02559250833509-0.0255925083350893
3742.858573309236551.14142669076345
3842.874964725216291.12503527478371
3932.985602833803100.0143971661968974
4012.86673635053378-1.86673635053378
4132.969332628498960.0306673715010384
4233.11214953095981-0.112149530959809
4332.619089358383030.380910641616973
4432.780431205355230.219568794644774
4502.65565641999588-2.65565641999588
4632.945130331861270.0548696681387303
4712.96707788929175-1.96707788929175
4842.925020019613441.07497998038656
4942.864733488772741.13526651122726
5032.75800082051490.241999179485101
5112.82426098683090-1.82426098683090
5222.78226845053788-0.782268450537876
5332.78433664568420.215663354315798
5412.87296186345525-1.87296186345525
5522.83248936151342-0.832489361513416
5632.971466157030570.0285338429694265
5732.742026898559720.257973101440281
5842.846626038285951.15337396171405
5932.597207134337830.402792865662169
6042.679672172572691.32032782742731
6122.57684494464383-0.57684494464383
6222.72582202664086-0.725822026640864
6342.754160713571211.24583928642879
6432.846691371671230.153308628328769
6522.37783349573214-0.37783349573214
6632.713688211629380.286311788370625
6732.802313429400420.197686570599578
6822.83455755665974-0.834557556659742
6932.836812295866950.163187704133048
7032.937153834624930.0628461653750727
7132.679858716633580.320141283366425
7232.615249251439340.384750748560663
7322.65956186032486-0.65956186032486
7432.822379335745460.177620664254539
7522.61731744658566-0.617317446585663
7632.882775605874240.117224394125759
7732.78433664568420.215663354315798
7832.786339507445240.213660492554757
7932.665470162414880.334529837585124
8032.850531478614920.149468521385079
8133.11214953095981-0.112149530959809
8222.7783630102089-0.7783630102089
8332.713688211629380.286311788370625
8432.774205692433750.225794307566246
8532.410012289606170.589987710393826
8642.790244947774221.20975505222578
8722.40800942784513-0.408009427845134
8832.695646094527870.30435390547213
8942.761906260843881.23809373915613
9032.786339507445240.213660492554757
9142.739958703413391.26004129658661
9222.90904609765826-0.909046097658259
9312.78633950744524-1.78633950744524
9432.909046097658260.0909539023417408
9522.79640512731041-0.796405127310405
9632.639386214691740.360613785308257
9732.780200255391550.21979974460845
9842.91934266748711.08065733251290
9932.772202830672710.227797169327286
10032.754160713571210.245839286428792
10132.603115436427850.396884563572152
10212.60104724128152-1.60104724128152
10342.872961863455251.12703813654475
10432.923182774430790.0768172255692117
10532.736118596469700.263881403530297
10622.80231342940042-0.802313429400422
10732.691805987584180.30819401241582
10832.76629452858270.233705471417303
10942.977264719832511.02273528016749
11032.647493378698660.352506621301343
11142.844623176524911.15537682347509
11232.651333485642350.348666514357653
11332.444093662048140.555906337951856
11442.446161857194471.55383814280553
11522.89691228264677-0.89691228264677
11622.68973779243785-0.689737792437854
11732.645173306106160.354826693893839
11822.78020025539155-0.78020025539155
11933.06783692207429-0.0678369220742863
12022.65749366517853-0.657493665178533
12102.37783349573214-2.37783349573214
12232.790244947774220.209755052225781
12342.832489361513421.16751063848658
12432.911114292804590.0888857071954147
12532.709848104685690.290151895314315
12642.691805987584181.30819401241582
12732.850531478614920.149468521385079
12822.83048649975238-0.830486499752376
12932.425986211561350.574013788438646
13022.7580008205149-0.758000820514898
13122.67779052148725-0.677790521487249
13222.83455755665974-0.834557556659742
13342.75800082051491.24199917948510
13432.784271312298920.215728687701083
13532.792499686981430.207500313018571
13622.35540311089181-0.355403110891812
13732.973238068827940.0267619311720623
13832.814447244411910.185552755588089
13932.560871022688650.439128977311349
14042.939222029771251.06077797022875
14133.09636215306551-0.0963621530655147
14232.695646094527870.30435390547213
14332.880707410727920.119292589272085
14432.736118596469700.263881403530297
14532.661630055471190.338369944528814
14632.921179912669750.078820087330252
14732.852599673761250.147400326238753
14832.719661847104680.280338152895322
14943.01577876591610.984221234083903
15022.89490942088573-0.89490942088573
15132.860828048443760.13917195155624
15212.7157564067757-1.7157564067757
15332.786404840830530.213595159169472
15442.438054693187561.56194530681244
15532.876867303784220.123132696215775
15622.68583235210888-0.685832352108878


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
80.3244078713357140.6488157426714270.675592128664286
90.1995399672703510.3990799345407020.80046003272965
100.1260150190854250.252030038170850.873984980914575
110.1231769597650870.2463539195301750.876823040234913
120.4913903879239190.9827807758478380.508609612076081
130.3886594419575470.7773188839150940.611340558042453
140.3040167076799780.6080334153599570.695983292320022
150.2697132178604140.5394264357208280.730286782139586
160.2409247432610680.4818494865221350.759075256738932
170.1813553687708870.3627107375417740.818644631229113
180.1321794887098110.2643589774196210.867820511290189
190.1273509140436850.254701828087370.872649085956315
200.3570813812603290.7141627625206580.642918618739671
210.2906544772826890.5813089545653770.709345522717311
220.2545109211902630.5090218423805270.745489078809737
230.2023167661120940.4046335322241880.797683233887906
240.1771846045613750.354369209122750.822815395438625
250.1947458908782370.3894917817564740.805254109121763
260.3225715484035820.6451430968071650.677428451596418
270.5289653877053840.9420692245892310.471034612294616
280.6004177558561670.7991644882876660.399582244143833
290.6078880693954320.7842238612091360.392111930604568
300.5657792490677810.8684415018644380.434220750932219
310.7866421624594430.4267156750811140.213357837540557
320.7670512710367590.4658974579264830.232948728963241
330.7317356083805970.5365287832388060.268264391619403
340.6856207718330870.6287584563338250.314379228166913
350.6339514240876360.7320971518247290.366048575912364
360.5786607107285170.8426785785429670.421339289271483
370.6162491493068550.767501701386290.383750850693145
380.6971684253603710.6056631492792580.302831574639629
390.6476283557128380.7047432885743250.352371644287163
400.7874285962448150.425142807510370.212571403755185
410.7476202320851140.5047595358297720.252379767914886
420.7033150913086140.5933698173827730.296684908691386
430.6652069113556070.6695861772887870.334793088644393
440.6234862234571920.7530275530856170.376513776542808
450.8874972825238560.2250054349522880.112502717476144
460.8611159627414970.2777680745170050.138884037258503
470.952887283688290.09422543262342020.0471127163117101
480.9602174443733850.07956511125322980.0397825556266149
490.967688266854050.0646234662919010.0323117331459505
500.9590234803035650.08195303939287090.0409765196964354
510.984385697179150.03122860564169810.0156143028208491
520.983330047883550.03333990423289890.0166699521164494
530.9780282633547870.04394347329042590.0219717366452130
540.992059800530120.01588039893975940.00794019946987969
550.9917086429992630.01658271400147370.00829135700073685
560.9886041957460840.02279160850783090.0113958042539154
570.98527373291080.02945253417840000.0147262670892000
580.9892889938291360.02142201234172710.0107110061708636
590.9867044851800750.02659102963985100.0132955148199255
600.9914150626760950.01716987464780950.00858493732390475
610.9899165619392360.02016687612152830.0100834380607641
620.9889152521965360.02216949560692810.0110847478034641
630.9923515700732730.01529685985345430.00764842992672716
640.9896005185428230.02079896291435480.0103994814571774
650.9863576674555880.02728466508882380.0136423325444119
660.982274756909310.03545048618137940.0177252430906897
670.9770219490110530.04595610197789390.0229780509889470
680.9772669644149580.04546607117008490.0227330355850424
690.9708534968552680.05829300628946420.0291465031447321
700.9623777782314580.07524444353708360.0376222217685418
710.954093939861870.09181212027625950.0459060601381297
720.944481995177520.1110360096449600.0555180048224802
730.938666777468990.1226664450620190.0613332225310095
740.924563101449390.1508737971012200.0754368985506098
750.9161908183211030.1676183633577940.0838091816788969
760.8973006228248790.2053987543502430.102699377175121
770.8762621491995650.2474757016008700.123737850800435
780.8525079556294460.2949840887411090.147492044370554
790.8281928340364530.3436143319270940.171807165963547
800.7980137724422930.4039724551154150.201986227557707
810.7661768886776020.4676462226447950.233823111322397
820.7590453939479940.4819092121040120.240954606052006
830.7246653947062180.5506692105875640.275334605293782
840.6864612017733950.627077596453210.313538798226605
850.6648290838895860.6703418322208280.335170916110414
860.7009531057069510.5980937885860980.299046894293049
870.6662137359017090.6675725281965820.333786264098291
880.6268458911529390.7463082176941220.373154108847061
890.668938465093240.662123069813520.33106153490676
900.6268333729974040.7463332540051930.373166627002596
910.6752214078056850.649557184388630.324778592194315
920.6842082806428030.6315834387143940.315791719357197
930.8256860075066230.3486279849867540.174313992493377
940.7936682866488660.4126634267022690.206331713351134
950.7941966041915660.4116067916168670.205803395808434
960.7627612255978670.4744775488042660.237238774402133
970.7271419112686950.545716177462610.272858088731305
980.7415564096027820.5168871807944360.258443590397218
990.7020950285319440.5958099429361120.297904971468056
1000.6605815246436640.6788369507126710.339418475356336
1010.6224613303551540.7550773392896920.377538669644846
1020.7415168842508240.5169662314983520.258483115749176
1030.7678172055282680.4643655889434640.232182794471732
1040.7278062289427130.5443875421145740.272193771057287
1050.6880495342613120.6239009314773750.311950465738688
1060.698511845012020.602976309975960.30148815498798
1070.6592357558285650.681528488342870.340764244171435
1080.6167790403014210.7664419193971580.383220959698579
1090.6232660678013450.753467864397310.376733932198655
1100.5823626451715510.8352747096568980.417637354828449
1110.6295583451675680.7408833096648630.370441654832432
1120.5849675313052340.8300649373895320.415032468694766
1130.5631789093941690.8736421812116620.436821090605831
1140.7138676056537430.5722647886925140.286132394346257
1150.773147768507240.4537044629855200.226852231492760
1160.7423546416985310.5152907166029380.257645358301469
1170.7004806912054240.5990386175891520.299519308794576
1180.6668410252654250.666317949469150.333158974734575
1190.6203270802209140.7593458395581720.379672919779086
1200.5829991539267040.8340016921465920.417000846073296
1210.8789879738696050.2420240522607890.121012026130395
1220.8463269711484170.3073460577031650.153673028851583
1230.8733425586801780.2533148826396440.126657441319822
1240.8378589883708370.3242820232583260.162141011629163
1250.7991766980757470.4016466038485060.200823301924253
1260.8644109550554580.2711780898890850.135589044944542
1270.8254720796309420.3490558407381150.174527920369057
1280.818761776876410.3624764462471790.181238223123589
1290.7818114819078740.4363770361842520.218188518092126
1300.7899709289214210.4200581421571580.210029071078579
1310.8135162142664360.3729675714671280.186483785733564
1320.8304841477891130.3390317044217730.169515852210887
1330.8703048253789090.2593903492421820.129695174621091
1340.8254771516851610.3490456966296780.174522848314839
1350.7722435678819680.4555128642360650.227756432118032
1360.7727343346219440.4545313307561120.227265665378056
1370.7092511835325270.5814976329349460.290748816467473
1380.6335726149442840.7328547701114330.366427385055717
1390.5816936776740370.8366126446519250.418306322325963
1400.6158691690627210.7682616618745570.384130830937279
1410.5777664942054910.8444670115890170.422233505794509
1420.4888413606943620.9776827213887230.511158639305638
1430.3894505293272280.7789010586544550.610549470672773
1440.3000248677837490.6000497355674980.699975132216251
1450.2628209201419270.5256418402838540.737179079858073
1460.1780734196831990.3561468393663970.821926580316801
1470.1062991761139670.2125983522279350.893700823886033
1480.1661950246658940.3323900493317890.833804975334106


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level00OK
5% type I error level180.127659574468085NOK
10% type I error level250.177304964539007NOK