Multiple Linear Regression - Estimated Regression Equation

Useful[t] = + 0.183709865137359 + 0.0595520799693369Weeks[t] -0.0762411190828498UseLimit[t] -0.0392985464077028T40enT20[t] + 0.0980562791952251Used[t] + 0.157662701384507CorrectAnalysis[t] -0.11408526054452Outcome[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)	0.183709865137359	0.136756	1.3433	0.181232	0.090616
Weeks	0.0595520799693369	0.040765	1.4609	0.146187	0.073093
UseLimit	-0.0762411190828498	0.086055	-0.886	0.377089	0.188544
T40enT20	-0.0392985464077028	0.094264	-0.4169	0.677359	0.33868
Used	0.0980562791952251	0.101019	0.9707	0.333308	0.166654
CorrectAnalysis	0.157662701384507	0.094107	1.6754	0.095989	0.047995
Outcome	-0.11408526054452	0.165223	-0.6905	0.490974	0.245487

Multiple Linear Regression - Regression Statistics
Multiple R	0.241319333815921
R-squared	0.05823502087336
Adjusted R-squared	0.0197956339702318
F-TEST (value)	1.51498308284987
F-TEST (DF numerator)	6
F-TEST (DF denominator)	147
p-value	0.177049706162501
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	0.485801254836481
Sum Squared Residuals	34.6924203025028

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	1	0.306378519524154	0.693621480475846
2	0	0.421918185014706	-0.421918185014706
3	0	0.421918185014706	-0.421918185014706
4	0	0.421918185014706	-0.421918185014706
5	0	0.421918185014706	-0.421918185014706
6	1	0.503339767316363	0.496660232683637
7	0	0.421918185014706	-0.421918185014706
8	0	0.382619638607003	-0.382619638607003
9	1	0.421918185014706	0.578081814985294
10	0	0.345677065931856	-0.345677065931856
11	0	0.306378519524153	-0.306378519524153
12	0	0.421918185014706	-0.421918185014706
13	0	0.677637165594438	-0.677637165594438
14	0	0.306378519524153	-0.306378519524153
15	1	0.677637165594438	0.322362834405562
16	1	0.638338619186735	0.361661380813265
17	0	0.448012239559366	-0.448012239559366
18	0	0.306378519524153	-0.306378519524153
19	1	0.421918185014706	0.578081814985294
20	1	0.524253358642216	0.475746641357784
21	0	0.503339767316363	-0.503339767316363
22	1	0.601396046511588	0.398603953488412
23	1	0.579580886399213	0.420419113600787
24	1	0.503339767316363	0.496660232683637
25	1	0.480675917802229	0.519324082197771
26	0	0.677637165594438	-0.677637165594438
27	1	0.345677065931856	0.654322934068144
28	0	0.519974464209931	-0.519974464209931
29	1	0.421918185014706	0.578081814985294
30	0	0.579580886399213	-0.579580886399213
31	0	0.421918185014706	-0.421918185014706
32	0	0.345677065931856	-0.345677065931856
33	0	0.503339767316363	-0.503339767316363
34	1	0.382619638607004	0.617380361392996
35	0	0.421918185014706	-0.421918185014706
36	0	0.421918185014706	-0.421918185014706
37	0	0.562097500103885	-0.562097500103885
38	1	0.519974464209931	0.480025535790069
39	1	0.579580886399213	0.420419113600787
40	0	0.54028233999151	-0.54028233999151
41	1	0.563551905049918	0.436448094950082
42	1	0.519974464209931	0.480025535790069
43	1	0.503339767316363	0.496660232683637
44	0	0.306378519524153	-0.306378519524153
45	0	0.579580886399213	-0.579580886399213
46	1	0.579580886399213	0.420419113600787
47	0	0.421918185014706	-0.421918185014706
48	1	0.421918185014706	0.578081814985294
49	1	0.579580886399213	0.420419113600787
50	0	0.421918185014706	-0.421918185014706
51	0	0.480675917802228	-0.480675917802228
52	0	0.448012239559366	-0.448012239559366
53	1	0.421918185014706	0.578081814985294
54	0	0.405889203665412	-0.405889203665412
55	0	0.421918185014706	-0.421918185014706
56	1	0.480675917802229	0.519324082197771
57	1	0.677637165594438	0.322362834405562
58	1	0.421918185014706	0.578081814985294
59	1	0.421918185014706	0.578081814985294
60	1	0.448012239559366	0.551987760440634
61	1	0.306378519524154	0.693621480475846
62	0	0.677637165594438	-0.677637165594438
63	0	0.421918185014706	-0.421918185014706
64	1	0.306378519524154	0.693621480475846
65	0	0.421918185014706	-0.421918185014706
66	0	0.421918185014706	-0.421918185014706
67	0	0.524253358642216	-0.524253358642216
68	0	0.345677065931856	-0.345677065931856
69	1	0.421918185014706	0.578081814985294
70	0	0.519974464209931	-0.519974464209931
71	0	0.421918185014706	-0.421918185014706
72	1	0.421918185014706	0.578081814985294
73	1	0.519974464209931	0.480025535790069
74	0	0.443733345127081	-0.443733345127081
75	1	0.421918185014706	0.578081814985294
76	1	0.54028233999151	0.45971766000849
77	1	0.421918185014706	0.578081814985294
78	1	0.677637165594438	0.322362834405562
79	1	0.366590657257709	0.633409342742291
80	0	0.54028233999151	-0.54028233999151
81	0	0.421918185014706	-0.421918185014706
82	1	0.443733345127082	0.556266654872918
83	0	0.421918185014706	-0.421918185014706
84	0	0.405889203665412	-0.405889203665412
85	1	0.579580886399213	0.420419113600787
86	0	0.345677065931856	-0.345677065931856
87	1	0.226572905993182	0.773427094006818
88	1	0.285330638780705	0.714669361219295
89	0	0.302814025076032	-0.302814025076032
90	1	0.302814025076032	0.697185974923968
91	0	0.460476726460539	-0.460476726460539
92	0	0.18727435958548	-0.18727435958548
93	0	0.384235607377689	-0.384235607377689
94	0	0.302814025076032	-0.302814025076032
95	0	0.26351547866833	-0.26351547866833
96	1	0.302814025076032	0.697185974923968
97	0	0.18727435958548	-0.18727435958548
98	0	0.302814025076032	-0.302814025076032
99	0	0.226572905993183	-0.226572905993183
100	1	0.302814025076032	0.697185974923968
101	1	0.226572905993182	0.773427094006818
102	0	0.302814025076032	-0.302814025076032
103	0	0.302814025076032	-0.302814025076032
104	0	0.302814025076032	-0.302814025076032
105	0	0.361571757863555	-0.361571757863555
106	0	0.302814025076032	-0.302814025076032
107	0	0.302814025076032	-0.302814025076032
108	0	0.285330638780705	-0.285330638780705
109	0	0.302814025076032	-0.302814025076032
110	0	0.226572905993183	-0.226572905993183
111	0	0.442993340165212	-0.442993340165212
112	0	0.26351547866833	-0.26351547866833
113	0	0.400870304271258	-0.400870304271258
114	0	0.285330638780705	-0.285330638780705
115	0	0.226572905993183	-0.226572905993183
116	0	0.302814025076032	-0.302814025076032
117	1	0.226572905993182	0.773427094006818
118	0	0.226572905993183	-0.226572905993183
119	0	0.302814025076032	-0.302814025076032
120	1	0.302814025076032	0.697185974923968
121	0	0.226572905993183	-0.226572905993183
122	0	0.302814025076032	-0.302814025076032
123	0	0.285330638780705	-0.285330638780705
124	1	0.558533005655764	0.441466994344236
125	1	0.302814025076032	0.697185974923968
126	0	0.26351547866833	-0.26351547866833
127	0	0.460476726460539	-0.460476726460539
128	1	0.302814025076032	0.697185974923968
129	0	0.302814025076032	-0.302814025076032
130	1	0.302814025076032	0.697185974923968
131	0	0.226572905993183	-0.226572905993183
132	1	0.226572905993182	0.773427094006818
133	0	0.324629185188408	-0.324629185188408
134	0	0.302814025076032	-0.302814025076032
135	0	0.302814025076032	-0.302814025076032
136	0	0.302814025076032	-0.302814025076032
137	1	0.482291886572914	0.517708113427086
138	1	0.442993340165212	0.557006659834788
139	0	0.26351547866833	-0.26351547866833
140	0	0.302814025076032	-0.302814025076032
141	1	0.286785043726738	0.713214956273262
142	1	0.361571757863555	0.638428242136445
143	0	0.226572905993183	-0.226572905993183
144	1	0.460476726460539	0.539523273539461
145	0	0.460476726460539	-0.460476726460539
146	1	0.263515478668329	0.736484521331671
147	0	0.361571757863555	-0.361571757863555
148	0	0.26351547866833	-0.26351547866833
149	0	0.226572905993183	-0.226572905993183
150	1	0.460476726460539	0.539523273539461
151	1	0.302814025076032	0.697185974923968
152	0	0.210543924643888	-0.210543924643888
153	0	0.368206626028395	-0.368206626028395
154	0	0.324629185188408	-0.324629185188408

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
10	0.846334242843343	0.307331514313313	0.153665757156657
11	0.816696502955734	0.366606994088531	0.183303497044266
12	0.72132022393174	0.557359552136521	0.27867977606826
13	0.616508447083023	0.766983105833955	0.383491552916977
14	0.547826489958445	0.904347020083111	0.452173510041555
15	0.640680930665337	0.718638138669325	0.359319069334663
16	0.575902276707825	0.84819544658435	0.424097723292175
17	0.483559525111683	0.967119050223366	0.516440474888317
18	0.419712097208218	0.839424194416437	0.580287902791782
19	0.580771253895045	0.83845749220991	0.419228746104955
20	0.597641526684818	0.804716946630364	0.402358473315182
21	0.663310053292154	0.673379893415692	0.336689946707846
22	0.658966049481927	0.682067901036145	0.341033950518073
23	0.613029050642179	0.773941898715642	0.386970949357821
24	0.578058628999606	0.843882742000788	0.421941371000394
25	0.604452798144285	0.791094403711429	0.395547201855715
26	0.685872137177326	0.628255725645347	0.314127862822674
27	0.761978220285241	0.476043559429519	0.238021779714759
28	0.733959445214993	0.532081109570014	0.266040554785007
29	0.772361822292968	0.455276355414064	0.227638177707032
30	0.792017654056502	0.415964691886996	0.207982345943498
31	0.7639916497721	0.472016700455799	0.2360083502279
32	0.731284169131033	0.537431661737935	0.268715830868967
33	0.731672796440599	0.536654407118802	0.268327203559401
34	0.743410709190605	0.513178581618791	0.256589290809395
35	0.714935804824608	0.570128390350784	0.285064195175392
36	0.684739692097812	0.630520615804376	0.315260307902188
37	0.717348255217873	0.565303489564253	0.282651744782127
38	0.733772990519184	0.532454018961633	0.266227009480816
39	0.724931270892866	0.550137458214268	0.275068729107134
40	0.738047106206279	0.523905787587443	0.261952893793721
41	0.719965757816735	0.56006848436653	0.280034242183265
42	0.712559148380705	0.57488170323859	0.287440851619295
43	0.720219387451881	0.559561225096239	0.279780612548119
44	0.688854969091594	0.622290061816813	0.311145030908406
45	0.694158292622182	0.611683414755636	0.305841707377818
46	0.689548133237755	0.62090373352449	0.310451866762245
47	0.67177759176157	0.656444816476861	0.32822240823843
48	0.692817007194174	0.614365985611652	0.307182992805826
49	0.681778567007867	0.636442865984267	0.318221432992133
50	0.666334842349544	0.667330315300912	0.333665157650456
51	0.659352117102981	0.681295765794039	0.340647882897019
52	0.658188337688318	0.683623324623364	0.341811662311682
53	0.674008952602426	0.651982094795148	0.325991047397574
54	0.658106307951505	0.683787384096991	0.341893692048495
55	0.644906766970851	0.710186466058297	0.355093233029149
56	0.650507159444039	0.698985681111922	0.349492840555961
57	0.618898065957655	0.76220386808469	0.381101934042345
58	0.635928541102261	0.728142917795477	0.364071458897738
59	0.650802469739756	0.698395060520487	0.349197530260244
60	0.662719104864242	0.674561790271517	0.337280895135758
61	0.704807088052263	0.590385823895474	0.295192911947737
62	0.738664121258155	0.522671757483691	0.261335878741845
63	0.727080829579074	0.545838340841852	0.272919170420926
64	0.763094677591595	0.47381064481681	0.236905322408405
65	0.751264294746333	0.497471410507334	0.248735705253667
66	0.740140201791689	0.519719596416622	0.259859798208311
67	0.743989174753111	0.512021650493778	0.256010825246889
68	0.725584679765182	0.548830640469635	0.274415320234818
69	0.737405637338355	0.525188725323289	0.262594362661645
70	0.74667152999432	0.50665694001136	0.25332847000568
71	0.741538678405443	0.516922643189114	0.258461321594557
72	0.74959573667732	0.500808526645361	0.25040426332268
73	0.742066989050442	0.515866021899115	0.257933010949558
74	0.741258020930423	0.517483958139153	0.258741979069577
75	0.748121612901743	0.503756774196514	0.251878387098257
76	0.739595800168916	0.520808399662169	0.260404199831084
77	0.753903834347732	0.492192331304536	0.246096165652268
78	0.731570383374311	0.536859233251378	0.268429616625689
79	0.775836574443009	0.448326851113982	0.224163425556991
80	0.771719631981754	0.456560736036491	0.228280368018246
81	0.756742622795175	0.48651475440965	0.243257377204825
82	0.77363471997499	0.452730560050019	0.22636528002501
83	0.754289088396852	0.491421823206297	0.245710911603148
84	0.736607014398814	0.526785971202372	0.263392985601186
85	0.736128162588626	0.527743674822749	0.263871837411374
86	0.702835440192344	0.594329119615313	0.297164559807656
87	0.72510645993539	0.549787080129219	0.27489354006461
88	0.754717223264144	0.490565553471711	0.245282776735856
89	0.766790236738678	0.466419526522643	0.233209763261322
90	0.780384180454654	0.439231639090692	0.219615819545346
91	0.803834629260774	0.392330741478452	0.196165370739226
92	0.781650650746435	0.43669869850713	0.218349349253565
93	0.777650813261159	0.444698373477681	0.222349186738841
94	0.758182467293145	0.48363506541371	0.241817532706855
95	0.728927999333931	0.542144001332139	0.271072000666069
96	0.764592918062039	0.470814163875922	0.235407081937961
97	0.730578781665253	0.538842436669495	0.269421218334747
98	0.706170537953388	0.587658924093224	0.293829462046612
99	0.670180452920369	0.659639094159263	0.329819547079631
100	0.712700600411303	0.574598799177394	0.287299399588697
101	0.78010096206611	0.439798075867781	0.21989903793389
102	0.757791326841175	0.484417346317651	0.242208673158825
103	0.733963165077553	0.532073669844895	0.266036834922447
104	0.709008383560168	0.581983232879665	0.290991616439832
105	0.686345559299945	0.62730888140011	0.313654440700055
106	0.659351094532563	0.681297810934874	0.340648905467437
107	0.632440985020367	0.735118029959266	0.367559014979633
108	0.590766020898519	0.818467958202962	0.409233979101481
109	0.562871430613856	0.874257138772288	0.437128569386144
110	0.515625588736783	0.968748822526434	0.484374411263217
111	0.502659400731997	0.994681198536005	0.497340599268003
112	0.463939874327519	0.927879748655037	0.536060125672481
113	0.45737526889863	0.91475053779726	0.54262473110137
114	0.415602154292525	0.831204308585051	0.584397845707475
115	0.367231175543597	0.734462351087194	0.632768824456403
116	0.341373309708757	0.682746619417514	0.658626690291243
117	0.450002522290717	0.900005044581434	0.549997477709283
118	0.395806788066045	0.79161357613209	0.604193211933955
119	0.371120159942671	0.742240319885341	0.628879840057329
120	0.408220190212113	0.816440380424225	0.591779809787887
121	0.353562503128936	0.707125006257872	0.646437496871064
122	0.32755673929499	0.65511347858998	0.67244326070501
123	0.287247339724233	0.574494679448466	0.712752660275767
124	0.250093187713631	0.500186375427263	0.749906812286369
125	0.282443227478361	0.564886454956723	0.717556772521639
126	0.251931763917339	0.503863527834678	0.748068236082661
127	0.278027944351207	0.556055888702414	0.721972055648793
128	0.319029023914145	0.63805804782829	0.680970976085855
129	0.283145967341544	0.566291934683088	0.716854032658456
130	0.334346046304067	0.668692092608135	0.665653953695933
131	0.274100847886685	0.548201695773371	0.725899152113315
132	0.467196211014409	0.934392422028817	0.532803788985591
133	0.404140293496931	0.808280586993863	0.595859706503069
134	0.348294900364749	0.696589800729497	0.651705099635251
135	0.299536585071874	0.599073170143748	0.700463414928126
136	0.261329217952028	0.522658435904055	0.738670782047972
137	0.23529897908137	0.470597958162741	0.76470102091863
138	0.3365706316299	0.6731412632598	0.6634293683701
139	0.299372120051095	0.598744240102189	0.700627879948905
140	0.408893192681008	0.817786385362016	0.591106807318992
141	0.310497833769746	0.620995667539492	0.689502166230254
142	0.374759050511851	0.749518101023701	0.625240949488149
143	0.256976210691398	0.513952421382797	0.743023789308602
144	0.190927042598109	0.381854085196218	0.809072957401891

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