Multiple Linear Regression - Estimated Regression Equation
handgebruik[t] = + 4.14821985603947 -0.0935744572405169ontmoeting[t] + 0.181694835293119extravert[t] + 0.0616746589819732blozen[t] + 0.149405325426724populariteit[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)4.148219856039470.6033546.875300
ontmoeting-0.09357445724051690.055498-1.68610.0938420.046921
extravert0.1816948352931190.062652.90010.0042870.002144
blozen0.06167465898197320.0723460.85250.3952920.197646
populariteit0.1494053254267240.1015451.47130.1432870.071644


Multiple Linear Regression - Regression Statistics
Multiple R0.314528747220300
R-squared0.0989283328279716
Adjusted R-squared0.0750588846909643
F-TEST (value)4.14455886286673
F-TEST (DF numerator)4
F-TEST (DF denominator)151
p-value0.00325211903668698
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation1.06408114994983
Sum Squared Residuals170.972572745462


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
155.37518587821598-0.375185878215982
224.58340273640871-2.58340273640871
365.433531395545130.566468604454869
465.10788531401320.892114685986802
565.684479906543250.315520093456752
654.882603098870.117396901129995
755.33956722669676-0.33956722669676
864.832616021479561.16738397852044
965.251836560252010.748163439747991
1054.976567267718370.0234327322816268
1154.194346769967540.80565323003246
1255.32186965917271-0.321869659172713
1365.716379704801790.283620295198209
1455.43353139554513-0.433531395545128
1555.19561598045795-0.195615980457949
1665.588780511767620.411219488232382
1765.345411017492530.654588982507475
1844.80071622322102-0.800716223221019
1955.43898547473304-0.438985474733042
2054.735712422586250.264287577413754
2155.40921061400961-0.409210614009612
2265.564849441839950.435150558160047
2354.894290680461540.105709319538464
2475.163716182199411.83628381780059
2565.134331033083830.865668966916172
2665.313121507626130.68687849237387
2765.046600366639080.953399633360923
2865.509018573653750.490981426346254
2945.46582090541152-1.46582090541152
3054.525446930687380.474553069312617
3165.655519538329650.344480461670347
3245.77592942624865-1.77592942624865
3355.31351121923398-0.313511219233982
3455.28373635851055-0.283736358510552
3555.09658744402952-0.0965874440295194
3675.40375653482171.59624346517830
3775.582936720971851.41706327902815
3864.829711660728741.17028833927126
3975.289190437698471.71080956230153
4064.376041605260661.62395839473934
4154.858672028942340.14132797105766
4264.978692205253491.02130779474651
4345.25183656025201-1.25183656025201
4465.444439553920960.555560446079045
4554.782628944089120.21737105591088
4665.008467065976920.991532934023083
4764.917796969487221.08220303051278
4855.18977218966218-0.189772189662184
4965.526716141177790.473283858822207
5055.07014172495889-0.0701417249588896
5154.797776793176070.202223206823929
5255.53507458111652-0.535074581116523
5365.746154565525220.253845434474779
5465.083954244085530.916045755914466
5554.952636197790710.0473638022092915
5675.684479906543251.31552009345675
5765.225390841181380.77460915881862
5854.856157379799370.143842620200625
5955.80782922450719-0.807829224507194
6065.650065459141740.349934540858261
6155.34580072910038-0.345800729100378
6255.40960032561746-0.409600325617464
6365.681965257400280.318034742599718
6465.470885272991580.529114727008415
6535.44482926552881-2.44482926552881
6655.25183656025201-0.251836560252009
6754.888446889665770.111553110334230
6865.014310856772680.985689143227318
6954.805780590801080.194219409198920
7055.34753595502764-0.347535955027639
7145.08104988333472-1.08104988333472
7255.71425476726668-0.714254767266678
7355.38315460654683-0.383154606546834
7424.61530253466725-2.61530253466725
7565.626524100821930.373475899178073
7665.283736358510550.716263641489448
7765.746154565525220.253845434474779
7865.043696005888260.95630399411174
7955.13181638394086-0.131816383940863
8055.00846706597692-0.00846706597691644
8164.978692205253491.02130779474651
8255.23335956951226-0.233359569512258
8355.25183656025201-0.251836560252009
8464.736526915096081.26347308490392
8535.10537066487023-2.10537066487023
8665.494816342919250.50518365708075
8735.65842389908047-2.65842389908047
8855.34541101749253-0.345411017492525
8955.52126206198988-0.52126206198988
9065.043696005888260.95630399411174
9155.31312150762613-0.31312150762613
9265.046210655031230.953789344968775
9364.744885355034811.25511464496519
9465.195615980457950.80438401954205
9555.13978511227174-0.139785112271741
9634.80032651161317-1.80032651161317
9745.62280524756127-1.62280524756127
9875.412150044054561.58784995594544
9965.438985474733040.561014525266958
10065.532559931973560.467440068026442
10155.4070856764745-0.407085676474499
10245.04660036663908-1.04660036663908
10365.53217022036570.467829779634294
10464.800326511613171.19967348838683
10565.626134389214070.373865610785925
10654.739041564239050.260958435760954
10765.807829224507190.192170775492806
10865.839729022765740.160270977234263
10924.42776390857836-2.42776390857836
11065.989524059800310.0104759401996865
11155.55861593943634-0.558615939436336
11255.52710585278564-0.527105852785645
11335.62068031002616-2.62068031002616
11445.83176029443486-1.83176029443486
11564.739041564239051.26095843576095
11655.5967492400985-0.596749240098497
11765.58332643257970.416673567420295
11845.47339992213455-1.47339992213455
11965.160387040546610.839612959453394
12045.32147994756486-1.32147994756486
12135.14601861467536-2.14601861467536
12265.345411017492530.654588982507475
12355.25144684864416-0.251446848644157
12475.257290639439921.74270936056008
12565.714254767266680.285745232733322
12665.957234549933920.0427654500660817
12755.00846706597692-0.00846706597691644
12855.65509475742767-0.65509475742767
12924.95012154864774-2.95012154864774
13054.920736399532170.0792636004678346
13134.86996989892602-1.86996989892602
13265.014310856772680.985689143227318
13355.21954705038561-0.219547050385614
13454.982021346906290.0179786530937135
13554.98747542609420.0125245739058002
13625.07053143656674-3.07053143656674
13755.16038704054661-0.160387040546606
13855.19561598045795-0.195615980457949
13965.650455170749590.349544829250409
14065.558615939436340.441384060563664
14154.714331071095680.285668928904323
14255.34541101749253-0.345411017492525
14355.22206169952858-0.222061699528579
14465.626134389214070.373865610785925
14565.594234590955530.405765409044469
14665.502785071250130.497214928749872
14765.070141724958890.92985827504111
14865.615226230838250.384773769161752
14975.652190396676851.34780960332315
15065.441500123876010.558499876123993
15165.07559580414680.924404195853197
15265.014700568380530.985299431619466
15375.807829224507191.19217077549281
15414.64256274624771-3.64256274624771
15565.684479906543250.315520093456752
15655.29503422849423-0.295034228494231


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
80.8417344565447360.3165310869105270.158265543455264
90.7489827806328020.5020344387343960.251017219367198
100.6259431478958370.7481137042083270.374056852104163
110.5109617799712960.9780764400574080.489038220028704
120.565839201102630.868321597794740.43416079889737
130.4664580161120080.9329160322240150.533541983887992
140.3789364490506030.7578728981012050.621063550949397
150.2986647465697030.5973294931394070.701335253430297
160.2238378169056610.4476756338113220.776162183094339
170.1701356891334550.340271378266910.829864310866545
180.1935612161109840.3871224322219690.806438783889016
190.1705038990385280.3410077980770560.829496100961472
200.1421690738402700.2843381476805410.85783092615973
210.1055998338640110.2111996677280210.89440016613599
220.07368359473105740.1473671894621150.926316405268943
230.04983265658508080.09966531317016170.95016734341492
240.1236073294226160.2472146588452330.876392670577384
250.1059792461623040.2119584923246070.894020753837697
260.09071474493622140.1814294898724430.909285255063779
270.07250404367928480.1450080873585700.927495956320715
280.0533974578602120.1067949157204240.946602542139788
290.09286327319753440.1857265463950690.907136726802466
300.06970110858695880.1394022171739180.930298891413041
310.05288146965562690.1057629393112540.947118530344373
320.1352167191834970.2704334383669950.864783280816503
330.1064778744886400.2129557489772810.89352212551136
340.08176997221993870.1635399444398770.918230027780061
350.06111688545027750.1222337709005550.938883114549723
360.1008326560300600.2016653120601210.89916734396994
370.1319234063606290.2638468127212570.868076593639372
380.1286200311030840.2572400622061670.871379968896916
390.1616922020451710.3233844040903420.838307797954829
400.1885673281379650.3771346562759300.811432671862035
410.1541991883138670.3083983766277350.845800811686133
420.1442966575508880.2885933151017750.855703342449112
430.1650992570810450.330198514162090.834900742918955
440.1358042067700440.2716084135400880.864195793229956
450.1140423658700330.2280847317400670.885957634129967
460.1062580757102210.2125161514204410.89374192428978
470.1067734124245340.2135468248490680.893226587575466
480.08757391634709570.1751478326941910.912426083652904
490.07059991453176730.1411998290635350.929400085468233
500.05545695788493650.1109139157698730.944543042115064
510.04344702972053820.08689405944107640.956552970279462
520.03847549293614650.07695098587229310.961524507063853
530.02899923652609930.05799847305219850.9710007634739
540.02480694131086350.04961388262172690.975193058689137
550.01890505166806080.03781010333612170.98109494833194
560.02092823235021950.0418564647004390.97907176764978
570.01751146706923920.03502293413847850.98248853293076
580.01293261447513320.02586522895026650.987067385524867
590.01261864034555720.02523728069111430.987381359654443
600.00930226223868350.0186045244773670.990697737761316
610.006873013300875110.01374602660175020.993126986699125
620.005322659271590530.01064531854318110.99467734072841
630.003747472329772350.007494944659544690.996252527670228
640.002731025993154860.005462051986309720.997268974006845
650.0171208919697310.0342417839394620.982879108030269
660.01289264464870520.02578528929741040.987107355351295
670.009581641284269240.01916328256853850.99041835871573
680.009103774375662130.01820754875132430.990896225624338
690.006906806858227750.01381361371645550.993093193141772
700.005545424415420130.01109084883084030.99445457558458
710.0069164211877710.0138328423755420.993083578812229
720.005792991848136740.01158598369627350.994207008151863
730.004331638633649880.008663277267299750.99566836136635
740.02912217324608520.05824434649217050.970877826753915
750.02284137492533490.04568274985066980.977158625074665
760.01963514725370210.03927029450740420.980364852746298
770.01485741714172000.02971483428344010.98514258285828
780.01389644286679790.02779288573359570.986103557133202
790.01041679991988900.02083359983977790.98958320008011
800.007663612297223040.01532722459444610.992336387702777
810.007715095014757970.01543019002951590.992284904985242
820.005685495209693980.01137099041938800.994314504790306
830.004170104547300630.008340209094601270.9958298954527
840.004994437070805070.009988874141610140.995005562929195
850.01346703499591740.02693406999183470.986532965004083
860.01066055686493730.02132111372987460.989339443135063
870.04695878011400010.09391756022800020.953041219886
880.03738996337266110.07477992674532220.962610036627339
890.03037301603321060.06074603206642120.96962698396679
900.02941342426459540.05882684852919070.970586575735405
910.02283168324650680.04566336649301350.977168316753493
920.02241522133496540.04483044266993080.977584778665035
930.02834296584961870.05668593169923740.971657034150381
940.02602942093883810.05205884187767620.973970579061162
950.01987651290941790.03975302581883580.980123487090582
960.03101547728083310.06203095456166610.968984522719167
970.04389126631019880.08778253262039770.95610873368980
980.0579703925570930.1159407851141860.942029607442907
990.04921722490713940.09843444981427870.95078277509286
1000.0402171313011020.0804342626022040.959782868698898
1010.03161883734519350.0632376746903870.968381162654806
1020.02906163964753590.05812327929507190.970938360352464
1030.02291786941982850.0458357388396570.977082130580172
1040.02958089400155780.05916178800311550.970419105998442
1050.02309444705527690.04618889411055380.976905552944723
1060.01990953383138780.03981906766277560.980090466168612
1070.01476885054469880.02953770108939760.985231149455301
1080.01079146438041300.02158292876082590.989208535619587
1090.02947486963819910.05894973927639820.970525130361801
1100.02194722194389640.04389444388779270.978052778056104
1110.01830828907251410.03661657814502810.981691710927486
1120.01412673568984610.02825347137969220.985873264310154
1130.05517206955049180.1103441391009840.944827930449508
1140.1002882560049300.2005765120098600.89971174399507
1150.1596513666012880.3193027332025770.840348633398712
1160.1411216982189690.2822433964379380.858878301781031
1170.1157764951063270.2315529902126530.884223504893673
1180.1641535267766620.3283070535533250.835846473223337
1190.1481136174462170.2962272348924340.851886382553783
1200.1639017479365840.3278034958731680.836098252063416
1210.2576088817133670.5152177634267340.742391118286633
1220.2335877111027780.4671754222055550.766412288897222
1230.1922520395234630.3845040790469250.807747960476538
1240.2893843016209020.5787686032418040.710615698379098
1250.2427656962302590.4855313924605180.757234303769741
1260.2146367472310990.4292734944621970.785363252768901
1270.1844363870299270.3688727740598550.815563612970073
1280.2774441163093230.5548882326186460.722555883690677
1290.4693597661775930.9387195323551860.530640233822407
1300.4266265327419090.8532530654838170.573373467258091
1310.585170639295630.829658721408740.41482936070437
1320.6131557509795140.7736884980409720.386844249020486
1330.5692232357729710.8615535284540590.430776764227029
1340.532088325656110.9358233486877790.467911674343889
1350.4664719922045080.9329439844090150.533528007795492
1360.850220041082290.2995599178354190.149779958917709
1370.8033942508048850.393211498390230.196605749195115
1380.7409293144679370.5181413710641270.259070685532063
1390.6696966729218840.6606066541562320.330303327078116
1400.5883124747763940.8233750504472110.411687525223606
1410.5587211439883030.8825577120233950.441278856011697
1420.4775413021000290.9550826042000580.522458697899971
1430.3868688894291020.7737377788582030.613131110570898
1440.2936407603236860.5872815206473720.706359239676314
1450.2056593308664450.4113186617328910.794340669133555
1460.1326885105778560.2653770211557110.867311489422144
1470.1781705863895220.3563411727790450.821829413610478
1480.1026174412516030.2052348825032050.897382558748397


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level50.0354609929078014NOK
5% type I error level430.304964539007092NOK
10% type I error level620.439716312056738NOK