Multiple Linear Regression - Estimated Regression Equation

Outcome[t] = + 0.365278221640243 -0.0925378036803473UseLimit[t] -0.036291570032069T20[t] + 0.0987913995993308Used[t] -0.098247389124118CorrectAnalysis[t] + 0.184367379029812Useful[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)	0.365278221640243	0.057268	6.3784	0	0
UseLimit	-0.0925378036803473	0.085655	-1.0803	0.281744	0.140872
T20	-0.036291570032069	0.094602	-0.3836	0.701807	0.350903
Used	0.0987913995993308	0.101404	0.9742	0.331531	0.165765
CorrectAnalysis	-0.098247389124118	0.165498	-0.5936	0.553653	0.276827
Useful	0.184367379029812	0.092667	1.9896	0.048481	0.024241

Multiple Linear Regression - Regression Statistics
Multiple R	0.211098582032918
R-squared	0.0445626113363086
Adjusted R-squared	0.0122843211787516
F-TEST (value)	1.38057533775145
F-TEST (DF numerator)	5
F-TEST (DF denominator)	148
p-value	0.234798931324086
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	0.487659051727983
Sum Squared Residuals	35.1960799083709

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	1	0.236448847927826	0.763551152072174
2	0	0.365278221640243	-0.365278221640243
3	0	0.365278221640243	-0.365278221640243
4	0	0.365278221640243	-0.365278221640243
5	0	0.365278221640242	-0.365278221640242
6	1	0.457107796989708	0.542892203010292
7	0	0.365278221640243	-0.365278221640243
8	0	0.328986651608174	-0.328986651608174
9	1	0.365278221640242	0.634721778359758
10	0	0.272740417959895	-0.272740417959895
11	0	0.236448847927826	-0.236448847927826
12	0	0.365278221640243	-0.365278221640243
13	0	0.648437000269386	-0.648437000269386
14	0	0.236448847927826	-0.236448847927826
15	1	0.648437000269386	0.351562999730614
16	1	0.612145430237317	0.387854569762683
17	0	0.421360237432851	-0.421360237432851
18	0	0.236448847927826	-0.236448847927826
19	1	0.365278221640242	0.634721778359758
20	1	0.513898041113199	0.486101958886801
21	0	0.457107796989707	-0.457107796989707
22	1	0.555899196589038	0.444100803410962
23	1	0.549645600670055	0.450354399329945
24	1	0.457107796989707	0.542892203010293
25	1	0.427778051207504	0.572221948792496
26	0	0.648437000269386	-0.648437000269386
27	1	0.272740417959895	0.727259582040105
28	0	0.464069621239573	-0.464069621239573
29	1	0.365278221640242	0.634721778359758
30	0	0.549645600670055	-0.549645600670055
31	0	0.365278221640243	-0.365278221640243
32	0	0.272740417959895	-0.272740417959895
33	0	0.457107796989707	-0.457107796989707
34	1	0.328986651608174	0.671013348391826
35	0	0.365278221640243	-0.365278221640243
36	0	0.365278221640243	-0.365278221640243
37	0	0.519607626556969	-0.519607626556969
38	1	0.464069621239573	0.535930378760427
39	1	0.549645600670055	0.450354399329945
40	0	0.513354030637986	-0.513354030637986
41	1	0.550189611145268	0.449810388854732
42	1	0.464069621239573	0.535930378760427
43	1	0.457107796989707	0.542892203010293
44	0	0.236448847927826	-0.236448847927826
45	0	0.549645600670055	-0.549645600670055
46	1	0.549645600670055	0.450354399329945
47	0	0.365278221640243	-0.365278221640243
48	1	0.365278221640242	0.634721778359758
49	1	0.549645600670055	0.450354399329945
50	0	0.365278221640243	-0.365278221640243
51	0	0.427778051207504	-0.427778051207504
52	0	0.421360237432851	-0.421360237432851
53	1	0.365278221640242	0.634721778359758
54	0	0.365822232115455	-0.365822232115455
55	0	0.365278221640243	-0.365278221640243
56	1	0.427778051207504	0.572221948792496
57	1	0.648437000269386	0.351562999730614
58	1	0.365278221640242	0.634721778359758
59	1	0.365278221640242	0.634721778359758
60	1	0.421360237432851	0.578639762567149
61	1	0.236448847927826	0.763551152072174
62	0	0.648437000269386	-0.648437000269386
63	0	0.365278221640243	-0.365278221640243
64	1	0.236448847927826	0.763551152072174
65	0	0.365278221640243	-0.365278221640243
66	0	0.365278221640243	-0.365278221640243
67	0	0.513898041113199	-0.513898041113199
68	0	0.272740417959895	-0.272740417959895
69	1	0.365278221640242	0.634721778359758
70	0	0.464069621239573	-0.464069621239573
71	0	0.365278221640243	-0.365278221640243
72	1	0.365278221640242	0.634721778359758
73	1	0.464069621239573	0.535930378760427
74	0	0.371531817559226	-0.371531817559226
75	1	0.365278221640242	0.634721778359758
76	1	0.513354030637986	0.486645969362014
77	1	0.365278221640242	0.634721778359758
78	1	0.648437000269386	0.351562999730614
79	1	0.329530662083386	0.670469337916614
80	0	0.513354030637986	-0.513354030637986
81	0	0.365278221640243	-0.365278221640243
82	1	0.371531817559226	0.628468182440774
83	0	0.365278221640243	-0.365278221640243
84	0	0.365822232115455	-0.365822232115455
85	1	0.549645600670055	0.450354399329945
86	0	0.272740417959895	-0.272740417959895
87	1	0.272740417959895	0.727259582040105
88	1	0.335240247527157	0.664759752472843
89	0	0.365278221640243	-0.365278221640243
90	1	0.365278221640242	0.634721778359758
91	0	0.549645600670055	-0.549645600670055
92	0	0.236448847927826	-0.236448847927826
93	0	0.457107796989707	-0.457107796989707
94	0	0.365278221640243	-0.365278221640243
95	0	0.328986651608174	-0.328986651608174
96	1	0.365278221640242	0.634721778359758
97	0	0.236448847927826	-0.236448847927826
98	0	0.365278221640243	-0.365278221640243
99	0	0.272740417959895	-0.272740417959895
100	1	0.365278221640242	0.634721778359758
101	1	0.272740417959895	0.727259582040105
102	0	0.365278221640243	-0.365278221640243
103	0	0.365278221640243	-0.365278221640243
104	0	0.365278221640243	-0.365278221640243
105	0	0.427778051207504	-0.427778051207504
106	0	0.365278221640243	-0.365278221640243
107	0	0.365278221640243	-0.365278221640243
108	0	0.335240247527157	-0.335240247527157
109	0	0.365278221640243	-0.365278221640243
110	0	0.272740417959895	-0.272740417959895
111	0	0.519607626556969	-0.519607626556969
112	0	0.328986651608174	-0.328986651608174
113	0	0.464069621239573	-0.464069621239573
114	0	0.335240247527157	-0.335240247527157
115	0	0.272740417959895	-0.272740417959895
116	0	0.365278221640243	-0.365278221640243
117	1	0.272740417959895	0.727259582040105
118	0	0.272740417959895	-0.272740417959895
119	0	0.365278221640243	-0.365278221640243
120	1	0.365278221640242	0.634721778359758
121	0	0.272740417959895	-0.272740417959895
122	0	0.365278221640243	-0.365278221640243
123	0	0.335240247527157	-0.335240247527157
124	1	0.648437000269386	0.351562999730614
125	1	0.365278221640242	0.634721778359758
126	0	0.328986651608174	-0.328986651608174
127	0	0.549645600670055	-0.549645600670055
128	1	0.365278221640242	0.634721778359758
129	0	0.365278221640243	-0.365278221640243
130	1	0.365278221640242	0.634721778359758
131	0	0.272740417959895	-0.272740417959895
132	1	0.272740417959895	0.727259582040105
133	0	0.371531817559226	-0.371531817559226
134	0	0.365278221640243	-0.365278221640243
135	0	0.365278221640243	-0.365278221640243
136	0	0.365278221640243	-0.365278221640243
137	1	0.555899196589038	0.444100803410962
138	1	0.519607626556969	0.480392373443031
139	0	0.328986651608174	-0.328986651608174
140	0	0.365278221640243	-0.365278221640243
141	1	0.365822232115455	0.634177767884545
142	1	0.427778051207504	0.572221948792496
143	0	0.272740417959895	-0.272740417959895
144	1	0.549645600670055	0.450354399329945
145	0	0.549645600670055	-0.549645600670055
146	1	0.328986651608174	0.671013348391826
147	0	0.427778051207504	-0.427778051207504
148	0	0.328986651608174	-0.328986651608174
149	0	0.272740417959895	-0.272740417959895
150	1	0.549645600670055	0.450354399329945
151	1	0.365278221640242	0.634721778359758
152	0	0.273284428435108	-0.273284428435108
153	0	0.45765180746492	-0.45765180746492
154	0	0.371531817559226	-0.371531817559226

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
9	0.675618711872062	0.648762576255876	0.324381288127938
10	0.734657521189381	0.530684957621238	0.265342478810619
11	0.709478476504839	0.581043046990322	0.290521523495161
12	0.601492573835628	0.797014852328744	0.398507426164372
13	0.493136595910851	0.986273191821703	0.506863404089149
14	0.428727787208919	0.857455574417839	0.571272212791081
15	0.532857152293036	0.934285695413928	0.467142847706964
16	0.470472791558979	0.940945583117959	0.529527208441021
17	0.381627367121019	0.763254734242038	0.618372632878981
18	0.322788799559446	0.645577599118892	0.677211200440554
19	0.486512087689741	0.973024175379482	0.513487912310259
20	0.507303179198098	0.985393641603805	0.492696820801902
21	0.576724004813191	0.846551990373619	0.423275995186809
22	0.575974182236977	0.848051635526047	0.424025817763023
23	0.53065552371377	0.93868895257246	0.46934447628623
24	0.499259003648391	0.998518007296782	0.500740996351609
25	0.531039078547802	0.937921842904397	0.468960921452198
26	0.616950421665908	0.766099156668184	0.383049578334092
27	0.707178663294996	0.585642673410008	0.292821336705004
28	0.674488438056926	0.651023123886148	0.325511561943074
29	0.721565509493092	0.556868981013816	0.278434490506908
30	0.742562328961078	0.514875342077845	0.257437671038922
31	0.709195008820172	0.581609982359655	0.290804991179828
32	0.67061212989058	0.658775740218839	0.32938787010942
33	0.66744300725439	0.66511398549122	0.33255699274561
34	0.686306457755254	0.627387084489493	0.313693542244746
35	0.651845528735468	0.696308942529063	0.348154471264532
36	0.615141139454993	0.769717721090014	0.384858860545007
37	0.645589372033006	0.708821255933988	0.354410627966994
38	0.668434450887222	0.663131098225555	0.331565549112778
39	0.66202783498372	0.67594433003256	0.33797216501628
40	0.672103067063938	0.655793865872125	0.327896932936062
41	0.653577726081931	0.692844547836138	0.346422273918069
42	0.650893116359078	0.698213767281845	0.349106883640922
43	0.665287001152815	0.669425997694369	0.334712998847185
44	0.626614465298234	0.746771069403532	0.373385534701766
45	0.625823686208503	0.748352627582994	0.374176313791497
46	0.625559358579579	0.748881282840842	0.374440641420421
47	0.600452143899901	0.799095712200197	0.399547856100099
48	0.631330246743025	0.73733950651395	0.368669753256975
49	0.624957738537229	0.750084522925541	0.375042261462771
50	0.602461084395467	0.795077831209066	0.397538915604533
51	0.58820452639174	0.82359094721652	0.41179547360826
52	0.581579706099026	0.836840587801948	0.418420293900974
53	0.608562241642424	0.782875516715152	0.391437758357576
54	0.588088073857995	0.823823852284009	0.411911926142005
55	0.565490923372267	0.869018153255466	0.434509076627733
56	0.580521464446144	0.838957071107712	0.419478535553856
57	0.553304310792003	0.893391378415993	0.446695689207997
58	0.582026310952486	0.835947378095029	0.417973689047514
59	0.608083275870823	0.783833448258353	0.391916724129177
60	0.626767877759345	0.746464244481311	0.373232122240655
61	0.682757041667688	0.634485916664624	0.317242958332312
62	0.712549118247761	0.574901763504479	0.287450881752239
63	0.69500482528026	0.609990349439481	0.30499517471974
64	0.747106409113155	0.50578718177369	0.252893590886845
65	0.730543840427337	0.538912319145326	0.269456159572663
66	0.712976848700675	0.57404630259865	0.287023151299325
67	0.710860002127725	0.57827999574455	0.289139997872275
68	0.68374791568345	0.632504168633101	0.31625208431655
69	0.708853381941617	0.582293236116766	0.291146618058383
70	0.708236743747435	0.58352651250513	0.291763256252565
71	0.689833064349805	0.62033387130039	0.310166935650195
72	0.714584598796022	0.570830802407956	0.285415401203978
73	0.716047411309414	0.567905177381172	0.283952588690586
74	0.700619781985505	0.598760436028989	0.299380218014495
75	0.725251117493523	0.549497765012953	0.274748882506476
76	0.728036923984358	0.543926152031283	0.271963076015642
77	0.752722475577562	0.494555048844876	0.247277524422438
78	0.732925929845259	0.534148140309483	0.267074070154741
79	0.777097456558187	0.445805086883626	0.222902543441813
80	0.77487811703688	0.450243765926239	0.225121882963119
81	0.759054493651219	0.481891012697562	0.240945506348781
82	0.775546822431181	0.448906355137637	0.224453177568819
83	0.759090275488247	0.481819449023506	0.240909724511753
84	0.738662323399058	0.522675353201884	0.261337676600942
85	0.737105483562459	0.525789032875082	0.262894516437541
86	0.709548244187068	0.580903511625865	0.290451755812932
87	0.759456099358809	0.481087801282381	0.240543900641191
88	0.800037858151201	0.399924283697598	0.199962141848799
89	0.784324710190335	0.43135057961933	0.215675289809665
90	0.811158052433233	0.377683895133534	0.188841947566767
91	0.81785921396067	0.36428157207866	0.18214078603933
92	0.792335533010879	0.415328933978242	0.207664466989121
93	0.787661643794068	0.424676712411865	0.212338356205932
94	0.770387123406565	0.45922575318687	0.229612876593435
95	0.745368189787121	0.509263620425757	0.254631810212879
96	0.776927424735633	0.446145150528733	0.223072575264367
97	0.745456172078786	0.509087655842428	0.254543827921214
98	0.724774392015466	0.550451215969068	0.275225607984534
99	0.692850851937639	0.614298296124723	0.307149148062361
100	0.730154611429053	0.539690777141894	0.269845388570947
101	0.794728342598888	0.410543314802224	0.205271657401112
102	0.774513943403632	0.450972113192737	0.225486056596368
103	0.753527618315355	0.492944763369289	0.246472381684645
104	0.732023307959928	0.535953384080144	0.267976692040072
105	0.714932960671482	0.570134078657035	0.285067039328518
106	0.692643123706593	0.614713752586814	0.307356876293407
107	0.670663190605822	0.658673618788356	0.329336809394178
108	0.635858594800306	0.728282810399387	0.364141405199694
109	0.613355157497485	0.77328968500503	0.386644842502515
110	0.571043630834006	0.857912738331988	0.428956369165994
111	0.567264399052061	0.865471201895879	0.432735600947939
112	0.533080281414879	0.933839437170241	0.466919718585121
113	0.534046955909437	0.931906088181126	0.465953044090563
114	0.4964478135136	0.992895627027199	0.5035521864864
115	0.450333094242756	0.900666188485511	0.549666905757244
116	0.428121350936078	0.856242701872156	0.571878649063922
117	0.530184819853479	0.939630360293042	0.469815180146521
118	0.478610805660989	0.957221611321978	0.521389194339011
119	0.457632140777999	0.915264281555999	0.542367859222001
120	0.486007982881613	0.972015965763226	0.513992017118387
121	0.432262559055081	0.864525118110163	0.567737440944919
122	0.408828444494942	0.817656888989883	0.591171555505058
123	0.368349985607635	0.736699971215271	0.631650014392365
124	0.319498241083132	0.638996482166264	0.680501758916868
125	0.349079352210088	0.698158704420176	0.650920647789912
126	0.318345962658116	0.636691925316231	0.681654037341884
127	0.354009334193651	0.708018668387301	0.645990665806349
128	0.393557518257623	0.787115036515247	0.606442481742377
129	0.358127460833912	0.716254921667823	0.641872539166088
130	0.409963470733375	0.819926941466749	0.590036529266625
131	0.347216517200749	0.694433034401498	0.652783482799251
132	0.549391921005942	0.901216157988117	0.450608078994058
133	0.489208208811125	0.978416417622251	0.510791791188875
134	0.434759054222441	0.869518108444883	0.565240945777559
135	0.386099089902376	0.772198179804753	0.613900910097624
136	0.34763518178514	0.69527036357028	0.65236481821486
137	0.317184126733425	0.634368253466851	0.682815873266575
138	0.432707948035145	0.865415896070291	0.567292051964855
139	0.397655321388265	0.79531064277653	0.602344678611735
140	0.524578816422199	0.950842367155603	0.475421183577801
141	0.421968792072512	0.843937584145023	0.578031207927488
142	0.502238823808138	0.995522352383724	0.497761176191862
143	0.382029764966941	0.764059529933882	0.617970235033059
144	0.314484719357818	0.628969438715636	0.685515280642182
145	0.497017526777583	0.994035053555167	0.502982473222417

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