Multiple Linear Regression - Estimated Regression Equation

Outcome[t] = + 0.339186258749768 + 0.0323353633518997Treatment[t] -0.162233051977261CA[t] + 0.137637176966352Used[t] + 0.00205627503425921t + 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)	0.339186258749768	0.120155	2.8229	0.005986	0.002993
Treatment	0.0323353633518997	0.131151	0.2465	0.80588	0.40294
CA	-0.162233051977261	0.213142	-0.7611	0.448778	0.224389
Used	0.137637176966352	0.134716	1.0217	0.309972	0.154986
t	0.00205627503425921	0.002244	0.9162	0.362277	0.181138

Multiple Linear Regression - Regression Statistics
Multiple R	0.158606585660115
R-squared	0.0251560490147595
Adjusted R-squared	-0.0229843930092029
F-TEST (value)	0.522555422366869
F-TEST (DF numerator)	4
F-TEST (DF denominator)	81
p-value	0.719397945760993
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	0.507440033471968
Sum Squared Residuals	20.8571263931726

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	1	0.373577897135928	0.626422102864072
2	0	0.343298808818287	-0.343298808818287
3	0	0.345355083852546	-0.345355083852546
4	0	0.347411358886806	-0.347411358886806
5	0	0.349467633921065	-0.349467633921065
6	1	0.351523908955324	0.648476091044676
7	0	0.353580183989583	-0.353580183989583
8	0	0.387971822375742	-0.387971822375742
9	1	0.357692734058102	0.642307265941898
10	0	0.359749009092361	-0.359749009092361
11	0	0.39414064747852	-0.39414064747852
12	0	0.363861559160879	-0.363861559160879
13	0	0.50355501116149	-0.50355501116149
14	0	0.400309472581297	-0.400309472581297
15	1	0.507667561230008	0.492332438769992
16	1	0.542059199616167	0.457940800383833
17	0	0.381882422673166	-0.381882422673166
18	0	0.408534572718334	-0.408534572718334
19	1	0.378255484400694	0.621744515599306
20	1	0.388051247775944	0.611948752224056
21	0	0.382368034469212	-0.382368034469212
22	1	0.522061486469823	0.477938513530177
23	1	0.38648058453773	0.61351941546227
24	1	0.38853685957199	0.61146314042801
25	1	0.5605656749245	0.4394343250755
26	0	0.53028658660686	-0.53028658660686
27	1	0.394705684674767	0.605294315325233
28	0	0.534399136675378	-0.534399136675378
29	1	0.398818234743286	0.601181765256714
30	0	0.400874509777545	-0.400874509777545
31	0	0.402930784811804	-0.402930784811804
32	0	0.404987059846063	-0.404987059846063
33	0	0.407043334880323	-0.407043334880323
34	1	0.441434973266482	0.558565026733518
35	0	0.411155884948841	-0.411155884948841
36	0	0.4132121599831	-0.4132121599831
37	0	0.585240975335611	-0.585240975335611
38	1	0.55496188701797	0.44503811298203
39	1	0.419380985085878	0.580619014914122
40	0	0.453772623472037	-0.453772623472037
41	1	0.398897660143487	0.601102339856513
42	1	0.563186987155007	0.436813012844993
43	1	0.427606085222915	0.572393914777085
44	0	0.461997723609073	-0.461997723609073
45	0	0.431718635291433	-0.431718635291433
46	1	0.433774910325692	0.566225089674308
47	0	0.435831185359951	-0.435831185359951
48	1	0.437887460394211	0.562112539605789
49	1	0.43994373542847	0.56005626457153
50	0	0.442000010462729	-0.442000010462729
51	0	0.61402882581524	-0.61402882581524
52	0	0.453852048872238	-0.453852048872238
53	1	0.448168835565507	0.551831164434493
54	0	0.425629235588857	-0.425629235588857
55	0	0.452281385634025	-0.452281385634025
56	1	0.624310200986536	0.375689799013464
57	1	0.594031112668895	0.405968887331105
58	1	0.458450210736803	0.541549789263197
59	1	0.460506485771062	0.539493514228938
60	1	0.470302249146312	0.529697750853688
61	1	0.49695439919148	0.50304560080852
62	0	0.604312487840191	-0.604312487840191
63	0	0.468731585908099	-0.468731585908099
64	1	0.503123224294258	0.496876775705742
65	0	0.472844135976617	-0.472844135976617
66	0	0.474900411010876	-0.474900411010876
67	0	0.484696174386126	-0.484696174386126
68	0	0.479012961079395	-0.479012961079395
69	1	0.481069236113654	0.518930763886346
70	0	0.620762688114265	-0.620762688114265
71	0	0.485181786182173	-0.485181786182173
72	1	0.487238061216432	0.512761938783568
73	1	0.626931513217043	0.373068486782957
74	0	0.628987788251302	-0.628987788251302
75	1	0.493406886319209	0.506593113680791
76	1	0.527798524705368	0.472201475294632
77	1	0.497519436387728	0.502480563612272
78	1	0.637212888388339	0.362787111611661
79	1	0.509371474797237	0.490628525202763
80	0	0.536023624842405	-0.536023624842405
81	0	0.505744536524765	-0.505744536524765
82	1	0.645437988525375	0.354562011474625
83	0	0.509857086593283	-0.509857086593283
84	0	0.487317486616633	-0.487317486616633
85	1	0.513969636661801	0.486030363338199
86	0	0.516025911696061	-0.516025911696061

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
8	0.795311618070878	0.409376763858245	0.204688381929122
9	0.864987523540378	0.270024952919244	0.135012476459622
10	0.804819936802676	0.390360126394648	0.195180063197324
11	0.747552394708006	0.504895210583987	0.252447605291994
12	0.65574714484144	0.68850571031712	0.34425285515856
13	0.562311038295627	0.875377923408747	0.437688961704373
14	0.471568679625984	0.943137359251967	0.528431320374016
15	0.559620973740033	0.880758052519935	0.440379026259967
16	0.507094624220993	0.985810751558013	0.492905375779007
17	0.425778243940028	0.851556487880056	0.574221756059972
18	0.355280512297432	0.710561024594865	0.644719487702568
19	0.493509336675097	0.987018673350193	0.506490663324903
20	0.543027210225069	0.913945579549862	0.456972789774931
21	0.499382783590131	0.998765567180262	0.500617216409869
22	0.450238586309951	0.900477172619903	0.549761413690049
23	0.468452978560407	0.936905957120815	0.531547021439593
24	0.451900996130708	0.903801992261415	0.548099003869292
25	0.396646213497252	0.793292426994505	0.603353786502748
26	0.496343089023883	0.992686178047766	0.503656910976117
27	0.474864625198905	0.949729250397811	0.525135374801095
28	0.529537828360298	0.940924343279404	0.470462171639702
29	0.506762211356221	0.986475577287557	0.493237788643779
30	0.526405383479076	0.947189233041847	0.473594616520924
31	0.523634744687479	0.952730510625041	0.476365255312521
32	0.508997212408444	0.982005575183113	0.491002787591556
33	0.488622046865272	0.977244093730544	0.511377953134728
34	0.482572201131172	0.965144402262344	0.517427798868828
35	0.465870589777279	0.931741179554557	0.534129410222721
36	0.449010768273556	0.898021536547113	0.550989231726444
37	0.480193910985695	0.960387821971391	0.519806089014305
38	0.456411587017935	0.912823174035871	0.543588412982065
39	0.4608896416202	0.9217792832404	0.5391103583798
40	0.455885373026211	0.911770746052422	0.544114626973789
41	0.448985608987439	0.897971217974877	0.551014391012561
42	0.421754059263016	0.843508118526031	0.578245940736984
43	0.424171878124322	0.848343756248645	0.575828121875678
44	0.430403881557765	0.86080776311553	0.569596118442235
45	0.422233210098905	0.844466420197811	0.577766789901095
46	0.422241750322576	0.844483500645152	0.577758249677424
47	0.415497020147629	0.830994040295258	0.584502979852371
48	0.414006452566488	0.828012905132976	0.585993547433512
49	0.41822146799656	0.83644293599312	0.58177853200344
50	0.407121276434157	0.814242552868313	0.592878723565843
51	0.477022788424977	0.954045576849955	0.522977211575023
52	0.490019179251085	0.980038358502169	0.509980820748915
53	0.491732749081608	0.983465498163217	0.508267250918392
54	0.465251876703269	0.930503753406539	0.534748123296731
55	0.459023011079652	0.918046022159305	0.540976988920348
56	0.409607125992546	0.819214251985092	0.590392874007454
57	0.375174835287424	0.750349670574847	0.624825164712576
58	0.378170805144373	0.756341610288747	0.621829194855627
59	0.404866344884496	0.809732689768992	0.595133655115504
60	0.418630051558478	0.837260103116955	0.581369948441522
61	0.393793862118263	0.787587724236526	0.606206137881737
62	0.391752804879297	0.783505609758595	0.608247195120703
63	0.356122895259713	0.712245790519425	0.643877104740287
64	0.334232724842343	0.668465449684686	0.665767275157657
65	0.299464280429805	0.598928560859609	0.700535719570195
66	0.272873397668117	0.545746795336234	0.727126602331883
67	0.262704964830312	0.525409929660625	0.737295035169688
68	0.269838460737581	0.539676921475162	0.730161539262419
69	0.240374532029224	0.480749064058448	0.759625467970776
70	0.301095823438051	0.602191646876103	0.698904176561949
71	0.373682368549636	0.747364737099273	0.626317631450364
72	0.300769273597577	0.601538547195153	0.699230726402423
73	0.22583634814313	0.451672696286261	0.77416365185687
74	0.51674042677949	0.966519146441021	0.48325957322051
75	0.407914845943595	0.81582969188719	0.592085154056405
76	0.319213880037223	0.638427760074446	0.680786119962777
77	0.335211018964773	0.670422037929545	0.664788981035227
78	0.210806989037898	0.421613978075796	0.789193010962102

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