Multiple Linear Regression - Estimated Regression Equation
hoogte[t] = + 3.79804983737547 + 0.0114890321966031gewicht[t] + 1.1388895664414veldgoal[t] -0.0493155495249556vrijeworp[t] -0.00827334697367462puntpergame[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)3.798049837375470.4484378.469500
gewicht0.01148903219660310.0014547.899300
veldgoal1.13888956644140.7949211.43270.1582910.079145
vrijeworp-0.04931554952495560.380348-0.12970.8973670.448683
puntpergame-0.008273346973674620.00666-1.24230.2200510.110026


Multiple Linear Regression - Regression Statistics
Multiple R0.843716966762635
R-squared0.711858320003141
Adjusted R-squared0.68833655020748
F-TEST (value)30.2638077911309
F-TEST (DF numerator)4
F-TEST (DF denominator)49
p-value1.06203934535642e-12
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.256185836033174
Sum Squared Residuals3.21592794661679


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
16.86.777216428539690.0227835714603127
26.36.225389941602650.0746100583973457
36.46.332051581654790.0679484183452135
46.26.2365984856893-0.0365984856893019
56.96.428337208649580.471662791350417
66.46.60878764903926-0.208787649039261
76.36.36319559706509-0.0631955970650903
86.86.8627513965157-0.0627513965157051
96.96.91416451469152-0.0141645146915233
106.76.613311425024970.0866885749750283
116.97.00306804035636-0.10306804035636
126.97.06171595334801-0.161715953348009
136.36.247486656496170.0525133435038309
146.16.29669442621608-0.19669442621608
156.26.162157437117250.0378425628827506
166.86.648267014624350.15173298537565
176.56.399855420787650.100144579212345
187.66.811648923556890.788351076443113
196.36.50037165329436-0.200371653294361
207.17.007336460462280.0926635395377213
216.86.717350708367020.0826492916329766
227.37.276740292957540.0232597070424619
236.46.62716862979572-0.227168629795722
246.86.87505529519688-0.0750552951968792
257.26.838085663475040.361914336524963
266.46.341640210672020.0583597893279758
276.66.8028011287696-0.202801128769602
286.86.560157894601650.239842105398347
296.16.23984804432862-0.139848044328621
306.56.82232627045329-0.322326270453292
316.46.33548449617170.0645155038282995
3266.15011945108905-0.150119451089046
3366.38236303276735-0.382363032767349
347.37.276740292957540.0232597070424619
356.16.11104785141792-0.0110478514179177
366.77.0335500727241-0.333550072724105
376.46.5974806689817-0.197480668981698
385.85.97276246233688-0.172762462336878
396.96.856102730907960.043897269092039
4077.02165825889132-0.0216582588913217
417.36.810782484759740.489217515240259
425.95.776947769182530.123052230817475
436.26.44015844681562-0.240158446815625
446.87.01991994842145-0.219919948421446
4576.851582368820050.148417631179946
465.95.306524385227790.593475614772211
476.16.32751520664154-0.227515206641542
485.76.198832904207-0.498832904207001
497.17.022830136993270.0771698630067342
505.86.2094750450265-0.409475045026501
517.47.060976194797480.339023805202517
526.86.8014858275243-0.00148582752430329
536.86.704481265710230.0955187342897736
5476.829598344277630.170401655722373


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
80.2860480751853970.5720961503707940.713951924814603
90.305235523300610.6104710466012190.69476447669939
100.1797432246189730.3594864492379460.820256775381027
110.1186286350687660.2372572701375310.881371364931234
120.07475212100937320.1495042420187460.925247878990627
130.0392248603729610.0784497207459220.96077513962704
140.05236614951635320.1047322990327060.947633850483647
150.02821077907872110.05642155815744230.97178922092128
160.0150334371616340.03006687432326810.984966562838366
170.007465951423655020.014931902847310.992534048576345
180.5610385888549050.877922822290190.438961411145095
190.5321561362061850.935687727587630.467843863793815
200.4457160430441950.891432086088390.554283956955805
210.3638802770217740.7277605540435480.636119722978226
220.2861667732279470.5723335464558940.713833226772053
230.2939742043668660.5879484087337320.706025795633134
240.2313608954273480.4627217908546960.768639104572652
250.2815190877999590.5630381755999180.718480912200041
260.2163075540534640.4326151081069270.783692445946536
270.2074394202698250.4148788405396510.792560579730175
280.1987193244887440.3974386489774880.801280675511256
290.1627388451958960.3254776903917920.837261154804104
300.1745954567548820.3491909135097650.825404543245118
310.1304580614252410.2609161228504830.869541938574759
320.1038338981310140.2076677962620280.896166101868986
330.1448534277241980.2897068554483960.855146572275802
340.1001285468282630.2002570936565270.899871453171737
350.0668080426631040.1336160853262080.933191957336896
360.08276405601193610.1655281120238720.917235943988064
370.06113250553831980.122265011076640.93886749446168
380.04543852164819360.09087704329638730.954561478351806
390.02759242306040140.05518484612080290.972407576939599
400.01909565553407280.03819131106814560.980904344465927
410.04746930621481070.09493861242962130.95253069378519
420.0284928049442220.05698560988844410.971507195055778
430.0186167266217520.0372334532435040.981383273378248
440.0164229546098590.03284590921971810.98357704539014
450.02493986502601140.04987973005202270.975060134973989
460.8842212743598270.2315574512803460.115778725640173


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level00OK
5% type I error level60.153846153846154NOK
10% type I error level120.307692307692308NOK