Multiple Linear Regression - Estimated Regression Equation

Uitkomst[t] = + 0.185303968656867 + 0.0711269695700534Weken[t] -0.0671051681541314GebruikLimieten[t] -0.0397315280184394Review[t] + 0.0573116309063332GebruikStatistiek[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)	0.185303968656867	0.136703	1.3555	0.177302	0.088651
Weken	0.0711269695700534	0.040183	1.7701	0.07876	0.03938
GebruikLimieten	-0.0671051681541314	0.086413	-0.7766	0.438648	0.219324
Review	-0.0397315280184394	0.094539	-0.4203	0.674897	0.337449
GebruikStatistiek	0.0573116309063332	0.066008	0.8682	0.386655	0.193328

Multiple Linear Regression - Regression Statistics
Multiple R	0.185104513165963
R-squared	0.0342636807944081
Adjusted R-squared	0.00833787356741245
F-TEST (value)	1.32160516717606
F-TEST (DF numerator)	4
F-TEST (DF denominator)	149
p-value	0.264554271046526
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	0.488632308709574
Sum Squared Residuals	35.5754684341125

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	1	0.36297515076451	0.63702484923549
2	0	0.46981184693708	-0.46981184693708
3	0	0.469811846937081	-0.469811846937081
4	0	0.469811846937081	-0.469811846937081
5	0	0.469811846937081	-0.469811846937081
6	1	0.402706678782949	0.597293321217051
7	0	0.469811846937081	-0.469811846937081
8	0	0.430080318918641	-0.430080318918641
9	1	0.469811846937081	0.530188153062919
10	0	0.402706678782949	-0.402706678782949
11	0	0.36297515076451	-0.36297515076451
12	0	0.469811846937081	-0.469811846937081
13	0	0.527123477843414	-0.527123477843414
14	0	0.36297515076451	-0.36297515076451
15	1	0.527123477843414	0.472876522156586
16	1	0.487391949824974	0.512608050175026
17	0	0.477598412577176	-0.477598412577176
18	0	0.36297515076451	-0.36297515076451
19	1	0.469811846937081	0.530188153062919
20	1	0.544703580731308	0.455296419268692
21	0	0.402706678782949	-0.402706678782949
22	1	0.460018309689282	0.539981690310718
23	1	0.469811846937081	0.530188153062919
24	1	0.402706678782949	0.597293321217051
25	1	0.487391949824974	0.512608050175026
26	0	0.527123477843414	-0.527123477843414
27	1	0.402706678782949	0.597293321217051
28	0	0.527123477843414	-0.527123477843414
29	1	0.469811846937081	0.530188153062919
30	0	0.469811846937081	-0.469811846937081
31	0	0.469811846937081	-0.469811846937081
32	0	0.402706678782949	-0.402706678782949
33	0	0.402706678782949	-0.402706678782949
34	1	0.430080318918641	0.569919681081359
35	0	0.469811846937081	-0.469811846937081
36	0	0.469811846937081	-0.469811846937081
37	0	0.420286781670843	-0.420286781670843
38	1	0.527123477843414	0.472876522156586
39	1	0.469811846937081	0.530188153062919
40	0	0.430080318918641	-0.430080318918641
41	1	0.584435108749747	0.415564891250253
42	1	0.527123477843414	0.472876522156586
43	1	0.402706678782949	0.597293321217051
44	0	0.36297515076451	-0.36297515076451
45	0	0.469811846937081	-0.469811846937081
46	1	0.469811846937081	0.530188153062919
47	0	0.469811846937081	-0.469811846937081
48	1	0.469811846937081	0.530188153062919
49	1	0.469811846937081	0.530188153062919
50	0	0.469811846937081	-0.469811846937081
51	0	0.487391949824974	-0.487391949824974
52	0	0.477598412577176	-0.477598412577176
53	1	0.469811846937081	0.530188153062919
54	0	0.584435108749747	-0.584435108749747
55	0	0.469811846937081	-0.469811846937081
56	1	0.487391949824974	0.512608050175026
57	1	0.527123477843414	0.472876522156586
58	1	0.469811846937081	0.530188153062919
59	1	0.469811846937081	0.530188153062919
60	1	0.477598412577176	0.522401587422824
61	1	0.36297515076451	0.63702484923549
62	0	0.527123477843414	-0.527123477843414
63	0	0.469811846937081	-0.469811846937081
64	1	0.36297515076451	0.63702484923549
65	0	0.469811846937081	-0.469811846937081
66	0	0.469811846937081	-0.469811846937081
67	0	0.544703580731307	-0.544703580731307
68	0	0.402706678782949	-0.402706678782949
69	1	0.469811846937081	0.530188153062919
70	0	0.527123477843414	-0.527123477843414
71	0	0.469811846937081	-0.469811846937081
72	1	0.469811846937081	0.530188153062919
73	1	0.527123477843414	0.472876522156586
74	0	0.460018309689282	-0.460018309689282
75	1	0.469811846937081	0.530188153062919
76	1	0.430080318918641	0.569919681081359
77	1	0.469811846937081	0.530188153062919
78	1	0.527123477843414	0.472876522156586
79	1	0.544703580731308	0.455296419268692
80	0	0.430080318918641	-0.430080318918641
81	0	0.469811846937081	-0.469811846937081
82	1	0.460018309689282	0.539981690310718
83	0	0.469811846937081	-0.469811846937081
84	0	0.584435108749747	-0.584435108749747
85	1	0.469811846937081	0.530188153062919
86	0	0.402706678782949	-0.402706678782949
87	1	0.260452739642842	0.739547260357158
88	1	0.278032842530736	0.721967157469264
89	0	0.327557907796974	-0.327557907796974
90	1	0.327557907796974	0.672442092203026
91	0	0.327557907796974	-0.327557907796974
92	0	0.220721211624403	-0.220721211624403
93	0	0.260452739642842	-0.260452739642842
94	0	0.327557907796974	-0.327557907796974
95	0	0.287826379778534	-0.287826379778534
96	1	0.327557907796974	0.672442092203026
97	0	0.220721211624403	-0.220721211624403
98	0	0.327557907796974	-0.327557907796974
99	0	0.260452739642842	-0.260452739642842
100	1	0.327557907796974	0.672442092203026
101	1	0.260452739642842	0.739547260357158
102	0	0.327557907796974	-0.327557907796974
103	0	0.327557907796974	-0.327557907796974
104	0	0.327557907796974	-0.327557907796974
105	0	0.345138010684868	-0.345138010684868
106	0	0.327557907796974	-0.327557907796974
107	0	0.327557907796974	-0.327557907796974
108	0	0.278032842530736	-0.278032842530736
109	0	0.327557907796974	-0.327557907796974
110	0	0.260452739642842	-0.260452739642842
111	0	0.278032842530736	-0.278032842530736
112	0	0.287826379778534	-0.287826379778534
113	0	0.384869538703307	-0.384869538703307
114	0	0.278032842530736	-0.278032842530736
115	0	0.260452739642842	-0.260452739642842
116	0	0.327557907796974	-0.327557907796974
117	1	0.260452739642842	0.739547260357158
118	0	0.260452739642842	-0.260452739642842
119	0	0.327557907796974	-0.327557907796974
120	1	0.327557907796974	0.672442092203026
121	0	0.260452739642842	-0.260452739642842
122	0	0.327557907796974	-0.327557907796974
123	0	0.278032842530736	-0.278032842530736
124	1	0.384869538703307	0.615130461296693
125	1	0.327557907796974	0.672442092203026
126	0	0.287826379778534	-0.287826379778534
127	0	0.327557907796974	-0.327557907796974
128	1	0.327557907796974	0.672442092203026
129	0	0.327557907796974	-0.327557907796974
130	1	0.327557907796974	0.672442092203026
131	0	0.260452739642842	-0.260452739642842
132	1	0.260452739642842	0.739547260357158
133	0	0.317764370549176	-0.317764370549176
134	0	0.327557907796974	-0.327557907796974
135	0	0.327557907796974	-0.327557907796974
136	0	0.327557907796974	-0.327557907796974
137	1	0.317764370549176	0.682235629450824
138	1	0.278032842530736	0.721967157469264
139	0	0.287826379778534	-0.287826379778534
140	0	0.327557907796974	-0.327557907796974
141	1	0.44218116960964	0.55781883039036
142	1	0.345138010684867	0.654861989315133
143	0	0.260452739642842	-0.260452739642842
144	1	0.327557907796974	0.672442092203026
145	0	0.327557907796974	-0.327557907796974
146	1	0.287826379778534	0.712173620221466
147	0	0.345138010684868	-0.345138010684868
148	0	0.287826379778534	-0.287826379778534
149	0	0.260452739642842	-0.260452739642842
150	1	0.327557907796974	0.672442092203026
151	1	0.327557907796974	0.672442092203026
152	0	0.375076001455509	-0.375076001455509
153	0	0.375076001455509	-0.375076001455509
154	0	0.317764370549176	-0.317764370549176

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
8	1.07381474625245e-48	2.1476294925049e-48	1
9	0.527644722386996	0.944710555226008	0.472355277613004
10	0.716905614942242	0.566188770115516	0.283094385057758
11	0.7350746258793	0.5298507482414	0.2649253741207
12	0.646191530850639	0.707616938298721	0.353808469149361
13	0.547867356164464	0.904265287671072	0.452132643835536
14	0.511112352729838	0.977775294540325	0.488887647270162
15	0.601301738364117	0.797396523271766	0.398698261635883
16	0.589210239667356	0.821579520665287	0.410789760332644
17	0.717995028553861	0.564009942892278	0.282004971446139
18	0.66777603980279	0.664447920394421	0.33222396019721
19	0.724692508350692	0.550614983298617	0.275307491649308
20	0.705089310089165	0.589821379821669	0.294910689910835
21	0.653872391580332	0.692255216839336	0.346127608419668
22	0.661853416249158	0.676293167501684	0.338146583750842
23	0.698491851647676	0.603016296704648	0.301508148352324
24	0.72613491638685	0.5477301672263	0.27386508361315
25	0.725430413644298	0.549139172711403	0.274569586355702
26	0.740570790492263	0.518858419015473	0.259429209507737
27	0.756594422548307	0.486811154903386	0.243405577451693
28	0.759627212541482	0.480745574917036	0.240372787458518
29	0.776231857327661	0.447536285344677	0.223768142672339
30	0.759135593955805	0.481728812088389	0.240864406044195
31	0.739427789019213	0.521144421961574	0.260572210980787
32	0.722492064765346	0.555015870469308	0.277507935234654
33	0.701036167798914	0.597927664402171	0.298963832201086
34	0.717899813802006	0.564200372395988	0.282100186197994
35	0.698937481228656	0.602125037542688	0.301062518771344
36	0.678565773067332	0.642868453865337	0.321434226932668
37	0.675611529039165	0.64877694192167	0.324388470960835
38	0.677052610301916	0.645894779396168	0.322947389698084
39	0.695109323538617	0.609781352922765	0.304890676461383
40	0.678948663719631	0.642102672560737	0.321051336280369
41	0.651998843910411	0.696002312179177	0.348001156089589
42	0.640155673754456	0.719688652491089	0.359844326245544
43	0.665512493688743	0.668975012622514	0.334487506311257
44	0.638218302863559	0.723563394272882	0.361781697136441
45	0.625719636936768	0.748560726126463	0.374280363063232
46	0.640500151914316	0.718999696171369	0.359499848085684
47	0.629709681365954	0.740580637268092	0.370290318634046
48	0.642386147535075	0.71522770492985	0.357613852464925
49	0.651785915469988	0.696428169060024	0.348214084530012
50	0.644005928558398	0.711988142883204	0.355994071441602
51	0.641890428272771	0.716219143454459	0.358109571727229
52	0.647858110721521	0.704283778556957	0.352141889278479
53	0.653091432121611	0.693817135756777	0.346908567878389
54	0.677836980675345	0.644326038649311	0.322163019324655
55	0.67411833761667	0.65176332476666	0.32588166238333
56	0.679723801289372	0.640552397421256	0.320276198710628
57	0.672271926129209	0.655456147741581	0.327728073870791
58	0.675926807380779	0.648146385238443	0.324073192619221
59	0.679192002645803	0.641615994708394	0.320807997354197
60	0.683088568919954	0.633822862160093	0.316911431080047
61	0.712774078389744	0.574451843220512	0.287225921610256
62	0.717283024160716	0.565433951678567	0.282716975839284
63	0.711503115086574	0.576993769826851	0.288496884913426
64	0.73719232932117	0.525615341357659	0.26280767067883
65	0.73069539825074	0.53860920349852	0.26930460174926
66	0.725249845769015	0.549500308461971	0.274750154230985
67	0.734006830405906	0.531986339188189	0.265993169594095
68	0.723233931698363	0.553532136603275	0.276766068301637
69	0.726491215683597	0.547017568632807	0.273508784316404
70	0.734983674242283	0.530032651515434	0.265016325757717
71	0.736530374347827	0.526939251304346	0.263469625652173
72	0.736867696233476	0.526264607533048	0.263132303766524
73	0.729473569123736	0.541052861752528	0.270526430876264
74	0.728967633303353	0.542064733393294	0.271032366696647
75	0.728673680278468	0.542652639443064	0.271326319721532
76	0.738088318363817	0.523823363272365	0.261911681636183
77	0.745465898658934	0.509068202682132	0.254534101341066
78	0.746759902633619	0.506480194732761	0.253240097366381
79	0.753068670746761	0.493862658506478	0.246931329253239
80	0.735470795195794	0.529058409608413	0.264529204804206
81	0.722732590514526	0.554534818970948	0.277267409485474
82	0.747235214814198	0.505529570371603	0.252764785185802
83	0.730108691114027	0.539782617771947	0.269891308885973
84	0.741368808095559	0.517262383808882	0.258631191904441
85	0.759384291306586	0.481231417386827	0.240615708693414
86	0.731143836373629	0.537712327252742	0.268856163626371
87	0.748070550273137	0.503858899453726	0.251929449726863
88	0.774579148473963	0.450841703052074	0.225420851526037
89	0.789770808878553	0.420458382242893	0.210229191121447
90	0.798740206913743	0.402519586172515	0.201259793086257
91	0.798873916466343	0.402252167067313	0.201126083533657
92	0.778722435042933	0.442555129914133	0.221277564957066
93	0.756165944823661	0.487668110352677	0.243834055176339
94	0.740191275613729	0.519617448772542	0.259808724386271
95	0.712635519010125	0.574728961979751	0.287364480989875
96	0.740597222329959	0.518805555340081	0.259402777670041
97	0.706998343568783	0.586003312862433	0.293001656431217
98	0.686109930240764	0.627780139518472	0.313890069759236
99	0.652995258919664	0.694009482160672	0.347004741080336
100	0.686554875240143	0.626890249519713	0.313445124759857
101	0.744181764409896	0.511636471180209	0.255818235590104
102	0.724494481958222	0.551011036083557	0.275505518041778
103	0.703809113948766	0.592381772102468	0.296190886051234
104	0.682574930622204	0.634850138755592	0.317425069377796
105	0.660292742483765	0.67941451503247	0.339707257516235
106	0.637868760923908	0.724262478152184	0.362131239076092
107	0.616103282835909	0.767793434328183	0.383896717164091
108	0.574767157723799	0.850465684552401	0.425232842276201
109	0.552590379525069	0.894819240949862	0.447409620474931
110	0.509632880108293	0.980734239783414	0.490367119891707
111	0.465681905451186	0.931363810902373	0.534318094548814
112	0.432680283455993	0.865360566911986	0.567319716544007
113	0.426633330420935	0.853266660841871	0.573366669579064
114	0.385310547134465	0.77062109426893	0.614689452865535
115	0.343024110634895	0.68604822126979	0.656975889365105
116	0.324480522292407	0.648961044584815	0.675519477707593
117	0.407824060404923	0.815648120809846	0.592175939595077
118	0.36008951383611	0.720179027672221	0.63991048616389
119	0.343953367234534	0.687906734469068	0.656046632765466
120	0.367398685632804	0.734797371265609	0.632601314367196
121	0.32073776994401	0.641475539888021	0.67926223005599
122	0.304845504672799	0.609691009345598	0.695154495327201
123	0.265277964472156	0.530555928944312	0.734722035527844
124	0.266904665379068	0.533809330758136	0.733095334620932
125	0.290336236224307	0.580672472448613	0.709663763775693
126	0.272636944801774	0.545273889603549	0.727363055198226
127	0.251676860882057	0.503353721764114	0.748323139117943
128	0.274677311758533	0.549354623517067	0.725322688241467
129	0.251134803541428	0.502269607082857	0.748865196458572
130	0.277041180206091	0.554082360412182	0.722958819793909
131	0.233999854781211	0.467999709562422	0.766000145218789
132	0.31798854512433	0.63597709024866	0.68201145487567
133	0.270910781155982	0.541821562311964	0.729089218844018
134	0.239167345489053	0.478334690978107	0.760832654510947
135	0.215089422408249	0.430178844816499	0.784910577591751
136	0.201243311609716	0.402486623219433	0.798756688390284
137	0.272611748178199	0.545223496356399	0.727388251821801
138	0.51373199914961	0.97253600170078	0.48626800085039
139	0.481360647313899	0.962721294627799	0.518639352686101
140	0.583287739131653	0.833424521736693	0.416712260868347
141	0.498874529511352	0.997749059022705	0.501125470488648
142	0.560669317612318	0.878661364775365	0.439330682387682
143	0.446756245897044	0.893512491794087	0.553243754102956
144	0.36987685159755	0.7397537031951	0.63012314840245
145	0.616805500208738	0.766388999582524	0.383194499791262
146	1	1.86443380449897e-46	9.32216902249484e-47

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	2	0.0143884892086331	NOK
5% type I error level	2	0.0143884892086331	OK
10% type I error level	2	0.0143884892086331	OK