Multiple Linear Regression - Estimated Regression Equation

CorrectAnalysis[t] = + 0.184485190409027 -0.0406205923836389Treatment[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)	0.184485190409027	0.055727	3.3105	0.001163	0.000582
Treatment	-0.0406205923836389	0.019607	-2.0717	0.03998	0.01999

Multiple Linear Regression - Regression Statistics
Multiple R	0.165716049118418
R-squared	0.0274618089354179
Adjusted R-squared	0.0210635313626245
F-TEST (value)	4.29206276579664
F-TEST (DF numerator)	1
F-TEST (DF denominator)	152
p-value	0.0399804472617082
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	0.266076165543606
Sum Squared Residuals	10.761071932299

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	0	0.143864598025388	-0.143864598025388
2	0	0.103244005641749	-0.103244005641749
3	0	0.103244005641749	-0.103244005641749
4	0	0.103244005641749	-0.103244005641749
5	0	0.103244005641749	-0.103244005641749
6	0	0.103244005641749	-0.103244005641749
7	0	0.103244005641749	-0.103244005641749
8	0	0.143864598025388	-0.143864598025388
9	0	0.103244005641749	-0.103244005641749
10	0	0.103244005641749	-0.103244005641749
11	0	0.143864598025388	-0.143864598025388
12	0	0.103244005641749	-0.103244005641749
13	0	0.103244005641749	-0.103244005641749
14	0	0.143864598025388	-0.143864598025388
15	0	0.103244005641749	-0.103244005641749
16	0	0.143864598025388	-0.143864598025388
17	1	0.143864598025388	0.856135401974612
18	0	0.143864598025388	-0.143864598025388
19	0	0.103244005641749	-0.103244005641749
20	1	0.143864598025388	0.856135401974612
21	0	0.103244005641749	-0.103244005641749
22	0	0.103244005641749	-0.103244005641749
23	0	0.103244005641749	-0.103244005641749
24	0	0.103244005641749	-0.103244005641749
25	0	0.143864598025388	-0.143864598025388
26	0	0.103244005641749	-0.103244005641749
27	0	0.103244005641749	-0.103244005641749
28	0	0.103244005641749	-0.103244005641749
29	0	0.103244005641749	-0.103244005641749
30	0	0.103244005641749	-0.103244005641749
31	0	0.103244005641749	-0.103244005641749
32	0	0.103244005641749	-0.103244005641749
33	0	0.103244005641749	-0.103244005641749
34	0	0.143864598025388	-0.143864598025388
35	0	0.103244005641749	-0.103244005641749
36	0	0.103244005641749	-0.103244005641749
37	0	0.143864598025388	-0.143864598025388
38	0	0.103244005641749	-0.103244005641749
39	0	0.103244005641749	-0.103244005641749
40	0	0.143864598025388	-0.143864598025388
41	1	0.103244005641749	0.896755994358251
42	0	0.103244005641749	-0.103244005641749
43	0	0.103244005641749	-0.103244005641749
44	0	0.143864598025388	-0.143864598025388
45	0	0.103244005641749	-0.103244005641749
46	0	0.103244005641749	-0.103244005641749
47	0	0.103244005641749	-0.103244005641749
48	0	0.103244005641749	-0.103244005641749
49	0	0.103244005641749	-0.103244005641749
50	0	0.103244005641749	-0.103244005641749
51	0	0.143864598025388	-0.143864598025388
52	1	0.143864598025388	0.856135401974612
53	0	0.103244005641749	-0.103244005641749
54	1	0.103244005641749	0.896755994358251
55	0	0.103244005641749	-0.103244005641749
56	0	0.143864598025388	-0.143864598025388
57	0	0.103244005641749	-0.103244005641749
58	0	0.103244005641749	-0.103244005641749
59	0	0.103244005641749	-0.103244005641749
60	1	0.143864598025388	0.856135401974612
61	0	0.143864598025388	-0.143864598025388
62	0	0.103244005641749	-0.103244005641749
63	0	0.103244005641749	-0.103244005641749
64	0	0.143864598025388	-0.143864598025388
65	0	0.103244005641749	-0.103244005641749
66	0	0.103244005641749	-0.103244005641749
67	1	0.143864598025388	0.856135401974612
68	0	0.103244005641749	-0.103244005641749
69	0	0.103244005641749	-0.103244005641749
70	0	0.103244005641749	-0.103244005641749
71	0	0.103244005641749	-0.103244005641749
72	0	0.103244005641749	-0.103244005641749
73	0	0.103244005641749	-0.103244005641749
74	0	0.103244005641749	-0.103244005641749
75	0	0.103244005641749	-0.103244005641749
76	0	0.143864598025388	-0.143864598025388
77	0	0.103244005641749	-0.103244005641749
78	0	0.103244005641749	-0.103244005641749
79	1	0.143864598025388	0.856135401974612
80	0	0.143864598025388	-0.143864598025388
81	0	0.103244005641749	-0.103244005641749
82	0	0.103244005641749	-0.103244005641749
83	0	0.103244005641749	-0.103244005641749
84	1	0.103244005641749	0.896755994358251
85	0	0.103244005641749	-0.103244005641749
86	0	0.103244005641749	-0.103244005641749
87	0	0.0220028208744711	-0.0220028208744711
88	0	0.06262341325811	-0.06262341325811
89	0	0.0220028208744711	-0.0220028208744711
90	0	0.0220028208744711	-0.0220028208744711
91	0	0.0220028208744711	-0.0220028208744711
92	0	0.06262341325811	-0.06262341325811
93	0	0.0220028208744711	-0.0220028208744711
94	0	0.0220028208744711	-0.0220028208744711
95	0	0.06262341325811	-0.06262341325811
96	0	0.0220028208744711	-0.0220028208744711
97	0	0.06262341325811	-0.06262341325811
98	0	0.0220028208744711	-0.0220028208744711
99	0	0.0220028208744711	-0.0220028208744711
100	0	0.0220028208744711	-0.0220028208744711
101	0	0.0220028208744711	-0.0220028208744711
102	0	0.0220028208744711	-0.0220028208744711
103	0	0.0220028208744711	-0.0220028208744711
104	0	0.0220028208744711	-0.0220028208744711
105	0	0.06262341325811	-0.06262341325811
106	0	0.0220028208744711	-0.0220028208744711
107	0	0.0220028208744711	-0.0220028208744711
108	0	0.06262341325811	-0.06262341325811
109	0	0.0220028208744711	-0.0220028208744711
110	0	0.0220028208744711	-0.0220028208744711
111	0	0.06262341325811	-0.06262341325811
112	0	0.06262341325811	-0.06262341325811
113	0	0.0220028208744711	-0.0220028208744711
114	0	0.06262341325811	-0.06262341325811
115	0	0.0220028208744711	-0.0220028208744711
116	0	0.0220028208744711	-0.0220028208744711
117	0	0.0220028208744711	-0.0220028208744711
118	0	0.0220028208744711	-0.0220028208744711
119	0	0.0220028208744711	-0.0220028208744711
120	0	0.0220028208744711	-0.0220028208744711
121	0	0.0220028208744711	-0.0220028208744711
122	0	0.0220028208744711	-0.0220028208744711
123	0	0.06262341325811	-0.06262341325811
124	0	0.0220028208744711	-0.0220028208744711
125	0	0.0220028208744711	-0.0220028208744711
126	0	0.06262341325811	-0.06262341325811
127	0	0.0220028208744711	-0.0220028208744711
128	0	0.0220028208744711	-0.0220028208744711
129	0	0.0220028208744711	-0.0220028208744711
130	0	0.0220028208744711	-0.0220028208744711
131	0	0.0220028208744711	-0.0220028208744711
132	0	0.0220028208744711	-0.0220028208744711
133	0	0.0220028208744711	-0.0220028208744711
134	0	0.0220028208744711	-0.0220028208744711
135	0	0.0220028208744711	-0.0220028208744711
136	0	0.0220028208744711	-0.0220028208744711
137	0	0.0220028208744711	-0.0220028208744711
138	0	0.06262341325811	-0.06262341325811
139	0	0.06262341325811	-0.06262341325811
140	0	0.0220028208744711	-0.0220028208744711
141	1	0.0220028208744711	0.977997179125529
142	0	0.06262341325811	-0.06262341325811
143	0	0.0220028208744711	-0.0220028208744711
144	0	0.0220028208744711	-0.0220028208744711
145	0	0.0220028208744711	-0.0220028208744711
146	0	0.06262341325811	-0.06262341325811
147	0	0.06262341325811	-0.06262341325811
148	0	0.06262341325811	-0.06262341325811
149	0	0.0220028208744711	-0.0220028208744711
150	0	0.0220028208744711	-0.0220028208744711
151	0	0.0220028208744711	-0.0220028208744711
152	1	0.0220028208744711	0.977997179125529
153	1	0.0220028208744711	0.977997179125529
154	0	0.0220028208744711	-0.0220028208744711

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
5	0	0	1
6	0	0	1
7	0	0	1
8	0	0	1
9	0	0	1
10	0	0	1
11	0	0	1
12	0	0	1
13	0	0	1
14	0	0	1
15	0	0	1
16	0	0	1
17	0.286654597347438	0.573309194694876	0.713345402652562
18	0.245376194292936	0.490752388585871	0.754623805707064
19	0.188903344223446	0.377806688446893	0.811096655776554
20	0.743264329753094	0.513471340493812	0.256735670246906
21	0.685219717845229	0.629560564309542	0.314780282154771
22	0.623265160590325	0.75346967881935	0.376734839409675
23	0.558997360685404	0.882005278629192	0.441002639314596
24	0.494121807684127	0.988243615368253	0.505878192315873
25	0.475824021090335	0.95164804218067	0.524175978909665
26	0.413553251418762	0.827106502837524	0.586446748581238
27	0.354160215033594	0.708320430067189	0.645839784966406
28	0.298806543904797	0.597613087809595	0.701193456095203
29	0.248354466872174	0.496708933744348	0.751645533127826
30	0.203348544282627	0.406697088565253	0.796651455717374
31	0.164026891572015	0.328053783144031	0.835973108427985
32	0.130355688303	0.260711376606	0.869644311697
33	0.102079185073242	0.204158370146483	0.897920814926758
34	0.0939816239698654	0.187963247939731	0.906018376030135
35	0.0724137491440675	0.144827498288135	0.927586250855932
36	0.0550174733258347	0.110034946651669	0.944982526674165
37	0.0488651650485344	0.0977303300970689	0.951134834951466
38	0.0365168276267044	0.0730336552534088	0.963483172373296
39	0.0269299015768254	0.0538598031536509	0.973070098423175
40	0.0231481110936392	0.0462962221872784	0.976851888906361
41	0.428974873533832	0.857949747067663	0.571025126466168
42	0.381218581369291	0.762437162738582	0.618781418630709
43	0.335560960144741	0.671121920289481	0.664439039855259
44	0.307827010707839	0.615654021415678	0.692172989292161
45	0.267018510380319	0.534037020760638	0.732981489619681
46	0.229432670418418	0.458865340836836	0.770567329581582
47	0.195280722611205	0.39056144522241	0.804719277388795
48	0.164656355034856	0.329312710069713	0.835343644965144
49	0.137546844869572	0.275093689739145	0.862453155130428
50	0.11384829680601	0.22769659361202	0.88615170319399
51	0.100854407604791	0.201708815209582	0.899145592395209
52	0.434845997765468	0.869691995530936	0.565154002234532
53	0.391361894602448	0.782723789204896	0.608638105397552
54	0.858149310638363	0.283701378723274	0.141850689361637
55	0.83245362479903	0.33509275040194	0.16754637520097
56	0.816104054898357	0.367791890203287	0.183895945101643
57	0.786586826856857	0.426826346286286	0.213413173143143
58	0.754729261813775	0.490541476372451	0.245270738186225
59	0.720759584353519	0.558480831292961	0.279240415646481
60	0.938383247679654	0.123233504640691	0.0616167523203455
61	0.931241262533746	0.137517474932507	0.0687587374662536
62	0.916120172640461	0.167759654719079	0.0838798273595393
63	0.898760786068167	0.202478427863666	0.101239213931833
64	0.88861989344642	0.22276021310716	0.11138010655358
65	0.867990179066654	0.264019641866693	0.132009820933346
66	0.845111444775198	0.309777110449603	0.154888555224802
67	0.976870358189617	0.0462592836207652	0.0231296418103826
68	0.970325837012209	0.0593483259755822	0.0296741629877911
69	0.962366718319151	0.0752665633616972	0.0376332816808486
70	0.952815662924377	0.0943686741512463	0.0471843370756232
71	0.941507017866366	0.116985964267269	0.0584929821336344
72	0.928297021168247	0.143405957663506	0.0717029788317529
73	0.913075088643086	0.173849822713828	0.0869249113569142
74	0.895775768298582	0.208448463402837	0.104224231701418
75	0.876390897792017	0.247218204415966	0.123609102207983
76	0.868081081624712	0.263837836750575	0.131918918375288
77	0.846787005158156	0.306425989683689	0.153212994841844
78	0.824072847265106	0.351854305469788	0.175927152734894
79	0.974409397271305	0.0511812054573908	0.0255906027286954
80	0.97050853483977	0.0589829303204596	0.0294914651602298
81	0.962425462607098	0.0751490747858035	0.0375745373929017
82	0.952791425212347	0.0944171495753066	0.0472085747876533
83	0.941572463647287	0.116855072705426	0.058427536352713
84	0.999267237109002	0.0014655257819955	0.000732762890997749
85	0.998915014057331	0.00216997188533865	0.00108498594266932
86	0.99841880719044	0.00316238561911959	0.00158119280955979
87	0.998113808598041	0.00377238280391762	0.00188619140195881
88	0.997305505138921	0.00538898972215777	0.00269449486107889
89	0.996538723868552	0.00692255226289505	0.00346127613144752
90	0.995443505044006	0.0091129899119884	0.0045564949559942
91	0.993942398576996	0.0121152028460087	0.00605760142300434
92	0.99153413594061	0.0169317281187793	0.00846586405938966
93	0.98882562026582	0.0223487594683601	0.0111743797341801
94	0.985296431443096	0.0294071371138084	0.0147035685569042
95	0.980094820791376	0.0398103584172483	0.0199051792086242
96	0.974227417906359	0.0515451641872823	0.0257725820936412
97	0.96590570744116	0.068188585117681	0.0340942925588405
98	0.956653318312346	0.0866933633753082	0.0433466816876541
99	0.94535423336782	0.10929153326436	0.05464576663218
100	0.931731119790769	0.136537760418461	0.0682688802092307
101	0.915516181595875	0.16896763680825	0.084483818404125
102	0.896465518794939	0.207068962410122	0.103534481205061
103	0.874374962324952	0.251250075350096	0.125625037675048
104	0.849096507725612	0.301806984548775	0.150903492274388
105	0.817426165311402	0.365147669377196	0.182573834688598
106	0.785227498112861	0.429545003774278	0.214772501887139
107	0.749858992397642	0.500282015204716	0.250141007602358
108	0.707253978998455	0.58549204200309	0.292746021001545
109	0.665893172661136	0.668213654677729	0.334106827338864
110	0.622331816377544	0.755336367244911	0.377668183622456
111	0.571821221283738	0.856357557432525	0.428178778716262
112	0.519825786497832	0.960348427004336	0.480174213502168
113	0.472546252196724	0.945092504393448	0.527453747803276
114	0.420090021858676	0.840180043717351	0.579909978141324
115	0.374020194501056	0.748040389002113	0.625979805498944
116	0.329629303462182	0.659258606924364	0.670370696537818
117	0.287487107961171	0.574974215922341	0.71251289203883
118	0.248072647166407	0.496145294332813	0.751927352833593
119	0.211757712947817	0.423515425895635	0.788242287052183
120	0.178797446865084	0.357594893730167	0.821202553134917
121	0.149328365926871	0.298656731853742	0.850671634073129
122	0.123373450533136	0.246746901066271	0.876626549466864
123	0.0968058177515127	0.193611635503025	0.903194182248487
124	0.077852246972509	0.155704493945018	0.922147753027491
125	0.0619390146487818	0.123878029297564	0.938060985351218
126	0.0460542764997542	0.0921085529995085	0.953945723500246
127	0.0356129996579933	0.0712259993159866	0.964387000342007
128	0.0272649079984596	0.0545298159969191	0.97273509200154
129	0.0206881699702545	0.0413763399405089	0.979311830029746
130	0.0155811161340844	0.0311622322681688	0.984418883865916
131	0.0116706362625464	0.0233412725250927	0.988329363737454
132	0.00871711940377332	0.0174342388075466	0.991282880596227
133	0.00651640805728735	0.0130328161145747	0.993483591942713
134	0.00489941844488088	0.00979883688976177	0.995100581555119
135	0.00373018788288794	0.00746037576577588	0.996269812117112
136	0.00290320269291116	0.00580640538582231	0.997096797307089
137	0.0023410707502853	0.00468214150057059	0.997658929249715
138	0.00133850398999426	0.00267700797998851	0.998661496010006
139	0.000734938526037534	0.00146987705207507	0.999265061473962
140	0.000596032051285359	0.00119206410257072	0.999403967948715
141	0.015470158335721	0.030940316671442	0.984529841664279
142	0.00908306152100045	0.0181661230420009	0.990916938479
143	0.00668004577356209	0.0133600915471242	0.993319954226438
144	0.00517834822457802	0.010356696449156	0.994821651775422
145	0.00445312746188458	0.00890625492376916	0.995546872538115
146	0.00212640788901914	0.00425281577803827	0.997873592110981
147	0.000918705894658545	0.00183741178931709	0.999081294105341
148	0.000350407574641038	0.000700815149282076	0.999649592425359
149	0.000287765497555625	0.00057553099511125	0.999712234502444

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	31	0.213793103448276	NOK
5% type I error level	47	0.324137931034483	NOK
10% type I error level	63	0.43448275862069	NOK