Multiple Linear Regression - Estimated Regression Equation

Outcome[t] = -0.220056289536311 + 0.137632477255932Weeks[t] -0.0711600979701897USELIMIT[t] + 0.0766740138589019Used[t] -0.141202916535705CorrectAN[t] + 0.163921975435742Useful[t] + 0.00200304883000975t + 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)	-0.220056289536311	0.377984	-0.5822	0.561334	0.280667
Weeks	0.137632477255932	0.080338	1.7132	0.088791	0.044395
USELIMIT	-0.0711600979701897	0.085046	-0.8367	0.404105	0.202053
Used	0.0766740138589019	0.098844	0.7757	0.439169	0.219585
CorrectAN	-0.141202916535705	0.165823	-0.8515	0.395861	0.197931
Useful	0.163921975435742	0.093771	1.7481	0.082534	0.041267
t	0.00200304883000975	0.00177	1.1317	0.25961	0.129805

Multiple Linear Regression - Regression Statistics
Multiple R	0.255470591027869
R-squared	0.0652652228801285
Adjusted R-squared	0.0271127829976847
F-TEST (value)	1.71064348915103
F-TEST (DF numerator)	6
F-TEST (DF denominator)	147
p-value	0.122354378768584
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	0.483984624023571
Sum Squared Residuals	34.4334440948119

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	1	0.261316570347238	0.738683429652762
2	0	0.334479717147436	-0.334479717147436
3	0	0.336482765977446	-0.336482765977446
4	0	0.338485814807456	-0.338485814807456
5	0	0.340488863637466	-0.340488863637466
6	1	0.435253789933028	0.564746210066972
7	0	0.344494961297486	-0.344494961297486
8	0	0.346498010127495	-0.346498010127495
9	1	0.348501058957505	0.651498941042495
10	0	0.279344009817325	-0.279344009817325
11	0	0.281347058647335	-0.281347058647335
12	0	0.354510205447534	-0.354510205447534
13	0	0.597109243572188	-0.597109243572188
14	0	0.287356205137364	-0.287356205137364
15	1	0.601115341232207	0.398884658767792
16	1	0.603118390062217	0.396881609937783
17	0	0.392758424386332	-0.392758424386332
18	0	0.295368400457403	-0.295368400457403
19	1	0.368531547257603	0.631468452742397
20	1	0.469927668846552	0.530072331153448
21	0	0.465299522383174	-0.465299522383174
22	1	0.543976585072086	0.456023414927914
23	1	0.540465718013384	0.459534281986616
24	1	0.471308668873204	0.528691331126796
25	1	0.457223854096563	0.542776145903437
26	0	0.623148878362315	-0.623148878362315
27	1	0.313395839927491	0.686604160072509
28	0	0.463233000586592	-0.463233000586592
29	1	0.3885620355577	0.6114379644423
30	0	0.554487059823452	-0.554487059823452
31	0	0.39256813321772	-0.39256813321772
32	0	0.32341108407754	-0.32341108407754
33	0	0.489336108343291	-0.489336108343291
34	1	0.398577279707749	0.601422720292251
35	0	0.400580328537759	-0.400580328537759
36	0	0.402583377367769	-0.402583377367769
37	0	0.574022317522232	-0.574022317522232
38	1	0.48326348888669	0.51673651111331
39	1	0.57251449929354	0.42748550070646
40	0	0.57451754812355	-0.57451754812355
41	1	0.511991694276756	0.488008305723244
42	1	0.491275684206729	0.508724315793271
43	1	0.509366596643389	0.490633403356611
44	0	0.347447670037657	-0.347447670037657
45	0	0.584532792273598	-0.584532792273598
46	1	0.586535841103608	0.413464158896392
47	0	0.424616914497876	-0.424616914497876
48	1	0.426619963327886	0.573380036672114
49	1	0.592544987593637	0.407455012406363
50	0	0.430626060987905	-0.430626060987905
51	0	0.509303123676817	-0.509303123676817
52	0	0.462865133436674	-0.462865133436674
53	1	0.436635207477934	0.563364792522066
54	0	0.374109353631141	-0.374109353631141
55	0	0.440641305137954	-0.440641305137954
56	1	0.519318367826866	0.480681632173134
57	1	0.685243392092617	0.314756607907383
58	1	0.446650451627983	0.553349548372017
59	1	0.448653500457993	0.551346499542007
60	1	0.478889524076752	0.521110475923248
61	1	0.381499500147823	0.618500499852177
62	0	0.695258636242666	-0.695258636242666
63	0	0.456665695778032	-0.456665695778032
64	1	0.387508646637852	0.612491353362148
65	0	0.460671793438051	-0.460671793438051
66	0	0.462674842268061	-0.462674842268061
67	0	0.56407096385701	-0.56407096385701
68	0	0.395520841957891	-0.395520841957891
69	1	0.468683988758091	0.531316011241909
70	0	0.547361051447002	-0.547361051447002
71	0	0.47269008641811	-0.47269008641811
72	1	0.47469313524812	0.52530686475188
73	1	0.553370197937031	0.446629802062969
74	0	0.484213148796851	-0.484213148796851
75	1	0.480702281738149	0.519297718261851
76	1	0.646627306003901	0.353372693996099
77	1	0.484708379398169	0.515291620601831
78	1	0.727307417522822	0.272692582477178
79	1	0.424185574381385	0.575814425618615
80	0	0.65463950132394	-0.65463950132394
81	0	0.492720574718207	-0.492720574718207
82	1	0.500237539436929	0.499762460563071
83	0	0.496726672378227	-0.496726672378227
84	0	0.434200818531434	-0.434200818531434
85	1	0.664654745473989	0.335345254526011
86	0	0.431575720898066	-0.431575720898066
87	1	0.158313815216212	0.841686184783788
88	1	0.236990877905124	0.763009122094876
89	0	0.233480010846421	-0.233480010846421
90	1	0.235483059676431	0.764516940323569
91	0	0.401408083942183	-0.401408083942183
92	0	0.168329059366261	-0.168329059366261
93	0	0.334254083632013	-0.334254083632013
94	0	0.24349525499647	-0.24349525499647
95	0	0.24549830382648	-0.24549830382648
96	1	0.24750135265649	0.75249864734351
97	0	0.17834430351631	-0.17834430351631
98	0	0.251507450316509	-0.251507450316509
99	0	0.182350401176329	-0.182350401176329
100	1	0.255513547976529	0.744486452023471
101	1	0.186356498836349	0.813643501163651
102	0	0.259519645636548	-0.259519645636548
103	0	0.261522694466558	-0.261522694466558
104	0	0.263525743296568	-0.263525743296568
105	0	0.342202805985479	-0.342202805985479
106	0	0.267531840956587	-0.267531840956587
107	0	0.269534889786597	-0.269534889786597
108	0	0.277051854505319	-0.277051854505319
109	0	0.273540987446616	-0.273540987446616
110	0	0.204383938306437	-0.204383938306437
111	0	0.44698297643109	-0.44698297643109
112	0	0.279550133936646	-0.279550133936646
113	0	0.358227196625557	-0.358227196625557
114	0	0.289070147485378	-0.289070147485378
115	0	0.214399182456485	-0.214399182456485
116	0	0.287562329256685	-0.287562329256685
117	1	0.218405280116505	0.781594719883495
118	0	0.220408328946515	-0.220408328946515
119	0	0.293571475746714	-0.293571475746714
120	1	0.295574524576724	0.704425475423276
121	0	0.226417475436544	-0.226417475436544
122	0	0.299580622236743	-0.299580622236743
123	0	0.307097586955465	-0.307097586955465
124	1	0.544182709191407	0.455817290808593
125	1	0.305589768726773	0.694410231273227
126	0	0.307592817556782	-0.307592817556782
127	0	0.473517841822534	-0.473517841822534
128	1	0.311598915216802	0.688401084783198
129	0	0.313601964046812	-0.313601964046812
130	1	0.315605012876821	0.684394987123179
131	0	0.246447963736641	-0.246447963736641
132	1	0.248451012566651	0.751548987433349
133	0	0.327128075255563	-0.327128075255563
134	0	0.32361720819686	-0.32361720819686
135	0	0.32562025702687	-0.32562025702687
136	0	0.32762330585688	-0.32762330585688
137	1	0.499062246011344	0.500937753988656
138	1	0.501065294841354	0.498934705158646
139	0	0.333632452346909	-0.333632452346909
140	0	0.335635501176919	-0.335635501176919
141	1	0.273109647330126	0.726890352669874
142	1	0.416315612695841	0.583684387304159
143	0	0.270484549696758	-0.270484549696758
144	1	0.5075696719327	0.4924303280673
145	0	0.50957272076271	-0.50957272076271
146	1	0.347653794156978	0.652346205843022
147	0	0.426330856845889	-0.426330856845889
148	0	0.351659891816997	-0.351659891816997
149	0	0.282502842676817	-0.282502842676817
150	1	0.519587964912758	0.480412035087242
151	1	0.357669038307026	0.642330961692974
152	0	0.223983086490043	-0.223983086490043
153	0	0.389908110755795	-0.389908110755795
154	0	0.369192100685768	-0.369192100685768

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
10	0.868110398799022	0.263779202401956	0.131889601200978
11	0.802900719473679	0.394198561052641	0.19709928052632
12	0.697618650995292	0.604762698009416	0.302381349004708
13	0.587414983366603	0.825170033266794	0.412585016633397
14	0.478819296697402	0.957638593394804	0.521180703302598
15	0.60663376472182	0.786732470556361	0.39336623527818
16	0.582747207900862	0.834505584198277	0.417252792099138
17	0.490405233765014	0.980810467530028	0.509594766234986
18	0.401624654311512	0.803249308623024	0.598375345688488
19	0.577551276750178	0.844897446499643	0.422448723249822
20	0.603475452246159	0.793049095507682	0.396524547753841
21	0.697262538883798	0.605474922232404	0.302737461116202
22	0.667777140869136	0.664445718261728	0.332222859130864
23	0.622975034631192	0.754049930737616	0.377024965368808
24	0.58079831428454	0.838403371430919	0.41920168571546
25	0.569366032179697	0.861267935640606	0.430633967820303
26	0.697877316883236	0.604245366233528	0.302122683116764
27	0.703607171321566	0.592785657356867	0.296392828678434
28	0.707370930438516	0.585258139122968	0.292629069561484
29	0.691242962488848	0.617514075022305	0.308757037511152
30	0.763981089725716	0.472037820548569	0.236018910274284
31	0.753082476789862	0.493835046420276	0.246917523210138
32	0.733487391785225	0.53302521642955	0.266512608214775
33	0.738492737476627	0.523014525046746	0.261507262523373
34	0.759608145358775	0.480783709282449	0.240391854641225
35	0.742295586006388	0.515408827987224	0.257704413993612
36	0.718976413760096	0.562047172479807	0.281023586239903
37	0.731144425419009	0.537711149161981	0.268855574580991
38	0.737169366604904	0.525661266790193	0.262830633395096
39	0.726110149229332	0.547779701541336	0.273889850770668
40	0.736027577318348	0.527944845363304	0.263972422681652
41	0.717193441284462	0.565613117431075	0.282806558715538
42	0.706579321432279	0.586841357135442	0.293420678567721
43	0.704058689264994	0.591882621470011	0.295941310735006
44	0.685685554520382	0.628628890959235	0.314314445479618
45	0.697316705852866	0.605366588294268	0.302683294147134
46	0.686645567214311	0.626708865571378	0.313354432785689
47	0.673847471832225	0.652305056335551	0.326152528167775
48	0.686084384392497	0.627831231215006	0.313915615607503
49	0.667885331740662	0.664229336518676	0.332114668259338
50	0.661089730909819	0.677820538180362	0.338910269090181
51	0.668710337887434	0.662579324225132	0.331289662112566
52	0.671950241364532	0.656099517270936	0.328049758635468
53	0.684931138724871	0.630137722550257	0.315068861275129
54	0.664786933596425	0.670426132807149	0.335213066403575
55	0.653001659385322	0.693996681229355	0.346998340614678
56	0.649676558479056	0.700646883041888	0.350323441520944
57	0.617379714514946	0.765240570970109	0.382620285485054
58	0.626122542170514	0.747754915658973	0.373877457829486
59	0.630542271629444	0.738915456741113	0.369457728370556
60	0.631266492186153	0.737467015627694	0.368733507813847
61	0.645552585774628	0.708894828450743	0.354447414225372
62	0.700049917881225	0.599900164237551	0.299950082118775
63	0.699541817542539	0.600916364914922	0.300458182457461
64	0.713903521533485	0.57219295693303	0.286096478466515
65	0.712607921778528	0.574784156442944	0.287392078221472
66	0.709309672629806	0.581380654740388	0.290690327370194
67	0.721863469504941	0.556273060990117	0.278136530495059
68	0.709889665197128	0.580220669605743	0.290110334802872
69	0.714644352863209	0.570711294273581	0.285355647136791
70	0.726750813328763	0.546498373342474	0.273249186671237
71	0.72463200769021	0.550735984619581	0.275367992309791
72	0.727462087629043	0.545075824741914	0.272537912370957
73	0.716484471071767	0.567031057856465	0.283515528928233
74	0.717915372785814	0.564169254428372	0.282084627214186
75	0.719317487497663	0.561365025004673	0.280682512502337
76	0.697675004246253	0.604649991507494	0.302324995753747
77	0.704920064754078	0.590159870491844	0.295079935245922
78	0.678963037977641	0.642073924044718	0.321036962022359
79	0.705587201826407	0.588825596347186	0.294412798173593
80	0.725553606242459	0.548892787515081	0.274446393757541
81	0.718511705929313	0.562976588141374	0.281488294070687
82	0.735980535615623	0.528038928768755	0.264019464384377
83	0.723160036533983	0.553679926932035	0.276839963466017
84	0.707271782234693	0.585456435530614	0.292728217765307
85	0.699644487980019	0.600711024039963	0.300355512019981
86	0.672616046069467	0.654767907861067	0.327383953930533
87	0.709294795798609	0.581410408402782	0.290705204201391
88	0.752106857332204	0.495786285335592	0.247893142667796
89	0.757145669534274	0.485708660931452	0.242854330465726
90	0.7952294755057	0.409541048988601	0.2047705244943
91	0.805385276817744	0.389229446364511	0.194614723182256
92	0.78327046291344	0.433459074173119	0.21672953708656
93	0.770805814091796	0.458388371816407	0.229194185908204
94	0.744156260031648	0.511687479936705	0.255843739968352
95	0.714788202693182	0.570423594613635	0.285211797306818
96	0.770611987890868	0.458776024218264	0.229388012109132
97	0.737575230003777	0.524849539992447	0.262424769996223
98	0.70612630377421	0.587747392451579	0.29387369622579
99	0.667096399786472	0.665807200427057	0.332903600213528
100	0.735042687187634	0.529914625624732	0.264957312812366
101	0.833235509503536	0.333528980992928	0.166764490496464
102	0.806277286491979	0.387445427016042	0.193722713508021
103	0.776074602272977	0.447850795454046	0.223925397727023
104	0.742895156900922	0.514209686198155	0.257104843099078
105	0.714780467611149	0.570439064777702	0.285219532388851
106	0.67730966182649	0.64538067634702	0.32269033817351
107	0.638616478720489	0.722767042559021	0.361383521279511
108	0.596923344484722	0.806153311030556	0.403076655515278
109	0.556975945810006	0.886048108379988	0.443024054189994
110	0.506960978395649	0.986078043208703	0.493039021604351
111	0.494572997658728	0.989145995317456	0.505427002341272
112	0.458580303886445	0.91716060777289	0.541419696113555
113	0.442386355344437	0.884772710688874	0.557613644655563
114	0.408449893314554	0.816899786629108	0.591550106685446
115	0.362589129257594	0.725178258515189	0.637410870742406
116	0.342527487066609	0.685054974133219	0.657472512933391
117	0.437508487157565	0.875016974315131	0.562491512842435
118	0.384630957903134	0.769261915806267	0.615369042096866
119	0.362514249640128	0.725028499280255	0.637485750359872
120	0.396538287019123	0.793076574038246	0.603461712980877
121	0.343190921243949	0.686381842487898	0.656809078756051
122	0.318967171045655	0.637934342091311	0.681032828954345
123	0.295433322182669	0.590866644365338	0.704566677817331
124	0.255533550540231	0.511067101080461	0.744466449459769
125	0.27935956460666	0.558719129213319	0.72064043539334
126	0.254636449396322	0.509272898792644	0.745363550603678
127	0.317722380602839	0.635444761205677	0.682277619397161
128	0.329588473258404	0.659176946516809	0.670411526741596
129	0.315611205060737	0.631222410121474	0.684388794939263
130	0.33299872225091	0.66599744450182	0.66700127774909
131	0.277330525783216	0.554661051566431	0.722669474216784
132	0.459950293724197	0.919900587448394	0.540049706275803
133	0.397612202718273	0.795224405436546	0.602387797281727
134	0.345785768626773	0.691571537253547	0.654214231373227
135	0.307105248663648	0.614210497327297	0.692894751336352
136	0.290884473427015	0.58176894685403	0.709115526572985
137	0.245556862709685	0.491113725419371	0.754443137290315
138	0.307911281595847	0.615822563191695	0.692088718404153
139	0.287644673936214	0.575289347872427	0.712355326063786
140	0.329565026844866	0.659130053689731	0.670434973155134
141	0.259362582264267	0.518725164528534	0.740637417735733
142	0.355061249326184	0.710122498652367	0.644938750673816
143	0.245874550088218	0.491749100176435	0.754125449911782
144	0.312009507115135	0.62401901423027	0.687990492884865

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