Multiple Linear Regression - Estimated Regression Equation

Outcome[t] = -0.287405368731535 + 0.152860749153263Weeks[t] -0.0889992852558007UseLimit[t] + 0.0748166221064376T40enT20[t] + 0.104227139398114Used[t] -0.155823496430921CorrectAnalysis[t] + 0.153259553448608Useful[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)	-0.287405368731535	0.601965	-0.4774	0.633754	0.316877
Weeks	0.152860749153263	0.124575	1.2271	0.221762	0.110881
UseLimit	-0.0889992852558007	0.085057	-1.0464	0.297117	0.148558
T40enT20	0.0748166221064376	0.094033	0.7956	0.427524	0.213762
Used	0.104227139398114	0.100324	1.0389	0.300557	0.150278
CorrectAnalysis	-0.155823496430921	0.171848	-0.9068	0.366023	0.183011
Useful	0.153259553448608	0.094185	1.6272	0.105831	0.052915

Multiple Linear Regression - Regression Statistics
Multiple R	0.247314645258534
R-squared	0.0611645337593548
Adjusted R-squared	0.0228447188107569
F-TEST (value)	1.59615942408388
F-TEST (DF numerator)	6
F-TEST (DF denominator)	147
p-value	0.152154215855867
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	0.485045084488399
Sum Squared Residuals	34.5845038959947

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	1	0.384671586838591	0.615328413161409
2	0	0.398854249987953	-0.398854249987953
3	0	0.398854249987954	-0.398854249987954
4	0	0.398854249987953	-0.398854249987953
5	0	0.398854249987954	-0.398854249987954
6	1	0.463114518180761	0.536885481819239
7	0	0.398854249987954	-0.398854249987954
8	0	0.473670872094391	-0.473670872094391
9	1	0.398854249987954	0.601145750012046
10	0	0.309854964732153	-0.309854964732153
11	0	0.384671586838591	-0.384671586838591
12	0	0.398854249987954	-0.398854249987954
13	0	0.656340942834675	-0.656340942834675
14	0	0.384671586838591	-0.384671586838591
15	1	0.656340942834675	0.343659057165325
16	1	0.731157564941113	0.268842435058887
17	0	0.486334783254391	-0.486334783254391
18	0	0.384671586838591	-0.384671586838591
19	1	0.398854249987954	0.601145750012046
20	1	0.575334068510192	0.424665931489808
21	0	0.46311451818076	-0.46311451818076
22	1	0.567341657578875	0.432658342421125
23	1	0.552113803436561	0.447886196563439
24	1	0.463114518180761	0.536885481819239
25	1	0.577898011492505	0.422101988507495
26	0	0.656340942834675	-0.656340942834675
27	1	0.309854964732153	0.690145035267847
28	0	0.503081389386068	-0.503081389386068
29	1	0.398854249987954	0.601145750012046
30	0	0.552113803436561	-0.552113803436561
31	0	0.398854249987954	-0.398854249987954
32	0	0.309854964732153	-0.309854964732153
33	0	0.46311451818076	-0.46311451818076
34	1	0.473670872094391	0.526329127905609
35	0	0.398854249987954	-0.398854249987954
36	0	0.398854249987954	-0.398854249987954
37	0	0.642158279685312	-0.642158279685312
38	1	0.503081389386068	0.496918610613932
39	1	0.552113803436561	0.447886196563439
40	0	0.626930425542999	-0.626930425542999
41	1	0.500517446403754	0.499482553596246
42	1	0.503081389386068	0.496918610613932
43	1	0.463114518180761	0.536885481819239
44	0	0.384671586838591	-0.384671586838591
45	0	0.552113803436561	-0.552113803436561
46	1	0.552113803436561	0.447886196563439
47	0	0.398854249987954	-0.398854249987954
48	1	0.398854249987954	0.601145750012046
49	1	0.552113803436561	0.447886196563439
50	0	0.398854249987954	-0.398854249987954
51	0	0.577898011492506	-0.577898011492506
52	0	0.486334783254391	-0.486334783254391
53	1	0.398854249987954	0.601145750012046
54	0	0.347257892955147	-0.347257892955147
55	0	0.398854249987954	-0.398854249987954
56	1	0.577898011492505	0.422101988507495
57	1	0.656340942834675	0.343659057165325
58	1	0.398854249987954	0.601145750012046
59	1	0.398854249987954	0.601145750012046
60	1	0.486334783254391	0.513665216745609
61	1	0.384671586838591	0.615328413161409
62	0	0.656340942834675	-0.656340942834675
63	0	0.398854249987954	-0.398854249987954
64	1	0.384671586838591	0.615328413161409
65	0	0.398854249987954	-0.398854249987954
66	0	0.398854249987954	-0.398854249987954
67	0	0.575334068510192	-0.575334068510192
68	0	0.309854964732153	-0.309854964732153
69	1	0.398854249987954	0.601145750012046
70	0	0.503081389386068	-0.503081389386068
71	0	0.398854249987954	-0.398854249987954
72	1	0.398854249987954	0.601145750012046
73	1	0.503081389386068	0.496918610613932
74	0	0.414082104130267	-0.414082104130267
75	1	0.398854249987954	0.601145750012046
76	1	0.626930425542999	0.373069574457001
77	1	0.398854249987954	0.601145750012046
78	1	0.656340942834675	0.343659057165325
79	1	0.422074515061585	0.577925484938415
80	0	0.626930425542999	-0.626930425542999
81	0	0.398854249987954	-0.398854249987954
82	1	0.414082104130267	0.585917895869733
83	0	0.398854249987954	-0.398854249987954
84	0	0.347257892955147	-0.347257892955147
85	1	0.552113803436561	0.447886196563439
86	0	0.309854964732153	-0.309854964732153
87	1	0.22858333274494	0.77141666725506
88	1	0.257993850036617	0.742006149963383
89	0	0.317582618000741	-0.317582618000741
90	1	0.317582618000741	0.682417381999259
91	0	0.470842171449349	-0.470842171449349
92	0	0.153766710638503	-0.153766710638503
93	0	0.381842886193548	-0.381842886193548
94	0	0.317582618000741	-0.317582618000741
95	0	0.242765995894304	-0.242765995894304
96	1	0.317582618000741	0.682417381999259
97	0	0.153766710638503	-0.153766710638503
98	0	0.317582618000741	-0.317582618000741
99	0	0.22858333274494	-0.22858333274494
100	1	0.317582618000741	0.682417381999259
101	1	0.22858333274494	0.77141666725506
102	0	0.317582618000741	-0.317582618000741
103	0	0.317582618000741	-0.317582618000741
104	0	0.317582618000741	-0.317582618000741
105	0	0.346993135292418	-0.346993135292418
106	0	0.317582618000741	-0.317582618000741
107	0	0.317582618000741	-0.317582618000741
108	0	0.257993850036617	-0.257993850036617
109	0	0.317582618000741	-0.317582618000741
110	0	0.22858333274494	-0.22858333274494
111	0	0.411253403485224	-0.411253403485224
112	0	0.242765995894304	-0.242765995894304
113	0	0.421809757398855	-0.421809757398855
114	0	0.257993850036617	-0.257993850036617
115	0	0.22858333274494	-0.22858333274494
116	0	0.317582618000741	-0.317582618000741
117	1	0.22858333274494	0.77141666725506
118	0	0.22858333274494	-0.22858333274494
119	0	0.317582618000741	-0.317582618000741
120	1	0.317582618000741	0.682417381999259
121	0	0.22858333274494	-0.22858333274494
122	0	0.317582618000741	-0.317582618000741
123	0	0.257993850036617	-0.257993850036617
124	1	0.575069310847463	0.424930689152537
125	1	0.317582618000741	0.682417381999259
126	0	0.242765995894304	-0.242765995894304
127	0	0.470842171449349	-0.470842171449349
128	1	0.317582618000741	0.682417381999259
129	0	0.317582618000741	-0.317582618000741
130	1	0.317582618000741	0.682417381999259
131	0	0.22858333274494	-0.22858333274494
132	1	0.22858333274494	0.77141666725506
133	0	0.332810472143055	-0.332810472143055
134	0	0.317582618000741	-0.317582618000741
135	0	0.317582618000741	-0.317582618000741
136	0	0.317582618000741	-0.317582618000741
137	1	0.486070025591662	0.513929974408338
138	1	0.411253403485224	0.588746596514776
139	0	0.242765995894304	-0.242765995894304
140	0	0.317582618000741	-0.317582618000741
141	1	0.265986260967934	0.734013739032066
142	1	0.346993135292418	0.653006864707582
143	0	0.22858333274494	-0.22858333274494
144	1	0.470842171449349	0.529157828550651
145	0	0.470842171449349	-0.470842171449349
146	1	0.242765995894304	0.757234004105696
147	0	0.346993135292418	-0.346993135292418
148	0	0.242765995894304	-0.242765995894304
149	0	0.22858333274494	-0.22858333274494
150	1	0.470842171449349	0.529157828550651
151	1	0.317582618000741	0.682417381999259
152	0	0.176986975712134	-0.176986975712134
153	0	0.330246529160741	-0.330246529160741
154	0	0.332810472143055	-0.332810472143055

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
10	0.846658840413177	0.306682319173646	0.153341159586823
11	0.817858574463194	0.364282851073611	0.182141425536806
12	0.72249354846623	0.55501290306754	0.27750645153377
13	0.617114483288328	0.765771033423344	0.382885516711672
14	0.550016467884288	0.899967064231423	0.449983532115712
15	0.643405055975281	0.713189888049439	0.356594944024719
16	0.577304092348362	0.845391815303277	0.422695907651638
17	0.486221305969461	0.972442611938922	0.513778694030539
18	0.424502615461357	0.849005230922715	0.575497384538643
19	0.586817885094664	0.826364229810673	0.413182114905336
20	0.602279570968503	0.795440858062994	0.397720429031497
21	0.666737647256564	0.666524705486873	0.333262352743436
22	0.663380554113419	0.673238891773162	0.336619445886581
23	0.61873355852807	0.762532882943861	0.38126644147193
24	0.585752880916041	0.828494238167918	0.414247119083959
25	0.608316433886161	0.783367132227678	0.391683566113839
26	0.688437109063827	0.623125781872346	0.311562890936173
27	0.765855534761835	0.468288930476331	0.234144465238165
28	0.737546836383098	0.524906327233803	0.262453163616902
29	0.776826251565733	0.446347496868534	0.223173748434267
30	0.794818091389754	0.410363817220492	0.205181908610246
31	0.766162518823975	0.467674962352051	0.233837481176025
32	0.732491677905997	0.535016644188005	0.267508322094003
33	0.730610199371864	0.538779601256272	0.269389800628136
34	0.736766540172803	0.526466919654394	0.263233459827197
35	0.706901807330334	0.586196385339331	0.293098192669666
36	0.675192501122732	0.649614997754536	0.324807498877268
37	0.713329336449546	0.573341327100908	0.286670663550454
38	0.730901491229878	0.538197017540244	0.269098508770122
39	0.723342383090781	0.553315233818437	0.276657616909219
40	0.743407810827792	0.513184378344416	0.256592189172208
41	0.729555279079496	0.540889441841008	0.270444720920504
42	0.722765829535055	0.554468340929891	0.277234170464945
43	0.733220870298781	0.533558259402439	0.266779129701219
44	0.708312129233276	0.583375741533447	0.291687870766724
45	0.710118246318098	0.579763507363804	0.289881753681902
46	0.708233849865573	0.583532300268854	0.291766150134427
47	0.689366961526505	0.62126607694699	0.310633038473495
48	0.7123614699446	0.575277060110799	0.2876385300554
49	0.70521286280854	0.58957427438292	0.29478713719146
50	0.688310208829548	0.623379582340905	0.311689791170452
51	0.698285679579751	0.603428640840498	0.301714320420249
52	0.700708388329186	0.598583223341628	0.299291611670814
53	0.719615145436053	0.560769709127893	0.280384854563947
54	0.700426759940856	0.599146480118288	0.299573240059144
55	0.685293970245508	0.629412059508985	0.314706029754492
56	0.68082013369238	0.63835973261524	0.31917986630762
57	0.65065640305326	0.69868719389348	0.34934359694674
58	0.671025589390668	0.657948821218663	0.328974410609332
59	0.689745713472433	0.620508573055135	0.310254286527567
60	0.698827048392503	0.602345903214994	0.301172951607497
61	0.727225658756461	0.545548682487077	0.272774341243539
62	0.757991494429277	0.484017011141445	0.242008505570723
63	0.744519658116544	0.510960683766912	0.255480341883456
64	0.762566306603074	0.474867386793853	0.237433693396926
65	0.748769437692183	0.502461124615634	0.251230562307817
66	0.735352090154082	0.529295819691835	0.264647909845918
67	0.749832146294749	0.500335707410502	0.250167853705251
68	0.730093172959783	0.539813654080433	0.269906827040216
69	0.744676851027457	0.510646297945086	0.255323148972543
70	0.752789584023941	0.494420831952118	0.247210415976059
71	0.744266616397674	0.511466767204652	0.255733383602326
72	0.755915717801425	0.488168564397151	0.244084282198575
73	0.749730555667811	0.500538888664377	0.250269444332189
74	0.747194224680212	0.505611550639576	0.252805775319788
75	0.759162369102934	0.481675261794132	0.240837630897066
76	0.737484039145785	0.525031921708429	0.262515960854215
77	0.757378256990797	0.485243486018406	0.242621743009203
78	0.738552351118881	0.522895297762239	0.261447648881119
79	0.754972109684539	0.490055780630923	0.245027890315461
80	0.771719631981752	0.456560736036496	0.228280368018248
81	0.756742622795174	0.486514754409653	0.243257377204826
82	0.77363471997499	0.452730560050021	0.22636528002501
83	0.754289088396852	0.491421823206297	0.245710911603148
84	0.736607014398814	0.526785971202373	0.263392985601186
85	0.736128162588625	0.52774367482275	0.263871837411375
86	0.702835440192344	0.594329119615313	0.297164559807656
87	0.72510645993539	0.549787080129219	0.27489354006461
88	0.754272941776495	0.491454116447009	0.245727058223505
89	0.768109397047099	0.463781205905802	0.231890602952901
90	0.781399017282806	0.437201965434388	0.218600982717194
91	0.805087603717929	0.389824792564141	0.194912396282071
92	0.781555273775403	0.436889452449195	0.218444726224597
93	0.778347980669273	0.443304038661453	0.221652019330727
94	0.759256605871933	0.481486788256134	0.240743394128067
95	0.728842561896991	0.542314876206019	0.271157438103009
96	0.763563048602685	0.47287390279463	0.236436951397315
97	0.728316943332664	0.543366113334672	0.271683056667336
98	0.704596266816769	0.590807466366463	0.295403733183231
99	0.668951553054365	0.662096893891269	0.331048446945635
100	0.7103151426479	0.5793697147042	0.2896848573521
101	0.777530041628157	0.444939916743686	0.222469958371843
102	0.755730566914259	0.488538866171481	0.244269433085741
103	0.732311755990125	0.53537648801975	0.267688244009875
104	0.707690977894109	0.584618044211782	0.292309022105891
105	0.684038392031496	0.631923215937009	0.315961607968504
106	0.657391249528252	0.685217500943495	0.342608750471748
107	0.630778467155123	0.738443065689755	0.369221532844877
108	0.58791987487568	0.824160250248641	0.41208012512432
109	0.560385137250339	0.879229725499322	0.439614862749661
110	0.513125110736232	0.973749778527536	0.486874889263768
111	0.498723343869504	0.997446687739009	0.501276656130496
112	0.459684738156121	0.919369476312242	0.540315261843879
113	0.453780099175485	0.90756019835097	0.546219900824515
114	0.411327262069166	0.822654524138333	0.588672737930834
115	0.363155635056543	0.726311270113086	0.636844364943457
116	0.337769822078677	0.675539644157354	0.662230177921323
117	0.446403473592156	0.892806947184312	0.553596526407844
118	0.392264842610716	0.784529685221431	0.607735157389284
119	0.367989413937697	0.735978827875393	0.632010586062303
120	0.404013101713684	0.808026203427367	0.595986898286316
121	0.349520575356724	0.699041150713448	0.650479424643276
122	0.323985271616012	0.647970543232024	0.676014728383988
123	0.283362780600778	0.566725561201556	0.716637219399222
124	0.245883317933835	0.49176663586767	0.754116682066165
125	0.277148198820204	0.554296397640409	0.722851801179796
126	0.246784414502222	0.493568829004443	0.753215585497778
127	0.273167467620231	0.546334935240462	0.726832532379769
128	0.31308241599487	0.62616483198974	0.68691758400513
129	0.277948310939937	0.555896621879875	0.722051689060063
130	0.328108281085223	0.656216562170447	0.671891718914777
131	0.268382922378659	0.536765844757318	0.731617077621341
132	0.461330351171653	0.922660702343306	0.538669648828347
133	0.398410318968624	0.796820637937249	0.601589681031376
134	0.343267311090081	0.686534622180162	0.656732688909919
135	0.295197673321394	0.590395346642789	0.704802326678606
136	0.257609615266268	0.515219230532536	0.742390384733732
137	0.232216643529897	0.464433287059795	0.767783356470103
138	0.334284503485381	0.668569006970761	0.665715496514619
139	0.297230881540748	0.594461763081495	0.702769118459252
140	0.406916288734583	0.813832577469165	0.593083711265417
141	0.310548296331874	0.621096592663747	0.689451703668126
142	0.374563246117195	0.749126492234389	0.625436753882805
143	0.256732972464707	0.513465944929414	0.743267027535293
144	0.190632829585951	0.381265659171902	0.809367170414049

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