Multiple Linear Regression - Estimated Regression Equation

UseLimit[t] = -0.213810071598671 + 0.132554010438934Weeks[t] -0.128607933450428T40[t] -0.0840656770554428T20[t] + 0.075387794529008Used[t] -0.0343701246133239CorrectAnalysis[t] + 0.065212162045852Useful[t] + 0.0745616972837747Outcome[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)	-0.213810071598671	1.112946	-0.1921	0.847922	0.423961
Weeks	0.132554010438934	0.362527	0.3656	0.715164	0.357582
T40	-0.128607933450428	0.058763	-2.1886	0.030215	0.015108
T20	-0.0840656770554428	0.137493	-0.6114	0.541874	0.270937
Used	0.075387794529008	0.0992	0.76	0.448507	0.224254
CorrectAnalysis	-0.0343701246133239	0.165011	-0.2083	0.835293	0.417646
Useful	0.065212162045852	0.09094	0.7171	0.474465	0.237233
Outcome	0.0745616972837747	0.078823	0.9459	0.345745	0.172873

Multiple Linear Regression - Regression Statistics
Multiple R	0.258868448639325
R-squared	0.0670128737009306
Adjusted R-squared	0.0222806142208383
F-TEST (value)	1.49808828080223
F-TEST (DF numerator)	7
F-TEST (DF denominator)	146
p-value	0.172271071411246
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	0.464518172871729
Sum Squared Residuals	31.503461407501

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	1	0.38391708782596	0.61608291217404
2	0	0.201262918208877	-0.201262918208877
3	0	0.201262918208877	-0.201262918208877
4	0	0.201262918208877	-0.201262918208877
5	0	0.201262918208877	-0.201262918208877
6	1	0.191913382970954	0.808086617029046
7	0	0.201262918208877	-0.201262918208877
8	0	0.458478785109733	-0.458478785109733
9	0	0.126701220925102	-0.126701220925102
10	1	0.201262918208877	0.798737081791123
11	1	0.458478785109733	0.541521214890267
12	0	0.201262918208877	-0.201262918208877
13	0	0.341862874783737	-0.341862874783737
14	1	0.458478785109733	0.541521214890267
15	0	0.267301177499962	-0.267301177499962
16	0	0.524517044400818	-0.524517044400818
17	1	0.564708617071269	0.435291382928731
18	1	0.458478785109733	0.541521214890267
19	0	0.126701220925102	-0.126701220925102
20	0	0.490146919787494	-0.490146919787494
21	1	0.266475080254729	0.733524919745271
22	1	0.267301177499962	0.732698822500038
23	0	0.191913382970955	-0.191913382970955
24	1	0.191913382970954	0.808086617029046
25	0	0.459304882354966	-0.459304882354966
26	0	0.341862874783737	-0.341862874783737
27	1	0.126701220925102	0.873298779074898
28	0	0.276650712737885	-0.276650712737885
29	0	0.126701220925102	-0.126701220925102
30	0	0.266475080254729	-0.266475080254729
31	0	0.201262918208877	-0.201262918208877
32	1	0.201262918208877	0.798737081791123
33	1	0.266475080254729	0.733524919745271
34	0	0.383917087825958	-0.383917087825958
35	0	0.201262918208877	-0.201262918208877
36	0	0.201262918208877	-0.201262918208877
37	1	0.599078741684593	0.400921258315407
38	0	0.20208901545411	-0.20208901545411
39	0	0.191913382970955	-0.191913382970955
40	0	0.523690947155585	-0.523690947155585
41	0	0.232931052886639	-0.232931052886639
42	0	0.20208901545411	-0.20208901545411
43	1	0.191913382970954	0.808086617029046
44	1	0.458478785109733	0.541521214890267
45	0	0.266475080254729	-0.266475080254729
46	0	0.191913382970955	-0.191913382970955
47	0	0.201262918208877	-0.201262918208877
48	0	0.126701220925102	-0.126701220925102
49	0	0.191913382970955	-0.191913382970955
50	0	0.201262918208877	-0.201262918208877
51	0	0.533866579638741	-0.533866579638741
52	1	0.564708617071269	0.435291382928731
53	0	0.126701220925102	-0.126701220925102
54	0	0.242280588124561	-0.242280588124561
55	0	0.201262918208877	-0.201262918208877
56	0	0.459304882354966	-0.459304882354966
57	0	0.267301177499962	-0.267301177499962
58	0	0.126701220925102	-0.126701220925102
59	0	0.126701220925102	-0.126701220925102
60	1	0.490146919787494	0.509853080212506
61	1	0.383917087825958	0.616082912174042
62	0	0.341862874783737	-0.341862874783737
63	0	0.201262918208877	-0.201262918208877
64	1	0.383917087825958	0.616082912174042
65	0	0.201262918208877	-0.201262918208877
66	0	0.201262918208877	-0.201262918208877
67	0	0.564708617071269	-0.564708617071269
68	1	0.201262918208877	0.798737081791123
69	0	0.126701220925102	-0.126701220925102
70	0	0.276650712737885	-0.276650712737885
71	0	0.201262918208877	-0.201262918208877
72	0	0.126701220925102	-0.126701220925102
73	0	0.20208901545411	-0.20208901545411
74	1	0.276650712737885	0.723349287262115
75	0	0.126701220925102	-0.126701220925102
76	0	0.44912924987181	-0.44912924987181
77	0	0.126701220925102	-0.126701220925102
78	0	0.267301177499962	-0.267301177499962
79	0	0.424934757741642	-0.424934757741642
80	0	0.523690947155585	-0.523690947155585
81	0	0.201262918208877	-0.201262918208877
82	1	0.20208901545411	0.79791098454589
83	0	0.201262918208877	-0.201262918208877
84	0	0.242280588124561	-0.242280588124561
85	0	0.191913382970955	-0.191913382970955
86	1	0.201262918208877	0.798737081791123
87	1	0.281921585324449	0.718078414675551
88	1	0.4413750569089	0.5586249430911
89	0	0.356483282608224	-0.356483282608224
90	0	0.281921585324449	-0.281921585324449
91	0	0.421695444654076	-0.421695444654076
92	1	0.440548959663666	0.559451040336334
93	1	0.421695444654075	0.578304555345925
94	0	0.356483282608224	-0.356483282608224
95	0	0.440548959663666	-0.440548959663666
96	0	0.281921585324449	-0.281921585324449
97	1	0.440548959663666	0.559451040336334
98	0	0.356483282608224	-0.356483282608224
99	1	0.356483282608223	0.643516717391777
100	0	0.281921585324449	-0.281921585324449
101	1	0.281921585324449	0.718078414675551
102	0	0.356483282608224	-0.356483282608224
103	0	0.356483282608224	-0.356483282608224
104	0	0.356483282608224	-0.356483282608224
105	0	0.515936754192674	-0.515936754192674
106	0	0.356483282608224	-0.356483282608224
107	0	0.356483282608224	-0.356483282608224
108	1	0.515936754192674	0.484063245807326
109	0	0.356483282608224	-0.356483282608224
110	1	0.356483282608223	0.643516717391777
111	1	0.581148916238526	0.418851083761474
112	0	0.440548959663666	-0.440548959663666
113	0	0.431871077137232	-0.431871077137232
114	1	0.515936754192674	0.484063245807326
115	1	0.356483282608223	0.643516717391777
116	0	0.356483282608224	-0.356483282608224
117	1	0.281921585324449	0.718078414675551
118	1	0.356483282608223	0.643516717391777
119	0	0.356483282608224	-0.356483282608224
120	0	0.281921585324449	-0.281921585324449
121	1	0.356483282608223	0.643516717391777
122	0	0.356483282608224	-0.356483282608224
123	1	0.515936754192674	0.484063245807326
124	0	0.422521541899309	-0.422521541899309
125	0	0.281921585324449	-0.281921585324449
126	0	0.440548959663666	-0.440548959663666
127	0	0.421695444654076	-0.421695444654076
128	0	0.281921585324449	-0.281921585324449
129	0	0.356483282608224	-0.356483282608224
130	0	0.281921585324449	-0.281921585324449
131	1	0.356483282608223	0.643516717391777
132	1	0.281921585324449	0.718078414675551
133	1	0.431871077137232	0.568128922862768
134	0	0.356483282608224	-0.356483282608224
135	0	0.356483282608224	-0.356483282608224
136	0	0.356483282608224	-0.356483282608224
137	1	0.422521541899309	0.577478458100691
138	1	0.506587218954752	0.493412781045248
139	0	0.440548959663666	-0.440548959663666
140	0	0.356483282608224	-0.356483282608224
141	0	0.322939255240133	-0.322939255240133
142	0	0.441375056908899	-0.441375056908899
143	1	0.356483282608223	0.643516717391777
144	0	0.347133747370301	-0.347133747370301
145	0	0.421695444654076	-0.421695444654076
146	0	0.365987262379892	-0.365987262379892
147	0	0.515936754192674	-0.515936754192674
148	0	0.440548959663666	-0.440548959663666
149	1	0.356483282608223	0.643516717391777
150	0	0.347133747370301	-0.347133747370301
151	0	0.281921585324449	-0.281921585324449
152	1	0.397500952523908	0.602499047476092
153	1	0.46271311456976	0.53728688543024
154	1	0.431871077137232	0.568128922862768

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
11	0.922207124631954	0.155585750736092	0.0777928753680461
12	0.856854151873708	0.286291696252584	0.143145848126292
13	0.769567854239821	0.460864291520358	0.230432145760179
14	0.713013588600027	0.573972822799947	0.286986411399973
15	0.610108096024993	0.779783807950014	0.389891903975007
16	0.602601256386826	0.794797487226348	0.397398743613174
17	0.506884263695957	0.986231472608085	0.493115736304043
18	0.458630178437691	0.917260356875382	0.541369821562309
19	0.371674456113436	0.743348912226872	0.628325543886564
20	0.435302177521276	0.870604355042553	0.564697822478724
21	0.376022975666264	0.752045951332529	0.623977024333736
22	0.68756271787284	0.62487456425432	0.31243728212716
23	0.760584385042053	0.478831229915894	0.239415614957947
24	0.750392313319957	0.499215373360086	0.249607686680043
25	0.697070551968346	0.605858896063309	0.302929448031655
26	0.64667872509231	0.706642549815379	0.35332127490769
27	0.771919811433195	0.45616037713361	0.228080188566805
28	0.743410997464965	0.513178005070071	0.256589002535035
29	0.699576402863683	0.600847194272635	0.300423597136317
30	0.731678905390638	0.536642189218725	0.268321094609362
31	0.68817696009675	0.6236460798065	0.31182303990325
32	0.770092718500218	0.459814562999564	0.229907281499782
33	0.77673276834892	0.446534463302159	0.22326723165108
34	0.789359408415279	0.421281183169442	0.210640591584721
35	0.757433065454712	0.485133869090576	0.242566934545288
36	0.72162229458124	0.55675541083752	0.27837770541876
37	0.708196670913736	0.583606658172528	0.291803329086264
38	0.670884221831083	0.658231556337833	0.329115778168917
39	0.67293004300635	0.6541399139873	0.32706995699365
40	0.755525471045665	0.488949057908669	0.244474528954335
41	0.715132284879685	0.56973543024063	0.284867715120315
42	0.670923910003497	0.658152179993006	0.329076089996503
43	0.720604320497377	0.558791359005247	0.279395679502623
44	0.727172125413378	0.545655749173244	0.272827874586622
45	0.72175952223803	0.55648095552394	0.27824047776197
46	0.704315926615827	0.591368146768345	0.295684073384173
47	0.667222093244	0.665555813512001	0.332777906756
48	0.62388508963402	0.75222982073196	0.37611491036598
49	0.597717158017831	0.804565683964337	0.402282841982169
50	0.556152891297177	0.887694217405646	0.443847108702823
51	0.55073621977834	0.898527560443321	0.44926378022166
52	0.551500936997238	0.896998126005523	0.448499063002762
53	0.503855253880246	0.992289492239507	0.496144746119754
54	0.458011327335396	0.916022654670793	0.541988672664603
55	0.416326646031526	0.832653292063052	0.583673353968474
56	0.407908145046251	0.815816290092503	0.592091854953749
57	0.367014265151153	0.734028530302306	0.632985734848847
58	0.323080455942524	0.646160911885049	0.676919544057476
59	0.281400041273905	0.56280008254781	0.718599958726095
60	0.29065748438204	0.58131496876408	0.70934251561796
61	0.317856715530759	0.635713431061519	0.682143284469241
62	0.289267342781923	0.578534685563845	0.710732657218078
63	0.25472607123001	0.50945214246002	0.74527392876999
64	0.30837843247416	0.61675686494832	0.69162156752584
65	0.272935718451815	0.545871436903629	0.727064281548185
66	0.239755402111835	0.47951080422367	0.760244597888165
67	0.251948311140163	0.503896622280327	0.748051688859837
68	0.350878684051393	0.701757368102786	0.649121315948607
69	0.310732774995822	0.621465549991644	0.689267225004178
70	0.292836878066424	0.585673756132848	0.707163121933576
71	0.259327324710359	0.518654649420718	0.740672675289641
72	0.224662847973554	0.449325695947109	0.775337152026446
73	0.208188476734061	0.416376953468123	0.791811523265939
74	0.300246901429296	0.600493802858593	0.699753098570704
75	0.262760231388233	0.525520462776466	0.737239768611767
76	0.274577661552037	0.549155323104074	0.725422338447963
77	0.238533523224393	0.477067046448787	0.761466476775607
78	0.223914882504447	0.447829765008895	0.776085117495553
79	0.198244102132733	0.396488204265465	0.801755897867267
80	0.206705959381622	0.413411918763245	0.793294040618378
81	0.183356640053977	0.366713280107953	0.816643359946023
82	0.242118362913021	0.484236725826042	0.757881637086979
83	0.214850814207295	0.42970162841459	0.785149185792705
84	0.218415450924361	0.436830901848722	0.781584549075639
85	0.221356771123559	0.442713542247117	0.778643228876441
86	0.23358610146761	0.46717220293522	0.76641389853239
87	0.253251237910068	0.506502475820135	0.746748762089932
88	0.237824743964901	0.475649487929802	0.762175256035099
89	0.254587727413599	0.509175454827199	0.745412272586401
90	0.23115373298208	0.462307465964159	0.76884626701792
91	0.220367491962285	0.44073498392457	0.779632508037715
92	0.236277276093218	0.472554552186436	0.763722723906782
93	0.26544611214568	0.53089222429136	0.73455388785432
94	0.246317634868932	0.492635269737864	0.753682365131068
95	0.268672768475574	0.537345536951149	0.731327231524426
96	0.237706146865053	0.475412293730107	0.762293853134947
97	0.273837586110506	0.547675172221013	0.726162413889494
98	0.250358475250222	0.500716950500443	0.749641524749778
99	0.299990996694725	0.599981993389451	0.700009003305275
100	0.267441779640975	0.534883559281951	0.732558220359025
101	0.347903816367516	0.695807632735032	0.652096183632484
102	0.323717948393016	0.647435896786031	0.676282051606984
103	0.299746354511269	0.599492709022537	0.700253645488731
104	0.276615876845881	0.553231753691762	0.723384123154119
105	0.311529508371781	0.623059016743562	0.688470491628219
106	0.28851636694439	0.577032733888781	0.71148363305561
107	0.267241359887188	0.534482719774376	0.732758640112812
108	0.251774064641019	0.503548129282038	0.748225935358981
109	0.232942781173227	0.465885562346454	0.767057218826773
110	0.275274715656338	0.550549431312675	0.724725284343662
111	0.261270311419067	0.522540622838135	0.738729688580933
112	0.248198484804064	0.496396969608128	0.751801515195936
113	0.323645186185603	0.647290372371207	0.676354813814397
114	0.305865040609427	0.611730081218854	0.694134959390573
115	0.351510546320885	0.70302109264177	0.648489453679115
116	0.330430594127677	0.660861188255353	0.669569405872323
117	0.447849503350516	0.895699006701032	0.552150496649484
118	0.507950493885044	0.984099012229911	0.492049506114956
119	0.481599143794111	0.963198287588222	0.518400856205889
120	0.429042577867292	0.858085155734585	0.570957422132708
121	0.495483121716216	0.990966243432432	0.504516878283784
122	0.464457714323222	0.928915428646443	0.535542285676778
123	0.452228679921999	0.904457359843998	0.547771320078001
124	0.51568301936708	0.96863396126584	0.48431698063292
125	0.459691275325953	0.919382550651907	0.540308724674047
126	0.416796173593164	0.833592347186327	0.583203826406836
127	0.396173770230645	0.792347540461291	0.603826229769355
128	0.339816473242447	0.679632946484894	0.660183526757553
129	0.311920711222877	0.623841422445754	0.688079288777123
130	0.262723193210708	0.525446386421417	0.737276806789292
131	0.315976699945306	0.631953399890612	0.684023300054694
132	0.513714748436045	0.97257050312791	0.486285251563955
133	0.454586052763881	0.909172105527762	0.545413947236119
134	0.401182355091456	0.802364710182912	0.598817644908544
135	0.354979940725893	0.709959881451786	0.645020059274107
136	0.320530958791814	0.641061917583628	0.679469041208186
137	0.275079976261365	0.550159952522731	0.724920023738635
138	0.542473689710011	0.915052620579979	0.457526310289989
139	0.446789987430188	0.893579974860377	0.553210012569812
140	0.57659564276051	0.84680871447898	0.42340435723949
141	0.694073676357598	0.611852647284804	0.305926323642402
142	0.573798095137576	0.852403809724849	0.426201904862424
143	0.471674883895348	0.943349767790696	0.528325116104652

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	0	0	OK
10% type I error level	0	0	OK