Multiple Linear Regression - Estimated Regression Equation

Textiel[t] = + 124.086101127865 -0.0610116201669569werkloosheid[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)	124.086101127865	14.512187	8.5505	0	0
werkloosheid	-0.0610116201669569	0.02667	-2.2877	0.023923	0.011962

Multiple Linear Regression - Regression Statistics
Multiple R	0.205244703583461
R-squared	0.0421253883490629
Adjusted R-squared	0.0340760218646012
F-TEST (value)	5.23337935108073
F-TEST (DF numerator)	1
F-TEST (DF denominator)	119
p-value	0.0239234657019259
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	13.7600778454706
Sum Squared Residuals	22531.4293352959

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	101.5	95.5936745098963	5.90632549010373
2	99.2	96.0207558510651	3.17924414893485
3	107.8	96.7528952930686	11.0471047069314
4	92.3	97.0579533939034	-4.75795339390343
5	99.2	97.4850347350721	1.71496526492788
6	101.6	97.7900928359069	3.80990716409309
7	87	94.5564769670582	-7.55647696705819
8	71.4	92.9701748427173	-21.5701748427173
9	104.7	92.7871399822164	11.9128600177836
10	115.1	93.397256183886	21.702743816114
11	102.5	95.3496280292286	7.15037197077137
12	75.3	95.3496280292286	-20.0496280292286
13	96.7	95.0445699283938	1.65543007160616
14	94.6	95.1055815485608	-0.505581548560808
15	98.6	95.4106396493956	3.18936035060441
16	99.5	95.9597442308982	3.5402557691018
17	92	96.3258139518999	-4.32581395189994
18	93.6	96.264802331733	-2.66480233173299
19	89.3	92.5430935015486	-3.24309350154862
20	66.9	92.055000540213	-25.155000540213
21	108.8	92.1770237805469	16.6229762194531
22	113.2	92.4210702612147	20.7789297387853
23	105.5	93.0311864628843	12.4688135371157
24	77.8	92.8481516023834	-15.0481516023834
25	102.1	92.4210702612147	9.6789297387853
26	97	92.5430935015486	4.45690649845139
27	95.5	92.9701748427173	2.52982515728269
28	99.3	93.0311864628843	6.26881353711573
29	86.4	93.5192794242199	-7.11927942421992
30	92.4	93.1532097032182	-0.753209703218176
31	85.7	89.3704892528669	-3.67048925286685
32	61.9	88.6993614310303	-26.7993614310303
33	104.9	88.8213846713642	16.0786153286358
34	107.9	89.6145357335347	18.2854642664653
35	95.6	90.7127448965399	4.88725510346009
36	79.8	90.2246519352042	-10.4246519352043
37	94.8	89.7975705940355	5.00242940596444
38	93.7	89.8585822142025	3.84141778579749
39	108.1	90.2246519352042	17.8753480647957
40	96.9	90.8957797570408	6.00422024295923
41	88.8	91.3228610982095	-2.52286109820948
42	106.7	90.9567913772077	15.7432086227923
43	86.8	87.8451987486929	-1.04519874869293
44	69.8	86.8080012058547	-17.0080012058547
45	110.9	86.6859779655207	24.2140220344793
46	105.4	86.8080012058547	18.5919987941453
47	99.2	87.8451987486929	11.3548012513071
48	84.4	87.784187128526	-3.38418712852597
49	87.2	88.0282336091938	-0.8282336091938
50	91.9	88.1502568495277	3.74974315047229
51	97.9	88.4553149503625	9.4446850496375
52	94.5	89.126442772199	5.37355722780097
53	85	89.4925124932008	-4.49251249320077
54	100.3	89.3704892528669	10.9295107471331
55	78.7	86.1978850041851	-7.49788500418509
56	65.8	85.7097920428494	-19.9097920428494
57	104.8	85.7708036630164	19.0291963369836
58	96	86.7469895856877	9.25301041431229
59	103.3	87.784187128526	15.515812871474
60	82.9	87.6621638881921	-4.76216388819206
61	91.4	87.9062103688599	3.49378963114012
62	94.5	88.0892452293608	6.41075477063924
63	109.3	88.6993614310303	20.6006385689697
64	92.1	89.0654311520321	3.03456884796792
65	99.3	89.126442772199	10.173557227801
66	109.6	89.126442772199	20.473557227801
67	87.5	86.258896624352	1.24110337564795
68	73.1	85.8928269033503	-12.7928269033503
69	110.7	86.258896624352	24.4411033756479
70	111.6	88.2112684696947	23.3887315303053
71	110.7	89.5535241133677	21.1464758866323
72	84	90.1026286948703	-6.10262869487034
73	101.6	89.8585822142025	11.7414177857975
74	102.1	90.590721656206	11.509278343794
75	113.9	91.6279191990443	22.2720808009557
76	99	91.993988920046	7.006011079954
77	100.4	92.9091632225503	7.49083677744965
78	109.5	93.6413026645538	15.8586973354462
79	93.1	90.2246519352042	2.87534806479574
80	77	89.6145357335347	-12.6145357335347
81	108	91.0178029973747	16.9821970026253
82	119.9	91.932977299879	27.967022700121
83	105.9	92.9701748427173	12.9298251572827
84	78.2	92.7261283620495	-14.5261283620495
85	100.3	92.5430935015486	7.75690649845138
86	102.2	93.0921980830512	9.10780191694878
87	97	94.0073723855556	2.99262761444442
88	101.3	94.1904072460565	7.10959275394355
89	89.2	95.4716512695625	-6.27165126956254
90	93.3	94.9225466880599	-1.62254668805993
91	88.5	91.8719656797121	-3.37196567971209
92	61.5	91.5058959587103	-30.0058959587103
93	96.3	92.4820818813817	3.81791811861834
94	95.4	93.2142213233851	2.18577867661487
95	79.9	93.458267804053	-13.558267804053
96	66.7	92.6041051217156	-25.9041051217156
97	71.2	91.8719656797121	-20.6719656797121
98	73.1	91.5669075788773	-18.4669075788773
99	81	91.3838727183764	-10.3838727183764
100	77.2	91.3228610982095	-14.1228610982095
101	67.7	92.1160121603799	-24.4160121603799
102	76.7	91.3838727183764	-14.6838727183764
103	73.3	88.2722800898616	-14.9722800898616
104	54.1	87.6621638881921	-33.5621638881921
105	85	88.6383498108634	-3.63834981086337
106	85.9	89.6755473537016	-3.77554735370163
107	79.3	90.0416170747034	-10.7416170747034
108	67.2	89.0044195318651	-21.8044195318651
109	72.4	88.6993614310303	-16.2993614310303
110	76.1	89.0044195318651	-12.9044195318651
111	89.8	89.7365589738686	0.0634410261314014
112	84	90.4076867957051	-6.40768679570512
113	75.4	91.3228610982095	-15.9228610982095
114	90	90.8347681368738	-0.83476813687382
115	76.8	87.4181174075242	-10.6181174075242
116	59.6	87.2350825470234	-27.6350825470234
117	92.1	88.3332917100286	3.76670828997141
118	88.4	89.6755473537016	-1.27554735370163
119	82.8	90.590721656206	-7.79072165620599
120	69.4	90.4686984158721	-21.0686984158721
121	73.4	90.1636403150373	-16.7636403150373

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
5	0.102736415665186	0.205472831330373	0.897263584334814
6	0.0406121484890603	0.0812242969781206	0.95938785151094
7	0.0429208256715032	0.0858416513430064	0.957079174328497
8	0.0486000737962843	0.0972001475925686	0.951399926203716
9	0.219021856728138	0.438043713456276	0.780978143271862
10	0.41522666319283	0.830453326385659	0.58477333680717
11	0.326291316556377	0.652582633112753	0.673708683443623
12	0.481499053438803	0.962998106877607	0.518500946561197
13	0.387903568481579	0.775807136963158	0.612096431518421
14	0.303443512134936	0.606887024269872	0.696556487865064
15	0.231666253942276	0.463332507884552	0.768333746057724
16	0.172210504945345	0.34442100989069	0.827789495054655
17	0.131178888828041	0.262357777656082	0.868821111171959
18	0.0942699555226308	0.188539911045262	0.905730044477369
19	0.0660723831871179	0.132144766374236	0.933927616812882
20	0.136626447786084	0.273252895572168	0.863373552213916
21	0.203716533900387	0.407433067800773	0.796283466099613
22	0.289208807778857	0.578417615557715	0.710791192221143
23	0.27041330810087	0.540826616201741	0.72958669189913
24	0.297316209817671	0.594632419635342	0.702683790182329
25	0.264117181083921	0.528234362167841	0.735882818916079
26	0.214732338419224	0.429464676838449	0.785267661580776
27	0.169725879794405	0.339451759588811	0.830274120205595
28	0.136349832851628	0.272699665703256	0.863650167148372
29	0.116202212952022	0.232404425904043	0.883797787047978
30	0.0881627163524635	0.176325432704927	0.911837283647536
31	0.0683282395625411	0.136656479125082	0.931671760437459
32	0.141306905654089	0.282613811308178	0.858693094345911
33	0.177227322371476	0.354454644742953	0.822772677628524
34	0.212506086735668	0.425012173471336	0.787493913264332
35	0.175086410842525	0.350172821685051	0.824913589157475
36	0.163224511431998	0.326449022863996	0.836775488568002
37	0.133046202036544	0.266092404073088	0.866953797963456
38	0.105539446938748	0.211078893877496	0.894460553061252
39	0.122108489585927	0.244216979171854	0.877891510414073
40	0.0985478735242935	0.197095747048587	0.901452126475706
41	0.0777092637771788	0.155418527554358	0.922290736222821
42	0.0815696350993424	0.163139270198685	0.918430364900658
43	0.0636635125551819	0.127327025110364	0.936336487444818
44	0.0822749922444843	0.164549984488969	0.917725007755516
45	0.128672824898676	0.257345649797352	0.871327175101324
46	0.140368334772839	0.280736669545677	0.859631665227161
47	0.123636250498735	0.24727250099747	0.876363749501265
48	0.104201243920465	0.20840248784093	0.895798756079535
49	0.083609426005298	0.167218852010596	0.916390573994702
50	0.0653747670350212	0.130749534070042	0.934625232964979
51	0.0545411738373519	0.109082347674704	0.945458826162648
52	0.0423461265726523	0.0846922531453046	0.957653873427348
53	0.0341256153961352	0.0682512307922704	0.965874384603865
54	0.0293958049743133	0.0587916099486266	0.970604195025687
55	0.0262277367701026	0.0524554735402052	0.973772263229897
56	0.0432961915973303	0.0865923831946606	0.95670380840267
57	0.0524261200810802	0.10485224016216	0.94757387991892
58	0.0441220540131667	0.0882441080263334	0.955877945986833
59	0.0463728109653874	0.0927456219307749	0.953627189034613
60	0.0375735487941267	0.0751470975882534	0.962426451205873
61	0.0287542657045906	0.0575085314091811	0.971245734295409
62	0.0227246323386472	0.0454492646772944	0.977275367661353
63	0.0335517023533604	0.0671034047067208	0.96644829764664
64	0.0257238323615126	0.0514476647230252	0.974276167638487
65	0.0228558781130378	0.0457117562260757	0.977144121886962
66	0.0350505340757425	0.0701010681514849	0.964949465924258
67	0.0282109134361166	0.0564218268722332	0.971789086563883
68	0.028533193463172	0.0570663869263441	0.971466806536828
69	0.0712664847802455	0.142532969560491	0.928733515219755
70	0.151353775997188	0.302707551994375	0.848646224002813
71	0.248653310342398	0.497306620684796	0.751346689657602
72	0.220010539554663	0.440021079109325	0.779989460445337
73	0.244232479750303	0.488464959500605	0.755767520249697
74	0.262427342479395	0.52485468495879	0.737572657520605
75	0.39519858214512	0.79039716429024	0.60480141785488
76	0.372800070468985	0.74560014093797	0.627199929531015
77	0.345207974851318	0.690415949702636	0.654792025148682
78	0.378502914981119	0.757005829962238	0.621497085018881
79	0.362158917506352	0.724317835012704	0.637841082493648
80	0.347678612711382	0.695357225422764	0.652321387288618
81	0.466696956843635	0.93339391368727	0.533303043156365
82	0.795027250156833	0.409945499686334	0.204972749843167
83	0.840593441683242	0.318813116633516	0.159406558316758
84	0.839661340718526	0.320677318562948	0.160338659281474
85	0.852475941033238	0.295048117933524	0.147524058966762
86	0.874297341020134	0.251405317959733	0.125702658979866
87	0.860872547041207	0.278254905917587	0.139127452958793
88	0.875336086877065	0.24932782624587	0.124663913122935
89	0.845983167291644	0.308033665416713	0.154016832708356
90	0.82205738618031	0.35588522763938	0.17794261381969
91	0.803719450438578	0.392561099122844	0.196280549561422
92	0.903673001359479	0.192653997281041	0.0963269986405206
93	0.920433247427978	0.159133505144044	0.0795667525720219
94	0.937679792693296	0.124640414613408	0.0623202073067038
95	0.922117356681817	0.155765286636366	0.077882643318183
96	0.944399594845699	0.111200810308603	0.0556004051543015
97	0.945935760720701	0.108128478558598	0.0540642392792989
98	0.941388986737189	0.117222026525622	0.0586110132628112
99	0.920563613497456	0.158872773005089	0.0794363865025444
100	0.899062726832931	0.201874546334139	0.100937273167069
101	0.939161019716158	0.121677960567685	0.0608389802838424
102	0.930090243612151	0.139819512775697	0.0699097563878487
103	0.906015385126405	0.18796922974719	0.0939846148735948
104	0.966130218661011	0.0677395626779783	0.0338697813389892
105	0.957154764991106	0.0856904700177887	0.0428452350088944
106	0.942171905472084	0.115656189055833	0.0578280945279163
107	0.911741259001569	0.176517481996862	0.0882587409984308
108	0.911417167165036	0.177165665669927	0.0885828328349636
109	0.878937077906096	0.242125844187808	0.121062922093904
110	0.824053179378398	0.351893641243205	0.175946820621602
111	0.797208708606471	0.405582582787058	0.202791291393529
112	0.712947731072195	0.57410453785561	0.287052268927805
113	0.647552717282737	0.704894565434526	0.352447282717263
114	0.565281542947804	0.869436914104393	0.434718457052196
115	0.428666005510352	0.857332011020703	0.571333994489648
116	0.831311648779278	0.337376702441444	0.168688351220722

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	0	0	OK
5% type I error level	2	0.0178571428571429	OK
10% type I error level	21	0.1875	NOK