Multiple Linear Regression - Estimated Regression Equation

HuurDVD[t] = + 83.1351258298301 -0.0934365930966516Cultuur[t] + 0.109135245038658Bioscoop[t] + 0.0869617581299381Schouwburg[t] + 0.0646540079085407EendagsA[t] + e[t]

Multiple Linear Regression - Ordinary Least Squares
Variable	Parameter	S.D.	T-STAT H0: parameter = 0	2-tail p-value	1-tail p-value
(Intercept)	83.1351258298301	1.838159	45.2274	0	0
Cultuur	-0.0934365930966516	0.09627	-0.9706	0.336171	0.168085
Bioscoop	0.109135245038658	0.028887	3.7781	0.000402	0.000201
Schouwburg	0.0869617581299381	0.039463	2.2036	0.031919	0.015959
EendagsA	0.0646540079085407	0.05414	1.1942	0.237718	0.118859

Multiple Linear Regression - Regression Statistics
Multiple R	0.937045913686147
R-squared	0.878055044355907
Adjusted R-squared	0.868851651477107
F-TEST (value)	95.4055809546664
F-TEST (DF numerator)	4
F-TEST (DF denominator)	53
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	0.458486156322067
Sum Squared Residuals	11.1411064435661

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	99.85	100.127198644296	-0.277198644295529
2	99.91	100.054923388201	-0.144923388200880
3	99.87	100.05398902227	-0.183989022269906
4	99.86	100.254808616035	-0.394808616034638
5	100.1	100.253874250104	-0.153874250103675
6	100.1	100.249202420449	-0.149202420448842
7	100.12	100.246399322656	-0.126399322655933
8	99.95	100.239858761139	-0.289858761139169
9	99.94	100.598234820220	-0.658234820220197
10	100.18	100.598399359925	-0.418399359925161
11	100.31	100.590924432477	-0.280924432477434
12	100.65	100.618529769961	0.0314702300385115
13	100.65	100.582024750304	0.0679752496958729
14	100.69	100.569877993202	0.120122006798429
15	101.26	100.597647870391	0.662352129609404
16	101.26	100.710620701026	0.549379298974222
17	101.38	100.709686335095	0.670313664905178
18	101.38	100.709686335095	0.670313664905178
19	101.38	100.811683285281	0.568316714718751
20	101.44	100.749080767906	0.69091923209351
21	101.4	101.173418266467	0.226581733533075
22	101.4	101.203206308852	0.196793691148244
23	100.58	101.189190819887	-0.609190819887265
24	100.58	101.191276963753	-0.61127696375305
25	100.58	100.843892139959	-0.263892139959382
26	100.59	100.812123698307	-0.222123698306515
27	100.81	100.812123698307	-0.00212369830651655
28	100.75	101.045748912167	-0.295748912166995
29	100.75	101.031097923939	-0.281097923939262
30	100.96	101.004935677872	-0.0449356778722066
31	101.31	100.980642163667	0.329357836332932
32	101.64	100.986914071258	0.653085928741681
33	101.46	101.614542789084	-0.154542789084159
34	101.73	101.68081642189	0.0491835781100019
35	101.73	101.759267024541	-0.0292670245406264
36	101.64	101.765194746351	-0.125194746350822
37	101.77	101.763326014489	0.0066739855111056
38	101.74	101.759170463506	-0.0191704635056463
39	101.89	101.747023706403	0.142976293596923
40	101.89	102.092604916408	-0.202604916407770
41	101.93	102.084195623029	-0.154195623029064
42	101.93	102.039869890200	-0.109869890199809
43	102.32	102.041738622062	0.278261377938245
44	102.41	102.413636260089	-0.00363626008916682
45	103.58	103.075534563676	0.50446543632427
46	104.12	103.312619470698	0.807380529302485
47	104.1	103.326634959662	0.773365040337978
48	104.15	103.350809253276	0.79919074672451
49	104.15	103.362036750818	0.787963249181803
50	104.16	103.362851896158	0.79714810384248
51	102.94	103.375013759631	-0.435013759631192
52	103.07	103.495529909975	-0.425529909974759
53	103.04	103.500837238893	-0.460837238892813
54	103.06	103.525041745249	-0.465041745248511
55	103.05	103.502930935944	-0.452930935944159
56	102.95	103.474899958015	-0.524899958015158
57	102.95	103.721742832605	-0.771742832605233
58	103.05	103.690908756883	-0.640908756883344

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
8	0.0289658713591797	0.0579317427183593	0.97103412864082
9	0.00746213064323157	0.0149242612864631	0.992537869356768
10	0.00216179362829080	0.00432358725658161	0.99783820637171
11	0.00063376116478035	0.0012675223295607	0.99936623883522
12	0.000282983811411905	0.000565967622823811	0.999717016188588
13	0.000106513456637936	0.000213026913275872	0.999893486543362
14	2.59918901128813e-05	5.19837802257625e-05	0.999974008109887
15	5.47678210960592e-06	1.09535642192118e-05	0.99999452321789
16	0.000770064060613216	0.00154012812122643	0.999229935939387
17	0.00119871914466579	0.00239743828933158	0.998801280855334
18	0.00087729561782457	0.00175459123564914	0.999122704382175
19	0.000778754016190083	0.00155750803238017	0.99922124598381
20	0.0021863964359172	0.0043727928718344	0.997813603564083
21	0.00230804787171213	0.00461609574342425	0.997691952128288
22	0.00159498883196763	0.00318997766393526	0.998405011168032
23	0.0422248428992797	0.0844496857985594	0.95777515710072
24	0.174225941550468	0.348451883100937	0.825774058449532
25	0.24101990674562	0.48203981349124	0.75898009325438
26	0.227601318898627	0.455202637797254	0.772398681101373
27	0.174439467581799	0.348878935163598	0.8255605324182
28	0.234329145405208	0.468658290810416	0.765670854594792
29	0.297638940656466	0.595277881312933	0.702361059343534
30	0.297691480171988	0.595382960343977	0.702308519828012
31	0.244284925505156	0.488569851010312	0.755715074494844
32	0.228159175735471	0.456318351470941	0.77184082426453
33	0.201929374191878	0.403858748383756	0.798070625808122
34	0.160903059470874	0.321806118941748	0.839096940529126
35	0.144052211664309	0.288104423328618	0.855947788335691
36	0.140024790897970	0.280049581795940	0.85997520910203
37	0.146776591626137	0.293553183252274	0.853223408373863
38	0.162806012368132	0.325612024736265	0.837193987631868
39	0.633276099769395	0.733447800461209	0.366723900230605
40	0.633062812935343	0.733874374129313	0.366937187064656
41	0.648388781821508	0.703222436356984	0.351611218178492
42	0.585919113484092	0.828161773031816	0.414080886515908
43	0.515764917684114	0.968470164631771	0.484235082315886
44	0.449894036454031	0.899788072908061	0.55010596354597
45	0.584384989232597	0.831230021534806	0.415615010767403
46	0.488499046882027	0.976998093764055	0.511500953117973
47	0.382325755874989	0.764651511749978	0.617674244125011
48	0.27816375170928	0.55632750341856	0.72183624829072
49	0.250508298317221	0.501016596634442	0.749491701682779
50	0.992493813993596	0.0150123720128081	0.00750618600640404

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	13	0.302325581395349	NOK
5% type I error level	15	0.348837209302326	NOK
10% type I error level	17	0.395348837209302	NOK