Multiple Linear Regression - Estimated Regression Equation

Concernovermistakes[t] = + 19.6666666666666 + 1.99346405228764Month[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)	19.6666666666666	2.338558	8.4097	0	0
Month	1.99346405228764	2.383971	0.8362	0.404316	0.202158

Multiple Linear Regression - Regression Statistics
Multiple R	0.0665874887665842
R-squared	0.00443389366023998
Adjusted R-squared	-0.00190729173045923
F-TEST (value)	0.699221578782946
F-TEST (DF numerator)	1
F-TEST (DF denominator)	157
p-value	0.404316242205358
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	5.72827389810518
Sum Squared Residuals	5151.66013071895

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	24	19.6666666666668	4.3333333333332
2	25	19.6666666666666	5.33333333333339
3	17	19.6666666666666	-2.66666666666661
4	18	19.6666666666666	-1.66666666666661
5	18	19.6666666666666	-1.66666666666661
6	16	19.6666666666666	-3.66666666666661
7	20	21.6601307189542	-1.66013071895425
8	16	21.6601307189542	-5.66013071895425
9	18	21.6601307189542	-3.66013071895425
10	17	21.6601307189542	-4.66013071895425
11	23	21.6601307189542	1.33986928104575
12	30	21.6601307189542	8.33986928104575
13	23	21.6601307189542	1.33986928104575
14	18	21.6601307189542	-3.66013071895425
15	15	21.6601307189542	-6.66013071895425
16	12	21.6601307189542	-9.66013071895425
17	21	21.6601307189542	-0.660130718954249
18	15	21.6601307189542	-6.66013071895425
19	20	21.6601307189542	-1.66013071895425
20	31	21.6601307189542	9.33986928104575
21	27	21.6601307189542	5.33986928104575
22	34	21.6601307189542	12.3398692810458
23	21	21.6601307189542	-0.660130718954249
24	31	21.6601307189542	9.33986928104575
25	19	21.6601307189542	-2.66013071895425
26	16	21.6601307189542	-5.66013071895425
27	20	21.6601307189542	-1.66013071895425
28	21	21.6601307189542	-0.660130718954249
29	22	21.6601307189542	0.339869281045751
30	17	21.6601307189542	-4.66013071895425
31	24	21.6601307189542	2.33986928104575
32	25	21.6601307189542	3.33986928104575
33	26	21.6601307189542	4.33986928104575
34	25	21.6601307189542	3.33986928104575
35	17	21.6601307189542	-4.66013071895425
36	32	21.6601307189542	10.3398692810458
37	33	21.6601307189542	11.3398692810458
38	13	21.6601307189542	-8.66013071895425
39	32	21.6601307189542	10.3398692810458
40	25	21.6601307189542	3.33986928104575
41	29	21.6601307189542	7.33986928104575
42	22	21.6601307189542	0.339869281045751
43	18	21.6601307189542	-3.66013071895425
44	17	21.6601307189542	-4.66013071895425
45	20	21.6601307189542	-1.66013071895425
46	15	21.6601307189542	-6.66013071895425
47	20	21.6601307189542	-1.66013071895425
48	33	21.6601307189542	11.3398692810458
49	29	21.6601307189542	7.33986928104575
50	23	21.6601307189542	1.33986928104575
51	26	21.6601307189542	4.33986928104575
52	18	21.6601307189542	-3.66013071895425
53	20	21.6601307189542	-1.66013071895425
54	11	21.6601307189542	-10.6601307189542
55	28	21.6601307189542	6.33986928104575
56	26	21.6601307189542	4.33986928104575
57	22	21.6601307189542	0.339869281045751
58	17	21.6601307189542	-4.66013071895425
59	12	21.6601307189542	-9.66013071895425
60	14	21.6601307189542	-7.66013071895425
61	17	21.6601307189542	-4.66013071895425
62	21	21.6601307189542	-0.660130718954249
63	19	21.6601307189542	-2.66013071895425
64	18	21.6601307189542	-3.66013071895425
65	10	21.6601307189542	-11.6601307189542
66	29	21.6601307189542	7.33986928104575
67	31	21.6601307189542	9.33986928104575
68	19	21.6601307189542	-2.66013071895425
69	9	21.6601307189542	-12.6601307189542
70	20	21.6601307189542	-1.66013071895425
71	28	21.6601307189542	6.33986928104575
72	19	21.6601307189542	-2.66013071895425
73	30	21.6601307189542	8.33986928104575
74	29	21.6601307189542	7.33986928104575
75	26	21.6601307189542	4.33986928104575
76	23	21.6601307189542	1.33986928104575
77	13	21.6601307189542	-8.66013071895425
78	21	21.6601307189542	-0.660130718954249
79	19	21.6601307189542	-2.66013071895425
80	28	21.6601307189542	6.33986928104575
81	23	21.6601307189542	1.33986928104575
82	18	21.6601307189542	-3.66013071895425
83	21	21.6601307189542	-0.660130718954249
84	20	21.6601307189542	-1.66013071895425
85	23	21.6601307189542	1.33986928104575
86	21	21.6601307189542	-0.660130718954249
87	21	21.6601307189542	-0.660130718954249
88	15	21.6601307189542	-6.66013071895425
89	28	21.6601307189542	6.33986928104575
90	19	21.6601307189542	-2.66013071895425
91	26	21.6601307189542	4.33986928104575
92	10	21.6601307189542	-11.6601307189542
93	16	21.6601307189542	-5.66013071895425
94	22	21.6601307189542	0.339869281045751
95	19	21.6601307189542	-2.66013071895425
96	31	21.6601307189542	9.33986928104575
97	31	21.6601307189542	9.33986928104575
98	29	21.6601307189542	7.33986928104575
99	19	21.6601307189542	-2.66013071895425
100	22	21.6601307189542	0.339869281045751
101	23	21.6601307189542	1.33986928104575
102	15	21.6601307189542	-6.66013071895425
103	20	21.6601307189542	-1.66013071895425
104	18	21.6601307189542	-3.66013071895425
105	23	21.6601307189542	1.33986928104575
106	25	21.6601307189542	3.33986928104575
107	21	21.6601307189542	-0.660130718954249
108	24	21.6601307189542	2.33986928104575
109	25	21.6601307189542	3.33986928104575
110	17	21.6601307189542	-4.66013071895425
111	13	21.6601307189542	-8.66013071895425
112	28	21.6601307189542	6.33986928104575
113	21	21.6601307189542	-0.660130718954249
114	25	21.6601307189542	3.33986928104575
115	9	21.6601307189542	-12.6601307189542
116	16	21.6601307189542	-5.66013071895425
117	19	21.6601307189542	-2.66013071895425
118	17	21.6601307189542	-4.66013071895425
119	25	21.6601307189542	3.33986928104575
120	20	21.6601307189542	-1.66013071895425
121	29	21.6601307189542	7.33986928104575
122	14	21.6601307189542	-7.66013071895425
123	22	21.6601307189542	0.339869281045751
124	15	21.6601307189542	-6.66013071895425
125	19	21.6601307189542	-2.66013071895425
126	20	21.6601307189542	-1.66013071895425
127	15	21.6601307189542	-6.66013071895425
128	20	21.6601307189542	-1.66013071895425
129	18	21.6601307189542	-3.66013071895425
130	33	21.6601307189542	11.3398692810458
131	22	21.6601307189542	0.339869281045751
132	16	21.6601307189542	-5.66013071895425
133	17	21.6601307189542	-4.66013071895425
134	16	21.6601307189542	-5.66013071895425
135	21	21.6601307189542	-0.660130718954249
136	26	21.6601307189542	4.33986928104575
137	18	21.6601307189542	-3.66013071895425
138	18	21.6601307189542	-3.66013071895425
139	17	21.6601307189542	-4.66013071895425
140	22	21.6601307189542	0.339869281045751
141	30	21.6601307189542	8.33986928104575
142	30	21.6601307189542	8.33986928104575
143	24	21.6601307189542	2.33986928104575
144	21	21.6601307189542	-0.660130718954249
145	21	21.6601307189542	-0.660130718954249
146	29	21.6601307189542	7.33986928104575
147	31	21.6601307189542	9.33986928104575
148	20	21.6601307189542	-1.66013071895425
149	16	21.6601307189542	-5.66013071895425
150	22	21.6601307189542	0.339869281045751
151	20	21.6601307189542	-1.66013071895425
152	28	21.6601307189542	6.33986928104575
153	38	21.6601307189542	16.3398692810458
154	22	21.6601307189542	0.339869281045751
155	20	21.6601307189542	-1.66013071895425
156	17	21.6601307189542	-4.66013071895425
157	28	21.6601307189542	6.33986928104575
158	22	21.6601307189542	0.339869281045751
159	31	21.6601307189542	9.33986928104575

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
5	0.36485876605714	0.72971753211428	0.63514123394286
6	0.297158606585139	0.594317213170278	0.702841393414861
7	0.175295763097748	0.350591526195496	0.824704236902252
8	0.122211427826149	0.244422855652298	0.87778857217385
9	0.0665768831580264	0.133153766316053	0.933423116841974
10	0.0354802412423936	0.0709604824847872	0.964519758757606
11	0.0388715980469387	0.0777431960938774	0.961128401953061
12	0.198930405336644	0.397860810673287	0.801069594663356
13	0.146123671697686	0.292247343395372	0.853876328302314
14	0.111457735967519	0.222915471935037	0.888542264032481
15	0.116913429912384	0.233826859824769	0.883086570087616
16	0.178231811987709	0.356463623975417	0.821768188012291
17	0.133030318289025	0.266060636578050	0.866969681710975
18	0.121027268595915	0.242054537191829	0.878972731404085
19	0.0865124303922071	0.173024860784414	0.913487569607793
20	0.250583248156251	0.501166496312502	0.749416751843749
21	0.279382204650854	0.558764409301707	0.720617795349146
22	0.5654047840612	0.8691904318776	0.4345952159388
23	0.498107612612411	0.996215225224823	0.501892387387589
24	0.605120204492821	0.789759591014357	0.394879795507179
25	0.555097536513179	0.889804926973642	0.444902463486821
26	0.548519877469529	0.902960245060942	0.451480122530471
27	0.489336612615717	0.978673225231433	0.510663387384283
28	0.427826244808341	0.855652489616681	0.572173755191659
29	0.369175488186797	0.738350976373593	0.630824511813203
30	0.344963107876315	0.689926215752629	0.655036892123686
31	0.303498851178415	0.606997702356831	0.696501148821585
32	0.273697905923255	0.54739581184651	0.726302094076745
33	0.256321362655435	0.512642725310871	0.743678637344565
34	0.227366782074856	0.454733564149712	0.772633217925144
35	0.213731693521276	0.427463387042552	0.786268306478724
36	0.32283459915291	0.64566919830582	0.67716540084709
37	0.467914185985394	0.935828371970788	0.532085814014606
38	0.543848512276430	0.912302975447139	0.456151487723570
39	0.645870997554061	0.708258004891878	0.354129002445939
40	0.60834802974014	0.78330394051972	0.39165197025986
41	0.627445394544662	0.745109210910677	0.372554605455338
42	0.577480633791041	0.845038732417918	0.422519366208959
43	0.553009167926818	0.893981664146365	0.446990832073182
44	0.54126123275118	0.917477534497641	0.458738767248821
45	0.496493961438404	0.992987922876807	0.503506038561596
46	0.518581803026816	0.962836393946368	0.481418196973184
47	0.473368506062779	0.946737012125558	0.526631493937221
48	0.605212511849519	0.789574976300962	0.394787488150481
49	0.626353694852548	0.747292610294904	0.373646305147452
50	0.580310316568931	0.839379366862137	0.419689683431069
51	0.554462556407509	0.891074887184983	0.445537443592491
52	0.530310538316919	0.939378923366162	0.469689461683081
53	0.48797053061549	0.97594106123098	0.51202946938451
54	0.610699103379688	0.778601793240625	0.389300896620312
55	0.615654215903106	0.768691568193787	0.384345784096894
56	0.592385616223394	0.815228767553212	0.407614383776606
57	0.545747978394298	0.908504043211404	0.454252021605702
58	0.532841252936332	0.934317494127336	0.467158747063668
59	0.619980869754432	0.760038260491137	0.380019130245568
60	0.65452321995128	0.69095356009744	0.34547678004872
61	0.639498788574061	0.721002422851878	0.360501211425939
62	0.595457300860553	0.809085398278893	0.404542699139447
63	0.559450752988445	0.88109849402311	0.440549247011555
64	0.531618446946463	0.936763106107075	0.468381553053537
65	0.665976744216962	0.668046511566076	0.334023255783038
66	0.691592519439142	0.616814961121716	0.308407480560858
67	0.752834226690887	0.494331546618227	0.247165773309113
68	0.72321833019397	0.553563339612059	0.276781669806030
69	0.846525488369046	0.306949023261908	0.153474511630954
70	0.82016766045375	0.3596646790925	0.17983233954625
71	0.826233766165885	0.34753246766823	0.173766233834115
72	0.801971508967994	0.396056982064011	0.198028491032006
73	0.834425372775976	0.331149254448048	0.165574627224024
74	0.851090175568716	0.297819648862567	0.148909824431284
75	0.839164595542373	0.321670808915254	0.160835404457627
76	0.811360935640582	0.377278128718836	0.188639064359418
77	0.847403251276747	0.305193497446505	0.152596748723253
78	0.819273930523703	0.361452138952593	0.180726069476297
79	0.794628527245574	0.410742945508853	0.205371472754426
80	0.801290096513526	0.397419806972949	0.198709903486474
81	0.769785100208207	0.460429799583587	0.230214899791793
82	0.74845477191485	0.503090456170301	0.251545228085151
83	0.711125488902358	0.577749022195285	0.288874511097642
84	0.674224597994026	0.651550804011948	0.325775402005974
85	0.634280005566313	0.731439988867373	0.365719994433687
86	0.59096558348273	0.81806883303454	0.40903441651727
87	0.546474706591851	0.907050586816298	0.453525293408149
88	0.561391652649427	0.877216694701145	0.438608347350573
89	0.570403162048326	0.859193675903348	0.429596837951674
90	0.534498579701781	0.931002840596438	0.465501420298219
91	0.514376790588872	0.971246418822255	0.485623209411128
92	0.652964035597535	0.694071928804929	0.347035964402464
93	0.652354271570976	0.695291456858048	0.347645728429024
94	0.60858306821769	0.782833863564621	0.391416931782311
95	0.573583217514146	0.852833564971707	0.426416782485854
96	0.644694246457523	0.710611507084954	0.355305753542477
97	0.713070956540243	0.573858086919514	0.286929043459757
98	0.738791875076113	0.522416249847775	0.261208124923887
99	0.707354721445437	0.585290557109125	0.292645278554563
100	0.665421401645689	0.669157196708622	0.334578598354311
101	0.623644143037277	0.752711713925446	0.376355856962723
102	0.63842825690578	0.72314348618844	0.36157174309422
103	0.596432793573022	0.807134412853956	0.403567206426978
104	0.568599615976665	0.862800768046671	0.431400384023335
105	0.523127796535761	0.953744406928477	0.476872203464239
106	0.490685348051366	0.981370696102732	0.509314651948634
107	0.442899597050643	0.885799194101286	0.557100402949357
108	0.40282416141117	0.80564832282234	0.59717583858883
109	0.371579860072269	0.743159720144538	0.62842013992773
110	0.35445502863782	0.70891005727564	0.64554497136218
111	0.412710407409377	0.825420814818754	0.587289592590623
112	0.420735421620445	0.84147084324089	0.579264578379555
113	0.372904498262174	0.745808996524347	0.627095501737826
114	0.341008787467324	0.682017574934648	0.658991212532676
115	0.530319460892589	0.939361078214821	0.469680539107411
116	0.532262478080175	0.93547504383965	0.467737521919825
117	0.493910569804335	0.98782113960867	0.506089430195665
118	0.481045402469171	0.962090804938342	0.518954597530829
119	0.442401659554944	0.884803319109888	0.557598340445056
120	0.396913163634522	0.793826327269044	0.603086836365478
121	0.420073338466587	0.840146676933174	0.579926661533413
122	0.468895455162940	0.937790910325879	0.53110454483706
123	0.41493312854216	0.82986625708432	0.58506687145784
124	0.444066868991515	0.88813373798303	0.555933131008485
125	0.407330665563199	0.814661331126397	0.592669334436801
126	0.362721232271978	0.725442464543955	0.637278767728022
127	0.399195163953651	0.798390327907303	0.600804836046349
128	0.356203007775614	0.712406015551228	0.643796992224386
129	0.338695167334677	0.677390334669355	0.661304832665323
130	0.461287316223953	0.922574632447907	0.538712683776047
131	0.402834814984428	0.805669629968857	0.597165185015572
132	0.423933401817167	0.847866803634333	0.576066598182833
133	0.42807175197178	0.85614350394356	0.57192824802822
134	0.464038976666393	0.928077953332785	0.535961023333607
135	0.412211819763294	0.824423639526587	0.587788180236706
136	0.363213473937529	0.726426947875057	0.636786526062471
137	0.356669313315219	0.713338626630438	0.643330686684781
138	0.355592741268194	0.711185482536387	0.644407258731806
139	0.388081727618079	0.776163455236159	0.611918272381921
140	0.333288971445284	0.666577942890568	0.666711028554716
141	0.334227748159106	0.668455496318211	0.665772251840894
142	0.339629341277054	0.679258682554107	0.660370658722947
143	0.272908703481463	0.545817406962927	0.727091296518537
144	0.225878243636261	0.451756487272523	0.774121756363739
145	0.184348995047942	0.368697990095885	0.815651004952058
146	0.165113870664857	0.330227741329714	0.834886129335143
147	0.186258769966535	0.372517539933070	0.813741230033465
148	0.148308201480986	0.296616402961971	0.851691798519014
149	0.189828132285772	0.379656264571544	0.810171867714228
150	0.138969110645357	0.277938221290714	0.861030889354643
151	0.118823249142761	0.237646498285523	0.881176750857239
152	0.0777473706207557	0.155494741241511	0.922252629379244
153	0.397917372392455	0.795834744784909	0.602082627607545
154	0.260370395935625	0.520740791871249	0.739629604064375

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	2	0.0133333333333333	OK