Multiple Linear Regression - Estimated Regression Equation
slaap[t] = + 3.17334321322817 -0.108024153179539`aantal-dagen-dat-baby-in-buik-is`[t] -0.241165836249599`danger-high-voltage`[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)3.173343213228170.24115113.159200
`aantal-dagen-dat-baby-in-buik-is`-0.1080241531795390.057239-1.88720.0640510.032025
`danger-high-voltage`-0.2411658362495990.059729-4.03770.0001587.9e-05


Multiple Linear Regression - Regression Statistics
Multiple R0.583537843141241
R-squared0.340516414377931
Adjusted R-squared0.318161038594132
F-TEST (value)15.2319700492221
F-TEST (DF numerator)2
F-TEST (DF denominator)59
p-value4.63999722555286e-06
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.618940394838914
Sum Squared Residuals22.6021455294377


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
11.1941.75103745756092-0.557037457560918
22.1162.046051419894250.069948580105749
32.5262.489926493861530.0360735061384691
42.8032.102115955394430.700884044605569
51.3611.51343641836626-0.152436418366256
62.2821.647710440768420.634289559231577
72.9812.548151512425300.432848487574695
81.8251.563667649594740.261332350405259
92.6742.484633310355740.189366689644264
102.2722.34474203198823-0.0727420319882331
112.5261.699021913528700.826978086471296
121.3611.358473856353930.00252614364607151
132.3322.69101154072897-0.359011540728966
141.1311.33017152822089-0.199171528220889
152.1282.52838309239345-0.400383092393449
162.1522.33107506233474-0.179075062334743
172.372.287217256143850.0827827438561503
182.372.173899919458510.196100080541486
191.8082.93217737697857-1.12417737697857
202.8962.93217737697857-0.0361773769785655
2101.32034133028155-1.32034133028155
221.3351.42771733854201-0.092717338542013
232.6672.391460563962100.275539436037895
242.4852.334911834048890.150088165951105
251.8252.31244281018755-0.487442810187551
262.5652.484633310355740.0803666896442642
272.6252.089909226085140.535090773914856
282.1041.752817941812110.351182058187886
291.0651.33913753293479-0.274137532934791
302.382.43472615158679-0.0547261515867888
3101.83091940456092-1.83091940456092
322.2081.877261766274940.330738233725058
332.9912.509586889740210.481413110259791
342.0792.32864643316448-0.249646433164481
352.3612.56478723201495-0.203787232014953
362.4162.038597753324860.377402246675137
372.582.131822597518800.448177402481196
382.5492.082455559515760.466544440484245
392.9652.663737356327410.301262643672589
402.8562.415065755708110.440934244291887
4101.30997101157632-1.30997101157632
422.8332.157156175715690.675843824284315
432.3891.653867817499660.735132182500344
442.6172.384979114771330.232020885228667
452.1281.696105261392860.431894738607144
462.1281.596559089961630.531440910038368
472.5262.243467474106140.282532525893863
482.582.120912158047670.459087841952329
492.2822.50537394776621-0.223373947766207
502.2622.140088359513320.121911640486682
511.8872.10595272710858-0.218952727108584
521.6861.86478689085898-0.178786890858984
530.9561.4262050003975-0.470205000397499
541.3351.42555685547842-0.090556855478422
552.3982.204902851421040.193097148578959
562.3322.69101154072897-0.359011540728966
572.5882.248760657611930.339239342388066
581.6861.87753374093417-0.19153374093417
592.762.277387058204510.482612941795488
602.3321.631074721178770.700925278821227
612.9652.647101636737760.317898363262238
6202.5391855077114-2.5391855077114


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
60.1754854093859780.3509708187719560.824514590614022
70.1083717902011640.2167435804023290.891628209798836
80.05985759717596430.1197151943519290.940142402824036
90.02760023757473610.05520047514947210.972399762425264
100.01305034548994620.02610069097989230.986949654510054
110.01228085488530730.02456170977061460.987719145114693
120.008645682543467020.01729136508693400.991354317456533
130.08284884899810150.1656976979962030.917151151001899
140.06436758437691920.1287351687538380.935632415623081
150.05400899546005440.1080179909201090.945991004539946
160.03523010326377590.07046020652755190.964769896736224
170.01993390314433180.03986780628866360.980066096855668
180.01157205678891360.02314411357782710.988427943211087
190.04748527295962240.09497054591924480.952514727040378
200.03278267248368740.06556534496737490.967217327516313
210.1967259388777620.3934518777555230.803274061122238
220.1441017788433210.2882035576866420.85589822115668
230.1130128876301230.2260257752602460.886987112369877
240.07955176489186250.1591035297837250.920448235108137
250.07174393404853760.1434878680970750.928256065951462
260.04857585112280210.09715170224560420.951424148877198
270.04592687660289260.09185375320578530.954073123397107
280.03469099342911460.06938198685822920.965309006570885
290.02436994180394460.04873988360788930.975630058196055
300.01517240757309220.03034481514618440.984827592426908
310.2396027587159410.4792055174318820.760397241284059
320.2038672945312010.4077345890624020.796132705468799
330.1823719493584050.364743898716810.817628050641595
340.1424747270329180.2849494540658350.857525272967082
350.1069632332553550.2139264665107090.893036766744645
360.08596339719852390.1719267943970480.914036602801476
370.0711590302941120.1423180605882240.928840969705888
380.05892563454180560.1178512690836110.941074365458194
390.04299130698209120.08598261396418240.95700869301791
400.0353574250287510.0707148500575020.96464257497125
410.1426993847168780.2853987694337550.857300615283123
420.1540370957760620.3080741915521240.845962904223938
430.1554932965179050.310986593035810.844506703482095
440.1192573948308400.2385147896616790.88074260516916
450.09240524969007130.1848104993801430.907594750309929
460.07250097421525540.1450019484305110.927499025784745
470.05408473274776760.1081694654955350.945915267252232
480.04415205176926630.08830410353853260.955847948230734
490.02765199043014580.05530398086029150.972348009569854
500.01719282854637530.03438565709275060.982807171453625
510.009416483383893260.01883296676778650.990583516616107
520.004745019281839650.00949003856367930.99525498071816
530.004355843998367200.008711687996734390.995644156001633
540.005095214455011760.01019042891002350.994904785544988
550.002726294509447330.005452589018894670.997273705490553
560.0645326393809820.1290652787619640.935467360619018


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level30.0588235294117647NOK
5% type I error level130.254901960784314NOK
10% type I error level240.470588235294118NOK