Multiple Linear Regression - Estimated Regression Equation

C[t] = + 10.9841251863387 + 0.276655925739873A[t] + 0.288215828123608B[t] + 0.802523227196121D[t] -0.0047411358900141t + 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)	10.9841251863387	1.396327	7.8664	0	0
A	0.276655925739873	0.31212	0.8864	0.376771	0.188385
B	0.288215828123608	0.379363	0.7597	0.448551	0.224276
D	0.802523227196121	0.377092	2.1282	0.034882	0.017441
t	-0.0047411358900141	0.003891	-1.2185	0.224878	0.112439

Multiple Linear Regression - Regression Statistics
Multiple R	0.251354479611323
R-squared	0.0631790744206788
Adjusted R-squared	0.039311025361333
F-TEST (value)	2.64701460364815
F-TEST (DF numerator)	4
F-TEST (DF denominator)	157
p-value	0.0355022405358014
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	2.2912103330621
Sum Squared Residuals	824.194232081896

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	14	14.2790457664314	-0.279045766431374
2	18	14.8391763844048	3.16082361559519
3	11	15.1110911742547	-4.11109117425467
4	12	14.0271708854287	-2.02717088542866
5	16	14.5482970509949	1.4517029490051
6	18	14.2553400869813	3.74465991301873
7	14	15.1036865330783	-1.10368653307835
8	14	14.8107295690647	-0.810729569064726
9	15	14.2411166793112	0.75888332068877
10	15	14.5130314691611	0.486968530838911
11	17	13.9939829341986	3.00601706580144
12	19	14.7917650255047	4.20823497449533
13	10	13.9845006624185	-3.98450066241853
14	16	14.7822827537246	1.21771724627536
15	18	14.7775416178346	3.22245838216537
16	14	13.9702772547485	0.0297227452515082
17	14	13.9655361188585	0.0344638811415224
18	17	15.3281899640281	1.67181003597193
19	14	14.2327097728183	-0.232709772818323
20	16	14.7538359383846	1.24616406161544
21	18	13.9465715752984	4.05342842470158
22	11	14.7443536666045	-3.74435366660453
23	14	15.304484284578	-1.304484284578
24	12	14.7348713948245	-2.7348713948245
25	17	13.9276070317384	3.07239296826164
26	9	14.7253891230445	-5.72538912304447
27	16	13.9181247599583	2.08187524004166
28	14	14.7159068512644	-0.715906851264444
29	15	14.7111657153744	0.288834284625571
30	11	13.6272454265484	-2.62724542654842
31	16	14.4250275178545	1.57497248214547
32	13	13.3295473266448	-0.329547326644785
33	17	14.6922011718144	2.30779882818563
34	15	14.6874600359244	0.312539964075641
35	14	13.3153239189747	0.684676081025257
36	16	13.0339268573449	2.96607314265514
37	9	13.0176258190711	-4.01762581907111
38	15	13.3011005113047	1.6988994886953
39	17	14.6637543564743	2.33624564352571
40	13	13.8564899933882	-0.856489993388153
41	15	13.8517488574981	1.14825114250186
42	16	14.6495309488042	1.35046905119575
43	16	14.4071383395816	1.59286166041841
44	12	13.5608695240882	-1.56086952408822
45	12	14.3586516153943	-2.35865161539433
46	11	14.3539104795043	-3.35391047950432
47	15	14.3376094412306	0.662390558769432
48	15	14.6210841334642	0.378915866535838
49	17	14.6163429975741	2.38365700242585
50	13	13.2442068806245	-0.244206880624531
51	16	14.6068607257941	1.39313927420588
52	14	13.2347246088445	0.765275391155497
53	11	13.2299834729545	-2.22998347295449
54	12	14.8808531462477	-2.88085314624769
55	12	12.9322853730509	-0.932285373050853
56	15	14.583155046344	0.416844953655951
57	16	14.578413910454	1.42158608954596
58	15	14.573672774564	0.426327225435979
59	12	13.7548485090942	-1.75484850909415
60	12	14.564190502784	-2.56419050278399
61	8	13.1920543858344	-5.19205438583438
62	13	13.7521850038078	-0.752185003807843
63	11	14.5499670951139	-3.54996709511395
64	14	14.2685700334841	-0.268570033484063
65	15	14.5404848233339	0.459515176666078
66	10	13.4565645345079	-3.45656453450791
67	11	15.0958743054174	-4.09587430541737
68	12	14.0119540165914	-2.01195401659137
69	15	13.9566485259104	1.04335147408962
70	15	13.7142559166877	1.28574408331227
71	14	12.8679871011944	1.13201289880564
72	16	14.230640946364	1.76935905363605
73	15	15.0674274900773	-0.0674274900772906
74	15	13.9835072012513	1.01649279874872
75	13	13.6905502372377	-0.69055023723766
76	12	14.7649882542836	-2.76498825428364
77	17	14.4835911926538	2.51640880734625
78	13	14.4788500567637	-1.47885005676374
79	15	13.3949297679377	1.60507023206227
80	13	13.6668445577876	-0.66684455778759
81	15	13.3854474961577	1.6145525038423
82	16	14.222234039871	1.77776596012896
83	15	14.4551443773137	0.544855622686332
84	16	13.6478800142275	2.35211998577247
85	15	14.4456621055336	0.55433789446636
86	14	14.4409209696436	-0.440920969643626
87	15	13.3570006808176	1.64299931918238
88	14	14.4314386978636	-0.431438697863598
89	13	14.4266975619736	-1.42669756197358
90	7	14.1453005003437	-7.1453005003437
91	17	13.8523435363301	3.14765646366993
92	13	14.6891300800434	-1.68913008004341
93	15	14.4077330184135	0.592266981586473
94	14	14.4029918825235	-0.402991882523513
95	13	14.1215948208936	-1.12159482089363
96	16	14.3935096107435	1.60649038925651
97	12	14.3887684748535	-2.38876847485347
98	14	14.3840273389635	-0.384027338963457
99	17	13.5767629758773	3.42323702412268
100	15	13.5720218399873	1.42797816001269
101	17	14.3698039312934	2.63019606870659
102	12	13.574099470591	-1.57409947059101
103	16	14.9251934133769	1.07480658662313
104	11	13.2764013706874	-2.27640137068738
105	15	14.3508393877334	0.649160612266642
106	9	12.9787032707837	-3.97870327078374
107	16	14.3413571159533	1.65864288404667
108	15	13.5340927528672	1.4659072471328
109	10	13.2526956912373	-3.25269569123731
110	10	13.4740461262962	-3.4740461262962
111	15	14.3223925723933	0.677607427606726
112	11	14.3176514365033	-3.31765143650326
113	13	14.5895662263531	-1.58956622635312
114	14	12.9407741836636	1.05922581633637
115	18	13.7501161773535	4.24988382264653
116	16	13.772819591487	2.22718040851304
117	14	13.7290740031897	0.270925996810292
118	14	14.2892046211632	-0.289204621163175
119	14	14.0078075595333	-0.00780755953328796
120	14	14.2797223493831	-0.279722349383147
121	12	13.9983252877533	-1.99832528775326
122	14	14.2702400776031	-0.270240077603119
123	15	13.9888430159732	1.01115698402677
124	15	14.2607578058231	0.73924219417691
125	15	13.9793607441932	1.0206392558068
126	13	14.2512755340431	-1.25127553404306
127	17	13.4440111709569	3.55598882904307
128	17	14.241793262263	2.75820673773697
129	19	13.9603962006331	5.03960379936685
130	15	13.6674392366195	1.33256076338048
131	13	13.4250466273969	-0.425046627396871
132	9	12.8554337376434	-3.85543373764338
133	15	14.218087582813	0.781912417187037
134	15	12.8459514658633	2.15404853413665
135	15	13.1178662557132	1.88213374428679
136	16	13.9156483470193	2.08435165298069
137	11	13.1199438863169	-2.11994388631691
138	14	13.3918586761668	0.608141323833228
139	11	13.912984841733	-2.91298484173301
140	15	13.908243705843	1.09175629415701
141	13	12.8127635146332	0.187236485366751
142	15	14.1754173598028	0.824582640197163
143	16	13.6448089224566	2.35519107754343
144	14	14.7308068418863	-0.73080684188629
145	15	13.3586707249367	1.64132927506333
146	16	13.5915810623793	2.4084189376207
147	16	14.4283676060926	1.57163239390736
148	11	12.7795755634031	-1.77957556340315
149	12	13.3397061813766	-1.33970618137662
150	9	13.0583091197467	-4.05830911974673
151	16	13.2912194571894	2.70878054281064
152	13	14.1280060009027	-1.1280060009027
153	16	13.3207416378166	2.67925836218344
154	12	14.1185237291227	-2.11852372912267
155	9	13.8371266674928	-4.83712666749278
156	13	13.5441697034792	-0.544169703479158
157	13	14.3809562471925	-1.3809562471925
158	14	13.2580315059593	0.741968494040743
159	19	13.8181621239327	5.18183787606728
160	13	14.0900769137826	-1.09007691378258
161	12	13.5204640240291	-1.52046402402909
162	13	14.0805946420026	-1.08059464200256

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
8	0.786670980497163	0.426658039005673	0.213329019502837
9	0.671781702552327	0.656436594895346	0.328218297447673
10	0.565923047474595	0.86815390505081	0.434076952525405
11	0.650859601224108	0.698280797551785	0.349140398775892
12	0.695068588674376	0.609862822651247	0.304931411325624
13	0.875104696139142	0.249790607721715	0.124895303860858
14	0.820412065347149	0.359175869305701	0.179587934652851
15	0.785760613866276	0.428478772267448	0.214239386133724
16	0.715629478232617	0.568741043534767	0.284370521767383
17	0.639260803022339	0.721478393955322	0.360739196977661
18	0.568493203100691	0.863013593798618	0.431506796899309
19	0.492421837502803	0.984843675005607	0.507578162497197
20	0.457376108233533	0.914752216467066	0.542623891766467
21	0.502519777017289	0.994960445965421	0.497480222982711
22	0.840058980651402	0.319882038697196	0.159941019348598
23	0.809795832667235	0.380408334665529	0.190204167332765
24	0.858676646272705	0.28264670745459	0.141323353727295
25	0.858464431295095	0.28307113740981	0.141535568704905
26	0.96539258323042	0.0692148335391599	0.03460741676958
27	0.958781278020067	0.0824374439598658	0.0412187219799329
28	0.943765276926953	0.112469446146094	0.0562347230730472
29	0.925365091688439	0.149269816623123	0.0746349083115613
30	0.944478844621455	0.111042310757091	0.0555211553785453
31	0.933825567946584	0.132348864106833	0.0661744320534164
32	0.915089514544516	0.169820970910969	0.0849104854554843
33	0.919599882046617	0.160800235906766	0.0804001179533832
34	0.89726272963639	0.20547454072722	0.10273727036361
35	0.871067452053763	0.257865095892474	0.128932547946237
36	0.865463113811036	0.269073772377928	0.134536886188964
37	0.905057743252579	0.189884513494843	0.0949422567474213
38	0.894023770213025	0.211952459573949	0.105976229786975
39	0.898317640483724	0.203364719032553	0.101682359516276
40	0.874752154690364	0.250495690619273	0.125247845309636
41	0.854721279934994	0.290557440130012	0.145278720065006
42	0.835123921031297	0.329752157937406	0.164876078968703
43	0.819658490652625	0.360683018694751	0.180341509347375
44	0.819552884004762	0.360894231990477	0.180447115995238
45	0.830265898381341	0.339468203237318	0.169734101618659
46	0.857041586030341	0.285916827939317	0.142958413969659
47	0.836136016806862	0.327727966386277	0.163863983193138
48	0.806641182780079	0.386717634439842	0.193358817219921
49	0.816509576879136	0.366980846241727	0.183490423120864
50	0.782015987273333	0.435968025453335	0.217984012726667
51	0.76248519704806	0.475029605903879	0.23751480295194
52	0.730000969765001	0.539998060469998	0.269999030234999
53	0.719929983277131	0.560140033445738	0.280070016722869
54	0.730211353629768	0.539577292740464	0.269788646370232
55	0.691246879345096	0.617506241309808	0.308753120654904
56	0.652860824567187	0.694278350865625	0.347139175432813
57	0.634351356840695	0.731297286318611	0.365648643159306
58	0.593470881319177	0.813058237361646	0.406529118680823
59	0.560147148729286	0.879705702541428	0.439852851270714
60	0.553215895560027	0.893568208879946	0.446784104439973
61	0.693701213313249	0.612597573373502	0.306298786686751
62	0.652317129980309	0.695365740039381	0.347682870019691
63	0.680503040930362	0.638993918139276	0.319496959069638
64	0.638398313484011	0.723203373031979	0.361601686515989
65	0.603810193980954	0.792379612038091	0.396189806019046
66	0.632679420049276	0.734641159901449	0.367320579950724
67	0.684458286849988	0.631083426300024	0.315541713150012
68	0.663109452213756	0.673781095572489	0.336890547786244
69	0.64256741248081	0.71486517503838	0.35743258751919
70	0.634941752901037	0.730116494197926	0.365058247098963
71	0.611649765524287	0.776700468951426	0.388350234475713
72	0.608199955797478	0.783600088405044	0.391800044202522
73	0.569517799962832	0.860964400074335	0.430482200037168
74	0.5447808033214	0.9104383933572	0.4552191966786
75	0.502854227249427	0.994291545501146	0.497145772750573
76	0.504306489900477	0.991387020199045	0.495693510099523
77	0.53407675821034	0.931846483579319	0.46592324178966
78	0.50043040365076	0.999139192698479	0.49956959634924
79	0.48470949997385	0.9694189999477	0.51529050002615
80	0.443477645857493	0.886955291714986	0.556522354142507
81	0.426145353807534	0.852290707615068	0.573854646192466
82	0.419926074534836	0.839852149069672	0.580073925465164
83	0.382137195259588	0.764274390519175	0.617862804740412
84	0.393831916278121	0.787663832556241	0.606168083721879
85	0.35595322298128	0.71190644596256	0.64404677701872
86	0.314345594830834	0.628691189661667	0.685654405169166
87	0.299947386564256	0.599894773128511	0.700052613435744
88	0.261317821531199	0.522635643062398	0.738682178468801
89	0.234073879166374	0.468147758332749	0.765926120833626
90	0.577006820750038	0.845986358499924	0.422993179249962
91	0.629316085882661	0.741367828234679	0.370683914117339
92	0.608985005277	0.782029989446	0.391014994723
93	0.569390859984458	0.861218280031085	0.430609140015542
94	0.525805080116357	0.948389839767287	0.474194919883643
95	0.48897489780148	0.97794979560296	0.51102510219852
96	0.467499094792833	0.934998189585665	0.532500905207167
97	0.47277950933201	0.945559018664021	0.52722049066799
98	0.430983967380298	0.861967934760597	0.569016032619702
99	0.490800864999156	0.981601729998312	0.509199135000844
100	0.464820898076423	0.929641796152846	0.535179101923577
101	0.478515535301726	0.957031070603452	0.521484464698274
102	0.449182599000348	0.898365198000696	0.550817400999652
103	0.411135932199802	0.822271864399603	0.588864067800198
104	0.404328435474287	0.808656870948574	0.595671564525713
105	0.362062809724351	0.724125619448701	0.637937190275649
106	0.445420528948	0.890841057896001	0.554579471052
107	0.420333067191841	0.840666134383682	0.579666932808159
108	0.39033094027146	0.780661880542919	0.60966905972854
109	0.45073386704095	0.9014677340819	0.54926613295905
110	0.53360074219323	0.93279851561354	0.46639925780677
111	0.487678500450656	0.975357000901313	0.512321499549344
112	0.572433581365623	0.855132837268755	0.427566418634377
113	0.580049468689875	0.839901062620251	0.419950531310125
114	0.538727368826347	0.922545262347307	0.461272631173653
115	0.645639870447288	0.708720259105424	0.354360129552712
116	0.622861831723718	0.754276336552565	0.377138168276282
117	0.582249002979103	0.835501994041794	0.417750997020897
118	0.542554792031719	0.914890415936561	0.457445207968281
119	0.492054081731552	0.984108163463104	0.507945918268448
120	0.453915103438636	0.907830206877271	0.546084896561364
121	0.469647391399781	0.939294782799562	0.530352608600219
122	0.44115169294453	0.882303385889061	0.55884830705547
123	0.391836960661626	0.783673921323251	0.608163039338374
124	0.348295442432386	0.696590884864772	0.651704557567614
125	0.301604226153145	0.60320845230629	0.698395773846855
126	0.321289780992518	0.642579561985037	0.678710219007482
127	0.352753626016938	0.705507252033876	0.647246373983062
128	0.327510938862028	0.655021877724057	0.672489061137972
129	0.501882140524922	0.996235718950156	0.498117859475078
130	0.446536944838583	0.893073889677166	0.553463055161417
131	0.388465383522776	0.776930767045552	0.611534616477224
132	0.567878994560604	0.864242010878792	0.432121005439396
133	0.50620665152274	0.98758669695452	0.49379334847726
134	0.462130443569377	0.924260887138754	0.537869556430623
135	0.40601880312942	0.812037606258841	0.59398119687058
136	0.351145023755464	0.702290047510928	0.648854976244536
137	0.323381866440269	0.646763732880538	0.676618133559731
138	0.266304357738901	0.532608715477802	0.733695642261099
139	0.3158665215535	0.631733043107001	0.6841334784465
140	0.257245696508665	0.51449139301733	0.742754303491335
141	0.209282996771403	0.418565993542806	0.790717003228597
142	0.160640229238589	0.321280458477178	0.839359770761411
143	0.149553612179498	0.299107224358995	0.850446387820502
144	0.111903215651472	0.223806431302944	0.888096784348528
145	0.101125608662675	0.20225121732535	0.898874391337325
146	0.0830274969110116	0.166054993822023	0.916972503088988
147	0.0916347790591159	0.183269558118232	0.908365220940884
148	0.0655573234789169	0.131114646957834	0.934442676521083
149	0.0414095065399755	0.082819013079951	0.958590493460025
150	0.151274535935823	0.302549071871645	0.848725464064177
151	0.165917553096572	0.331835106193144	0.834082446903428
152	0.119882683549132	0.239765367098265	0.880117316450868
153	0.0691792324339825	0.138358464867965	0.930820767566018
154	0.0345029454585539	0.0690058909171078	0.965497054541446

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	4	0.0272108843537415	OK