Multiple Linear Regression - Estimated Regression Equation
Browser[t] = + 2.2508308386481 + 0.0570595976687348Geslacht[t] -0.0112130678120525Leeftijd[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)2.25083083864810.4842214.64847e-063e-06
Geslacht0.05705959766873480.1668710.34190.7328490.366424
Leeftijd-0.01121306781205250.069323-0.16180.8717070.435853


Multiple Linear Regression - Regression Statistics
Multiple R0.0309682849398595
R-squared0.000959034672116332
Adjusted R-squared-0.0116075183508759
F-TEST (value)0.076316446551544
F-TEST (DF numerator)2
F-TEST (DF denominator)159
p-value0.92655688279474
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation1.03225886671091
Sum Squared Residuals169.423780496623


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
112.22939896163247-1.22939896163247
212.25182509725657-1.25182509725657
322.25182509725657-0.251825097256569
432.30888469492530.691115305074696
522.21818589382041-0.218185893820412
612.24061202944452-1.24061202944452
732.297671627113250.702328372886748
832.263038165068620.736961834931378
912.25182509725657-1.25182509725657
1022.25182509725657-0.251825097256569
1112.3088846949253-1.3088846949253
1232.297671627113250.702328372886748
1312.22939896163246-1.22939896163246
1442.229398961632461.77060103836754
1512.24061202944452-1.24061202944452
1622.2864585593012-0.286458559301199
1722.22939896163246-0.229398961632464
1832.30888469492530.691115305074696
1912.27524549148915-1.27524549148915
2012.22939896163246-1.22939896163246
2132.30888469492530.691115305074696
2222.22939896163246-0.229398961632464
2312.25182509725657-1.25182509725657
2432.252819355865040.747180644134958
2532.251825097256570.748174902743431
2612.26303816506862-1.26303816506862
2712.26303816506862-1.26303816506862
2812.25182509725657-1.25182509725657
2932.30888469492530.691115305074696
3032.240612029444520.759387970555483
3112.3088846949253-1.3088846949253
3232.251825097256570.748174902743431
3332.218185893820410.781814106179588
3432.30888469492530.691115305074696
3532.30888469492530.691115305074696
3612.3088846949253-1.3088846949253
3742.251825097256571.74817490274343
3812.3088846949253-1.3088846949253
3922.3088846949253-0.308884694925304
4012.22939896163246-1.22939896163246
4122.22939896163246-0.229398961632464
4212.22939896163246-1.22939896163246
4332.263038165068620.736961834931378
4412.3088846949253-1.3088846949253
4532.30888469492530.691115305074696
4612.26303816506862-1.26303816506862
4732.30888469492530.691115305074696
4832.30888469492530.691115305074696
4912.24061202944452-1.24061202944452
5032.30888469492530.691115305074696
5132.251825097256570.748174902743431
5232.240612029444520.759387970555483
5322.24061202944452-0.240612029444517
5432.263038165068620.736961834931378
5522.29767162711325-0.297671627113252
5612.24061202944452-1.24061202944452
5732.251825097256570.748174902743431
5812.25182509725657-1.25182509725657
5932.30888469492530.691115305074696
6012.2864585593012-1.2864585593012
6112.24061202944452-1.24061202944452
6232.218185893820410.781814106179588
6312.22939896163246-1.22939896163246
6432.30888469492530.691115305074696
6512.24061202944452-1.24061202944452
6622.29767162711325-0.297671627113252
6732.30888469492530.691115305074696
6832.30888469492530.691115305074696
6922.25182509725657-0.251825097256569
7032.251825097256570.748174902743431
7122.26303816506862-0.263038165068622
7232.297671627113250.702328372886748
7312.29767162711325-1.29767162711325
7442.240612029444521.75938797055548
7512.24061202944452-1.24061202944452
7632.229398961632460.770601038367536
7732.229398961632460.770601038367536
7812.3088846949253-1.3088846949253
7932.28645855930120.7135414406988
8042.30888469492531.6911153050747
8132.30888469492530.691115305074696
8232.251825097256570.748174902743431
8332.218185893820410.781814106179588
8432.218185893820410.781814106179588
8512.3088846949253-1.3088846949253
8612.32009776273736-1.32009776273736
8712.24061202944452-1.24061202944452
8812.26303816506862-1.26303816506862
8912.25182509725657-1.25182509725657
9032.251825097256570.748174902743431
9122.25182509725657-0.251825097256569
9212.29767162711325-1.29767162711325
9322.24061202944452-0.240612029444517
9432.240612029444520.759387970555483
9512.25182509725657-1.25182509725657
9632.240612029444520.759387970555483
9732.30888469492530.691115305074696
9822.25182509725657-0.251825097256569
9932.28645855930120.7135414406988
10032.297671627113250.702328372886748
10132.240612029444520.759387970555483
10222.29767162711325-0.297671627113252
10312.22939896163246-1.22939896163246
10442.251825097256571.74817490274343
10512.29767162711325-1.29767162711325
10612.24061202944452-1.24061202944452
10712.3088846949253-1.3088846949253
10812.26303816506862-1.26303816506862
10932.251825097256570.748174902743431
11032.251825097256570.748174902743431
11112.20697282600836-1.20697282600836
11232.240612029444520.759387970555483
11332.251825097256570.748174902743431
11442.240612029444521.75938797055548
11512.25182509725657-1.25182509725657
11612.29767162711325-1.29767162711325
11732.251825097256570.748174902743431
11832.229398961632460.770601038367536
11932.297671627113250.702328372886748
12032.229398961632460.770601038367536
12122.25182509725657-0.251825097256569
12232.240612029444520.759387970555483
12332.206972826008360.79302717399164
12432.263038165068620.736961834931378
12542.240612029444521.75938797055548
12622.29767162711325-0.297671627113252
12742.240612029444521.75938797055548
12822.24061202944452-0.240612029444517
12932.30888469492530.691115305074696
13042.30888469492531.6911153050747
13112.25182509725657-1.25182509725657
13212.2864585593012-1.2864585593012
13342.30888469492531.6911153050747
13432.320097762737360.679902237262643
13542.30888469492531.6911153050747
13632.240612029444520.759387970555483
13732.229398961632460.770601038367536
13822.3088846949253-0.308884694925304
13912.2864585593012-1.2864585593012
14042.229398961632461.77060103836754
14132.240612029444520.759387970555483
14212.21818589382041-1.21818589382041
14332.251825097256570.748174902743431
14412.3088846949253-1.3088846949253
14512.24061202944452-1.24061202944452
14612.26303816506862-1.26303816506862
14732.30888469492530.691115305074696
14822.3088846949253-0.308884694925304
14932.30888469492530.691115305074696
15012.2864585593012-1.2864585593012
15142.251825097256571.74817490274343
15212.24061202944452-1.24061202944452
15332.229398961632460.770601038367536
15412.27524549148915-1.27524549148915
15532.252819355865040.747180644134958
15632.30888469492530.691115305074696
15732.240612029444520.759387970555483
15832.263038165068620.736961834931378
15922.24061202944452-0.240612029444517
16042.229398961632461.77060103836754
16132.30888469492530.691115305074696
16232.229398961632460.770601038367536


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
60.215625991613670.431251983227340.78437400838633
70.1014667834227830.2029335668455650.898533216577217
80.2456419502791540.4912839005583080.754358049720846
90.2157331294413610.4314662588827220.784266870558639
100.140271277580330.280542555160660.85972872241967
110.3428736000562940.6857472001125870.657126399943706
120.2881585130384050.5763170260768090.711841486961595
130.2287679470245490.4575358940490980.77123205297545
140.6119953612238940.7760092775522130.388004638776107
150.5776989993821390.8446020012357220.422301000617861
160.5101636364273460.9796727271453080.489836363572654
170.4325114045167320.8650228090334640.567488595483268
180.378741967254810.757483934509620.62125803274519
190.4182699255576880.8365398511153760.581730074442312
200.3792538975661410.7585077951322820.620746102433859
210.3302294968067870.6604589936135730.669770503193214
220.2783999458562170.5567998917124330.721600054143783
230.2685252835458980.5370505670917960.731474716454102
240.2521405885298040.5042811770596080.747859411470196
250.2788931104077970.5577862208155930.721106889592203
260.2673258254554670.5346516509109350.732674174544533
270.2506617449318930.5013234898637860.749338255068107
280.2322761886120050.4645523772240090.767723811387995
290.201229018916480.4024580378329610.79877098108352
300.231980403951290.4639608079025790.76801959604871
310.280276830007050.56055366001410.71972316999295
320.3047026785211680.6094053570423360.695297321478832
330.3104835763914830.6209671527829660.689516423608517
340.2827404619962280.5654809239924560.717259538003772
350.253692637798830.5073852755976610.74630736220117
360.2926289257025790.5852578514051570.707371074297421
370.4590824456598740.9181648913197490.540917554340126
380.4891794729486630.9783589458973260.510820527051337
390.4381023037037530.8762046074075070.561897696296247
400.4394391354544320.8788782709088650.560560864545568
410.3885715786163850.777143157232770.611428421383615
420.388434313453210.776868626906420.61156568654679
430.3908178013787010.7816356027574030.609182198621299
440.4152680165130170.8305360330260340.584731983486983
450.3931753973350220.7863507946700450.606824602664978
460.3944461520265570.7888923040531140.605553847973443
470.3713412654882880.7426825309765750.628658734511712
480.3469900767954540.6939801535909080.653009923204546
490.3478420449249180.6956840898498350.652157955075082
500.3230784863122850.6461569726245690.676921513687715
510.3236991298946870.6473982597893740.676300870105313
520.3220296775170860.6440593550341710.677970322482914
530.2812077511611850.562415502322370.718792248838815
540.2745367671307020.5490735342614050.725463232869298
550.23869774329230.47739548658460.7613022567077
560.2442052743869950.4884105487739890.755794725613005
570.2380553736362950.4761107472725890.761944626363705
580.2467732392581270.4935464785162530.753226760741873
590.2257379557094280.4514759114188560.774262044290572
600.2458309704405330.4916619408810650.754169029559467
610.2527016326878840.5054032653757670.747298367312117
620.2542508330135180.5085016660270360.745749166986482
630.2612312080842470.5224624161684930.738768791915753
640.2407104529776450.481420905955290.759289547022355
650.2499828621773290.4999657243546580.750017137822671
660.2172678303503190.4345356607006380.782732169649681
670.1988791265231780.3977582530463550.801120873476822
680.1812775777733510.3625551555467030.818722422226649
690.154691081051660.3093821621033210.84530891894834
700.149236844379290.298473688758580.85076315562071
710.1258623591728840.2517247183457690.874137640827116
720.1138754925065950.227750985013190.886124507493405
730.1296895281969540.2593790563939080.870310471803046
740.199013100231560.398026200463120.80098689976844
750.2111293985100480.4222587970200960.788870601489952
760.2052679505184620.4105359010369240.794732049481538
770.1977305770137110.3954611540274220.80226942298629
780.2193097787567350.4386195575134710.780690221243264
790.2029085800206370.4058171600412740.797091419979363
800.2623385880010340.5246771760020680.737661411998966
810.2425891894076620.4851783788153240.757410810592338
820.2290836767415740.4581673534831470.770916323258426
830.2186718734377330.4373437468754660.781328126562267
840.2066157812859940.4132315625719880.793384218714006
850.2266518020911150.453303604182230.773348197908885
860.2486416463679160.4972832927358310.751358353632084
870.2668203059382330.5336406118764650.733179694061767
880.291792189164830.5835843783296610.70820781083517
890.3189601137767160.6379202275534310.681039886223284
900.3014244280986780.6028488561973560.698575571901322
910.2699418509524830.5398837019049650.730058149047517
920.2939441178759080.5878882357518160.706055882124092
930.2613621668979620.5227243337959250.738637833102038
940.2440173241587320.4880346483174630.755982675841268
950.275334910506620.550669821013240.72466508949338
960.2565662538879190.5131325077758380.743433746112081
970.2351678100703110.4703356201406220.764832189929689
980.209049955750110.418099911500220.79095004424989
990.1937356525586570.3874713051173140.806264347441343
1000.1776043871951070.3552087743902140.822395612804893
1010.162013450349060.324026900698120.83798654965094
1020.1369668724256340.2739337448512690.863033127574366
1030.154866431727960.3097328634559210.84513356827204
1040.1998252970514150.399650594102830.800174702948585
1050.2189253265273510.4378506530547020.781074673472649
1060.2508679803828720.5017359607657440.749132019617128
1070.2811076854961450.562215370992290.718892314503855
1080.3436624066509140.6873248133018280.656337593349086
1090.3155480586227310.6310961172454630.684451941377269
1100.2876988690993640.5753977381987280.712301130900636
1110.3120661398363750.6241322796727490.687933860163625
1120.2842756295835280.5685512591670560.715724370416472
1130.2562131965496570.5124263930993130.743786803450343
1140.3080857837639220.6161715675278440.691914216236078
1150.3697003221442760.7394006442885510.630299677855724
1160.4074991692422790.8149983384845580.592500830757721
1170.3713045416353270.7426090832706530.628695458364673
1180.3392221949171420.6784443898342840.660777805082858
1190.3096609669761330.6193219339522670.690339033023867
1200.2793021991233720.5586043982467440.720697800876628
1210.2543058458389490.5086116916778990.74569415416105
1220.2240253327321710.4480506654643420.775974667267829
1230.2044714096616390.4089428193232780.795528590338361
1240.1756536441825560.3513072883651120.824346355817444
1250.2145664091693210.4291328183386420.785433590830679
1260.181713396533520.3634267930670390.81828660346648
1270.2257487995575580.4514975991151160.774251200442442
1280.193057056676220.386114113352440.80694294332378
1290.1653540593720620.3307081187441230.834645940627938
1300.207832703250360.415665406500720.79216729674964
1310.2641811328845780.5283622657691560.735818867115422
1320.2819704279693420.5639408559386840.718029572030658
1330.346891805519180.693783611038360.65310819448082
1340.3085218150680720.6170436301361440.691478184931928
1350.4104241465204680.8208482930409370.589575853479532
1360.362457254369750.7249145087394990.63754274563025
1370.3180197857528780.6360395715057560.681980214247122
1380.2638989980073560.5277979960147110.736101001992644
1390.2724296602378370.5448593204756740.727570339762163
1400.3402368612340690.6804737224681380.659763138765931
1410.2972160136723660.5944320273447310.702783986327634
1420.3402530672366290.6805061344732580.65974693276337
1430.2908187859621410.5816375719242810.70918121403786
1440.3195440166625340.6390880333250680.680455983337466
1450.3980008867339970.7960017734679940.601999113266003
1460.5697416194834440.8605167610331120.430258380516556
1470.5084627175537170.9830745648925660.491537282446283
1480.4368536178926710.8737072357853410.56314638210733
1490.3731232007493510.7462464014987030.626876799250649
1500.4279520295591710.8559040591183410.572047970440829
1510.4557432818145760.9114865636291520.544256718185424
1520.7074939790686710.5850120418626580.292506020931329
1530.5954640999329750.809071800134050.404535900067025
1540.8731323458331440.2537353083337120.126867654166856
1550.789389977849060.4212200443018790.21061002215094
1560.6352124982197350.729575003560530.364787501780265


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