Multiple Linear Regression - Estimated Regression Equation

CorrectAnalysis_1[t] = -1.15798149687543 + 0.351151565220221Weeks[t] -0.00199330863477795uselimit[t] -0.163697515521597T40[t] + 0.150676124978063T20[t] + 0.248752117406973used[t] + 0.0440401232909736useful[t] -0.0414080650037894outcome[t] + 0.00149668514555213t + 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)	-1.15798149687543	0.306867	-3.7736	0.000234	0.000117
Weeks	0.351151565220221	0.085322	4.1156	6.5e-05	3.2e-05
uselimit	-0.00199330863477795	0.041366	-0.0482	0.961633	0.480817
T40	-0.163697515521597	0.058194	-2.813	0.00559	0.002795
T20	0.150676124978063	0.06741	2.2352	0.026931	0.013466
used	0.248752117406973	0.045286	5.493	0	0
useful	0.0440401232909736	0.045279	0.9726	0.332352	0.166176
outcome	-0.0414080650037894	0.039384	-1.0514	0.294823	0.147412
t	0.00149668514555213	0.000845	1.7715	0.078586	0.039293

Multiple Linear Regression - Regression Statistics
Multiple R	0.546977776330514
R-squared	0.299184687799473
Adjusted R-squared	0.260519015402203
F-TEST (value)	7.73773399633402
F-TEST (DF numerator)	8
F-TEST (DF denominator)	145
p-value	1.30143621435153e-08
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	0.231255582180693
Sum Squared Residuals	7.75447592201102

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	0	0.0410225599908448	-0.0410225599908448
2	0	-0.077776896746634	0.077776896746634
3	0	-0.0762802116010816	0.0762802116010816
4	0	-0.0747835264555295	0.0747835264555295
5	0	-0.0732868413099772	0.0732868413099772
6	0	-0.0711514065120189	0.0711514065120189
7	0	-0.070293471018873	0.070293471018873
8	0	0.0949007296482764	-0.0949007296482764
9	0	-0.108708165731558	0.108708165731558
10	0	-0.0677967242169946	0.0677967242169946
11	0	0.0973974764501549	-0.0973974764501549
12	0	-0.0628100452911124	0.0628100452911124
13	0	0.231478880552387	-0.231478880552387
14	0	0.101887531886811	-0.101887531886811
15	0	0.193064185839701	-0.193064185839701
16	0	0.358258386506851	-0.358258386506851
17	1	0.399169828021415	0.600830171978585
18	0	0.10787427246902	-0.10787427246902
19	0	-0.093741314276037	0.093741314276037
20	1	0.36424512708906	0.63575487291094
21	0	-0.00729306432494765	0.00729306432494765
22	0	0.201547673223788	-0.201547673223788
23	0	-0.0437144504028549	0.0437144504028549
24	0	-0.0442110738920807	0.0442110738920807
25	0	0.327688429525846	-0.327688429525846
26	0	0.250935787444564	-0.250935787444564
27	0	-0.0837611417463979	0.0837611417463979
28	0	0.209889034444695	-0.209889034444695
29	0	-0.0787744628205157	0.0787744628205157
30	0	0.00817041061979947	-0.00817041061979947
31	0	-0.034373027525622	0.034373027525622
32	0	-0.0348696510148478	0.0348696510148478
33	0	0.0106671574216779	-0.0106671574216779
34	0	0.0924064784288423	-0.0924064784288423
35	0	-0.0283862869434135	0.0283862869434135
36	0	-0.0268896017978613	0.0268896017978613
37	0	0.429103530932457	-0.429103530932457
38	0	0.183447820896427	-0.183447820896427
39	0	-0.0197674880740208	0.0197674880740208
40	0	0.186834777596918	-0.186834777596918
41	1	0.231977999624057	0.768022000375943
42	0	0.189434561478635	-0.189434561478635
43	0	-0.0157740561265903	0.0157740561265903
44	0	0.146788086253375	-0.146788086253375
45	0	0.0306206878030814	-0.0306206878030814
46	0	-0.00929069205515592	0.00929069205515592
47	0	-0.0104260651967879	0.0104260651967879
48	0	-0.0503374450550252	0.0503374450550252
49	0	-0.00480063661849954	0.00480063661849954
50	0	-0.00593600976013156	0.00593600976013156
51	0	0.408010308313991	-0.408010308313991
52	1	0.451553808115739	0.548446191884261
53	0	-0.0428540193272646	0.0428540193272646
54	1	0.24880284822905	0.75119715177095
55	0	0.00154741596762908	-0.00154741596762908
56	0	0.374085669037962	-0.374085669037962
57	0	0.255924961952891	-0.255924961952891
58	0	-0.035370593599504	0.035370593599504
59	0	-0.0338739084539518	0.0338739084539518
60	1	0.422119224276367	0.577880775723633
61	0	0.130823668723972	-0.130823668723972
62	0	0.304816452684441	-0.304816452684441
63	0	0.0135208971320461	-0.0135208971320461
64	0	0.135313724160628	-0.135313724160628
65	0	0.0165142674231504	-0.0165142674231504
66	0	0.0180109525687025	-0.0180109525687025
67	1	0.475997393933799	0.524002606066201
68	0	0.0190110142250288	-0.0190110142250288
69	0	-0.0189070569984306	0.0189070569984306
70	0	0.272749810557884	-0.272749810557884
71	0	0.0254943782964631	-0.0254943782964631
72	0	-0.0144170015617742	0.0144170015617742
73	0	0.235831800990751	-0.235831800990751
74	0	0.276743242505315	-0.276743242505315
75	0	-0.00992694612511781	0.00992694612511781
76	0	0.199307377833005	-0.199307377833005
77	0	-0.00693357583401355	0.00693357583401355
78	0	0.287355350009486	-0.287355350009486
79	1	0.408509427385662	0.591490572614338
80	0	0.246702183419003	-0.246702183419003
81	0	0.0404612297519844	-0.0404612297519844
82	0	0.247308658665942	-0.247308658665942
83	0	0.0434546000430886	-0.0434546000430886
84	1	0.293703402595614	0.706296597404386
85	0	0.049080028621377	-0.049080028621377
86	0	0.0459513468449671	-0.0459513468449671
87	0	-0.0675158824543929	0.0675158824543929
88	0	0.0320567951200698	-0.0320567951200698
89	0	-0.0211211385247212	0.0211211385247212
90	0	-0.0610325183829585	0.0610325183829585
91	0	0.0259123550573566	-0.0259123550573566
92	0	-0.169300516700906	0.169300516700906
93	0	0.0269124167136829	-0.0269124167136829
94	0	-0.0136377127969606	0.0136377127969606
95	0	-0.162817152629471	0.162817152629471
96	0	-0.0520524075096458	0.0520524075096458
97	0	-0.161817090973145	0.161817090973145
98	0	-0.00765097221475206	0.00765097221475206
99	0	-0.00814759570397787	0.00814759570397787
100	0	-0.0460656669274373	0.0460656669274373
101	0	-0.0465622904166631	0.0465622904166631
102	0	-0.00166423163254354	0.00166423163254354
103	0	-0.000167546486991416	0.000167546486991416
104	0	0.00132913865856071	-0.00132913865856071
105	0	0.100901816233023	-0.100901816233023
106	0	0.00432250894966497	-0.00432250894966497
107	0	0.0058191940952171	-0.0058191940952171
108	0	0.103398563034902	-0.103398563034902
109	0	0.00881256438632135	-0.00881256438632135
110	0	0.00831594089709553	-0.00831594089709553
111	0	0.151928741762532	-0.151928741762532
112	0	-0.137373505155085	0.137373505155085
113	0	0.263551422375503	-0.263551422375503
114	0	0.112378673908215	-0.112378673908215
115	0	0.0157993666248562	-0.0157993666248562
116	0	0.0192893604051862	-0.0192893604051862
117	0	-0.022615328087829	0.022615328087829
118	0	0.0202894220615126	-0.0202894220615126
119	0	0.0237794158418426	-0.0237794158418426
120	0	-0.0161319640163947	0.0161319640163947
121	0	0.0247794774981689	-0.0247794774981689
122	0	0.028269471278499	-0.028269471278499
123	0	0.125848840218184	-0.125848840218184
124	0	0.282647017263761	-0.282647017263761
125	0	-0.00864853828863405	0.00864853828863405
126	0	-0.116419913117355	0.116419913117355
127	0	0.0797930202972332	-0.0797930202972332
128	0	-0.00415848285197766	0.00415848285197766
129	0	0.0387462672973639	-0.0387462672973639
130	0	-0.0011651125608734	0.0011651125608734
131	0	0.0397463289536902	-0.0397463289536902
132	0	-0.000165050904547097	0.000165050904547097
133	0	0.291491816651768	-0.291491816651768
134	0	0.0462296930251245	-0.0462296930251245
135	0	0.0477263781706767	-0.0477263781706767
136	0	0.0492230633162288	-0.0492230633162288
137	0	0.30011061552116	-0.30011061552116
138	0	0.15093117568865	-0.15093117568865
139	0	-0.0969630062251776	0.0969630062251776
140	0	0.0552098038984373	-0.0552098038984373
141	1	0.264050541447173	0.735949458552827
142	0	0.114871101614663	-0.114871101614663
143	0	0.0577065507003158	-0.0577065507003158
144	0	0.06382860276783	-0.06382860276783
145	0	0.106733352917172	-0.106733352917172
146	0	-0.127894275210102	0.127894275210102
147	0	0.163762592346213	-0.163762592346213
148	0	-0.0834928399152085	0.0834928399152085
149	0	0.0666866615736285	-0.0666866615736285
150	0	0.0728087136411427	-0.0728087136411427
151	0	0.0302652754957213	-0.0302652754957213
152	1	0.319928834417258	0.680071165582742
153	1	0.365465642853784	0.634534357146216
154	0	0.322922204708363	-0.322922204708363

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
12	0	0	1
13	0	0	1
14	0	0	1
15	0	0	1
16	0	0	1
17	0.645396923577183	0.709206152845635	0.354603076422817
18	0.564152342531978	0.871695314936044	0.435847657468022
19	0.554602781288148	0.890794437423703	0.445397218711852
20	0.930589874497723	0.138820251004554	0.0694101255022771
21	0.902378083533151	0.195243832933699	0.0976219164668494
22	0.893759002183333	0.212481995633335	0.106240997816667
23	0.853957973921517	0.292084052156966	0.146042026078483
24	0.806519753128566	0.386960493742869	0.193480246871434
25	0.801685665144235	0.39662866971153	0.198314334855765
26	0.788944689801143	0.422110620397714	0.211055310198857
27	0.765204778844624	0.469590442310751	0.234795221155376
28	0.716264345936274	0.567471308127453	0.283735654063726
29	0.671274313412833	0.657451373174335	0.328725686587167
30	0.612936999784917	0.774126000430165	0.387063000215083
31	0.553872237607119	0.892255524785761	0.44612776239288
32	0.493188205701448	0.986376411402896	0.506811794298552
33	0.433006417837551	0.866012835675103	0.566993582162449
34	0.378949156459676	0.757898312919352	0.621050843540324
35	0.325016367553647	0.650032735107295	0.674983632446353
36	0.273747579617513	0.547495159235026	0.726252420382487
37	0.345358722895365	0.69071744579073	0.654641277104635
38	0.299781041082672	0.599562082165344	0.700218958917328
39	0.249582850355033	0.499165700710065	0.750417149644967
40	0.230112687436913	0.460225374873826	0.769887312563087
41	0.796519536705672	0.406960926588656	0.203480463294328
42	0.769589965595064	0.460820068809873	0.230410034404936
43	0.727478089691549	0.545043820616901	0.272521910308451
44	0.691125734496053	0.617748531007894	0.308874265503947
45	0.642010925160526	0.715978149678949	0.357989074839474
46	0.592527758530339	0.814944482939321	0.407472241469661
47	0.542884889201989	0.914230221596021	0.457115110798011
48	0.492961597242402	0.985923194484803	0.507038402757598
49	0.442887186112698	0.885774372225395	0.557112813887302
50	0.393357612973208	0.786715225946417	0.606642387026792
51	0.462787077910318	0.925574155820635	0.537212922089682
52	0.735972941369467	0.528054117261066	0.264027058630533
53	0.695572322104825	0.60885535579035	0.304427677895175
54	0.955137242250194	0.0897255154996123	0.0448627577498062
55	0.942260987437389	0.115478025125222	0.0577390125626109
56	0.967771559635606	0.0644568807287884	0.0322284403643942
57	0.967840482108928	0.0643190357821432	0.0321595178910716
58	0.958638234626599	0.0827235307468014	0.0413617653734007
59	0.947482072737309	0.105035854525382	0.052517927262691
60	0.984731075619075	0.0305378487618503	0.0152689243809251
61	0.982848461348741	0.0343030773025177	0.0171515386512588
62	0.984936103179459	0.0301277936410821	0.0150638968205411
63	0.979606724403307	0.0407865511933852	0.0203932755966926
64	0.979298615000807	0.0414027699983868	0.0207013849991934
65	0.972391012370457	0.0552179752590858	0.0276089876295429
66	0.963671494645011	0.0726570107099789	0.0363285053549894
67	0.986458504587331	0.0270829908253379	0.0135414954126689
68	0.981907832020624	0.0361843359587523	0.0180921679793761
69	0.975949968801674	0.0481000623966515	0.0240500311983257
70	0.977152485284909	0.0456950294301815	0.0228475147150907
71	0.969687973420305	0.0606240531593902	0.0303120265796951
72	0.960513422702731	0.0789731545945378	0.0394865772972689
73	0.959869456704899	0.0802610865902011	0.0401305432951006
74	0.963169103436193	0.0736617931276147	0.0368308965638074
75	0.952345410967435	0.0953091780651306	0.0476545890325653
76	0.95286945230463	0.0942610953907405	0.0471305476953702
77	0.939885714905104	0.120228570189793	0.0601142850948964
78	0.944254506464963	0.111490987070074	0.0557454935350368
79	0.98639336242644	0.027213275147119	0.0136066375735595
80	0.983868059155305	0.0322638816893907	0.0161319408446953
81	0.979264613120485	0.0414707737590299	0.0207353868795149
82	0.984287583677675	0.0314248326446491	0.0157124163223246
83	0.982892174595144	0.0342156508097129	0.0171078254048565
84	0.998619272222031	0.00276145555593802	0.00138072777796901
85	0.997962374164555	0.00407525167088924	0.00203762583544462
86	0.996993935626692	0.00601212874661691	0.00300606437330845
87	0.995688342177212	0.00862331564557694	0.00431165782278847
88	0.993796784834348	0.0124064303313047	0.00620321516565237
89	0.991276866063357	0.0174462678732852	0.0087231339366426
90	0.98803386008981	0.0239322798203802	0.0119661399101901
91	0.984007094983791	0.0319858100324172	0.0159929050162086
92	0.981623752015572	0.0367524959688564	0.0183762479844282
93	0.975926418815512	0.0481471623689756	0.0240735811844878
94	0.967943129329494	0.0641137413410122	0.0320568706705061
95	0.964440482070973	0.0711190358580536	0.0355595179290268
96	0.954404528732353	0.0911909425352948	0.0455954712676474
97	0.952079832873091	0.0958403342538183	0.0479201671269091
98	0.938510507867715	0.122978984264569	0.0614894921322846
99	0.922455160222786	0.155089679554428	0.077544839777214
100	0.904641582446351	0.190716835107298	0.0953584175536492
101	0.886085512532445	0.22782897493511	0.113914487467555
102	0.860512241548911	0.278975516902178	0.139487758451089
103	0.83127192304096	0.337456153918079	0.16872807695904
104	0.79837733204287	0.403245335914261	0.20162266795713
105	0.765938739923233	0.468122520153535	0.234061260076767
106	0.725701468551724	0.548597062896552	0.274298531448276
107	0.682391242585314	0.635217514829371	0.317608757414686
108	0.638018729229498	0.723962541541004	0.361981270770502
109	0.589199283066048	0.821601433867904	0.410800716933952
110	0.539533154272823	0.920933691454354	0.460466845727177
111	0.495105047188341	0.990210094376682	0.504894952811659
112	0.497665721550938	0.995331443101876	0.502334278449062
113	0.489160071639955	0.978320143279911	0.510839928360045
114	0.434957590384245	0.869915180768489	0.565042409615755
115	0.383476440241968	0.766952880483937	0.616523559758032
116	0.33057461327401	0.661149226548021	0.66942538672599
117	0.289632289891818	0.579264579783637	0.710367710108182
118	0.247261034190479	0.494522068380958	0.752738965809521
119	0.203463085169443	0.406926170338886	0.796536914830557
120	0.167458769774377	0.334917539548755	0.832541230225623
121	0.137548088409973	0.275096176819946	0.862451911590027
122	0.107283427235262	0.214566854470525	0.892716572764738
123	0.0819892592586738	0.163978518517348	0.918010740741326
124	0.0780340512283039	0.156068102456608	0.921965948771696
125	0.0576190565453992	0.115238113090798	0.942380943454601
126	0.0576832009521274	0.115366401904255	0.942316799047873
127	0.0427274308319327	0.0854548616638654	0.957272569168067
128	0.0298705581676755	0.059741116335351	0.970129441832325
129	0.0201122205761809	0.0402244411523618	0.979887779423819
130	0.0131906391389367	0.0263812782778734	0.986809360861063
131	0.00910411565083984	0.0182082313016797	0.99089588434916
132	0.0071715953490738	0.0143431906981476	0.992828404650926
133	0.00686474506118683	0.0137294901223737	0.993135254938813
134	0.00390983389819608	0.00781966779639216	0.996090166101804
135	0.00212399329256765	0.00424798658513529	0.997876006707432
136	0.00110819837352464	0.00221639674704928	0.998891801626475
137	0.00153922728365189	0.00307845456730378	0.998460772716348
138	0.00143516936961945	0.0028703387392389	0.998564830630381
139	0.000903346083612679	0.00180669216722536	0.999096653916387
140	0.000372879993047922	0.000745759986095845	0.999627120006952
141	0.0108282722379416	0.0216565444758832	0.989171727762058
142	0.00472269693472042	0.00944539386944085	0.99527730306528

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	17	0.129770992366412	NOK
5% type I error level	43	0.32824427480916	NOK
10% type I error level	61	0.465648854961832	NOK