Multiple Linear Regression - Estimated Regression Equation

Conn[t] = + 33.2324706807634 + 0.158472808251303Happ[t] -0.0645138156938056Depr[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)	33.2324706807634	2.822206	11.7754	0	0
Happ	0.158472808251303	0.134913	1.1746	0.241898	0.120949
Depr	-0.0645138156938056	0.099608	-0.6477	0.518127	0.259064

Multiple Linear Regression - Regression Statistics
Multiple R	0.151458819815008
R-squared	0.0229397740997551
Adjusted R-squared	0.0106497083651609
F-TEST (value)	1.8665298131957
F-TEST (DF numerator)	2
F-TEST (DF denominator)	159
p-value	0.158032381913386
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	3.35710886629123
Sum Squared Residuals	1791.95861048086

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	41	34.6769242079561	6.3230757920439
2	39	35.375329256655	3.624670743345
3	30	34.0724781518145	-4.07247815181446
4	31	34.3599785914534	-3.35997859145338
5	34	34.4132454832143	-0.413245483214339
6	35	35.3108154409612	-0.310815440961195
7	39	34.0317860510179	4.96821394898207
8	34	34.7414380236498	-0.741438023649788
9	36	34.9644246475949	1.03557535240510
10	37	34.7708832005135	2.22911679948652
11	38	35.2813702640975	2.71862973590250
12	36	35.7273435119877	0.272656488012280
13	38	33.8494915278694	4.15050847213065
14	39	34.864842193071	4.13515780692902
15	33	35.4398430723488	-2.43984307234881
16	32	34.5478965765684	-2.54789657656837
17	36	34.5478965765684	1.45210342343163
18	38	35.2168564484037	2.7831435515963
19	39	34.8059518393436	4.19404816065641
20	32	34.9293560087648	-2.92935600876478
21	32	35.6333845194302	-3.63338451943022
22	31	34.0724781518145	-3.07247815181446
23	39	34.676924207956	4.32307579204402
24	37	34.2309509600658	2.76904903993424
25	39	35.2168564484037	3.7831435515963
26	41	34.0781016137809	6.92189838621912
27	36	35.0583836401524	0.941616359847606
28	33	34.4833827608746	-1.48338276087457
29	33	34.7063693848197	-1.70636938481967
30	34	34.1369919675083	-0.136991967508267
31	31	35.18741127154	-4.18741127154001
32	27	34.3249099526233	-7.32490995262326
33	37	35.2813702640975	1.71862973590250
34	34	34.8999108319011	-0.899910831901091
35	34	34.6124103922622	-0.612410392262177
36	32	35.2519250872338	-3.25192508723381
37	29	33.368449641149	-4.36844964114902
38	36	34.8353970162073	1.16460298379271
39	29	35.2813702640975	-6.2813702640975
40	35	34.6474790310923	0.35252096890771
41	37	35.0289384632887	1.97106153671130
42	34	34.864842193071	-0.864842193070978
43	38	35.2519250872338	2.74807491276619
44	35	34.2309509600658	0.769049039934235
45	38	34.4244924071472	3.57550759285282
46	37	34.1369919675083	2.86300803249173
47	38	35.0289384632887	2.9710615367113
48	33	34.8999108319011	-1.89991083190109
49	36	34.9588011856285	1.04119881437152
50	38	34.5829652153985	3.41703478460152
51	32	35.1228974558462	-3.1228974558462
52	32	34.5478965765684	-2.54789657656837
53	32	33.8144228890392	-1.81442288903924
54	34	34.2309509600658	-0.230950960065765
55	32	34.4244924071472	-2.42449240714718
56	37	34.8353970162073	2.16460298379271
57	39	34.9293560087648	4.07064399123522
58	29	35.0289384632887	-6.0289384632887
59	37	34.489006222841	2.51099377715901
60	35	34.1664371443720	0.833562855628041
61	30	33.2099768328977	-3.20997683289772
62	38	34.5184513997047	3.48154860029532
63	34	34.2015057832021	-0.201505783202073
64	31	34.5478965765684	-3.54789657656837
65	34	34.7708832005135	-0.77088320051348
66	35	34.1075467906446	0.892453209355425
67	36	33.8789367047330	2.12106329526696
68	30	34.3599785914534	-4.35997859145338
69	39	34.7708832005135	4.22911679948652
70	35	34.7063693848197	0.293630615180326
71	38	34.6124103922622	3.38758960773782
72	31	34.8003283773772	-3.80032837737717
73	34	34.7708832005135	-0.77088320051348
74	38	34.9644246475949	3.03557535240510
75	34	34.5829652153985	-0.582965215398485
76	39	33.9083818815967	5.09161811840326
77	37	35.0878288170161	1.91217118298391
78	34	34.1958823212357	-0.195882321235651
79	28	34.7708832005135	-6.77088320051348
80	37	34.7119928467861	2.28800715321390
81	33	34.8999108319011	-1.89991083190109
82	37	35.1228974558462	1.8771025441538
83	35	35.0289384632887	-0.0289384632887022
84	37	34.9938698244586	2.00613017554141
85	32	34.8353970162073	-2.83539701620729
86	33	34.6124103922622	-1.61241039226218
87	38	34.7708832005135	3.22911679948652
88	33	34.676924207956	-1.67692420795598
89	29	34.3249099526233	-5.32490995262326
90	33	32.9224763932588	0.0775236067411961
91	31	35.0878288170161	-4.08782881701609
92	36	34.3249099526233	1.67509004737674
93	35	34.7708832005135	0.22911679948652
94	32	34.4833827608746	-2.48338276087457
95	29	34.6474790310923	-5.64747903109229
96	39	35.0583836401524	3.94161635984761
97	37	34.1019233286782	2.89807667132185
98	35	34.7414380236498	0.258561976350212
99	37	35.2168564484037	1.78314355159630
100	32	34.9644246475949	-2.96442464759490
101	38	35.2813702640975	2.71862973590250
102	37	34.1019233286782	2.89807667132185
103	36	34.9938698244586	1.00613017554141
104	32	34.2660195988959	-2.26601959889588
105	33	34.5773417534321	-1.57734175343206
106	40	33.4329634568428	6.56703654315717
107	38	35.0583836401524	2.94161635984761
108	41	34.5773417534321	6.42265824656794
109	36	33.8494915278694	2.15050847213065
110	43	33.2688671866251	9.7311328133749
111	30	34.7063693848197	-4.70636938481967
112	31	34.0079643361207	-3.00796433612066
113	32	34.5829652153985	-2.58296521539848
114	32	34.4833827608746	-2.48338276087457
115	37	35.3108154409612	1.68918455903880
116	37	35.1228974558462	1.8771025441538
117	33	34.5478965765684	-1.54789657656837
118	34	34.6124103922622	-0.612410392262177
119	33	34.8704656550374	-1.8704656550374
120	38	34.4833827608746	3.51661723912543
121	33	34.1664371443720	-1.16643714437196
122	31	34.5478965765684	-3.54789657656837
123	38	34.8999108319011	3.10008916809891
124	37	35.0934522789825	1.90654772101749
125	33	34.8999108319011	-1.89991083190109
126	31	34.5829652153985	-3.58296521539848
127	39	35.4103978954851	3.58960210451489
128	44	35.2813702640975	8.7186297359025
129	33	35.5338020649063	-2.53380206490630
130	35	34.7708832005135	0.22911679948652
131	32	34.5829652153985	-2.58296521539848
132	28	33.368449641149	-5.36844964114902
133	40	34.9644246475949	5.0355753524051
134	27	34.6418555691259	-7.64185556912587
135	37	34.8353970162073	2.16460298379271
136	32	34.864842193071	-2.86484219307098
137	28	33.4918538105702	-5.49185381057021
138	34	34.5478965765684	-0.547896576568371
139	30	33.9434505204269	-3.94345052042685
140	35	34.8999108319011	0.100089168098909
141	31	34.5184513997047	-3.51845139970468
142	32	34.9644246475949	-2.96442464759490
143	30	34.864842193071	-4.86484219307098
144	30	34.676924207956	-4.67692420795598
145	31	34.8353970162073	-3.83539701620729
146	40	35.0583836401524	4.94161635984761
147	32	34.9938698244586	-2.99386982445859
148	36	34.1369919675083	1.86300803249173
149	32	34.4244924071472	-2.42449240714718
150	35	33.4329634568428	1.56703654315717
151	38	34.9938698244586	3.00613017554141
152	42	34.1958823212357	7.80411767876435
153	34	35.18741127154	-1.18741127154001
154	35	34.3599785914534	0.640021408546624
155	35	33.4329634568428	1.56703654315717
156	33	34.1313685055418	-1.13136850554185
157	36	34.3249099526233	1.67509004737674
158	32	34.5478965765684	-2.54789657656837
159	33	35.5338020649063	-2.53380206490630
160	34	34.7119928467861	-0.711992846786096
161	32	33.9728956972905	-1.97289569729054
162	34	34.2603961369295	-0.260396136929457

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
6	0.824448587133092	0.351102825733817	0.175551412866908
7	0.875152960676748	0.249694078646503	0.124847039323252
8	0.795971857734682	0.408056284530636	0.204028142265318
9	0.701732516621468	0.596534966757065	0.298267483378532
10	0.611017537271304	0.777964925457392	0.388982462728696
11	0.511749282205377	0.976501435589246	0.488250717794623
12	0.454415908618023	0.908831817236046	0.545584091381977
13	0.530935591564321	0.938128816871359	0.469064408435679
14	0.491242875238055	0.98248575047611	0.508757124761945
15	0.51058527216198	0.97882945567604	0.48941472783802
16	0.51955046964345	0.9608990607131	0.48044953035655
17	0.440164302730596	0.880328605461192	0.559835697269404
18	0.386944697269373	0.773889394538746	0.613055302730627
19	0.407591554891178	0.815183109782357	0.592408445108822
20	0.446229342495595	0.892458684991191	0.553770657504404
21	0.471045273675119	0.942090547350239	0.528954726324881
22	0.479442074056507	0.958884148113015	0.520557925943493
23	0.504783754310585	0.99043249137883	0.495216245689415
24	0.463869075301882	0.927738150603763	0.536130924698118
25	0.453511366525574	0.907022733051149	0.546488633474426
26	0.601659888169335	0.796680223661329	0.398340111830665
27	0.540267140200858	0.919465719598284	0.459732859799142
28	0.515595421990577	0.968809156018846	0.484404578009423
29	0.490069597003825	0.98013919400765	0.509930402996175
30	0.441744612437798	0.883489224875596	0.558255387562202
31	0.500542668047808	0.998914663904384	0.499457331952192
32	0.74574884769068	0.508502304618641	0.254251152309321
33	0.70601864856425	0.5879627028715	0.29398135143575
34	0.663259735711837	0.673480528576326	0.336740264288163
35	0.615729459775373	0.768541080449254	0.384270540224627
36	0.617518624830171	0.764962750339658	0.382481375169829
37	0.66354595657011	0.672908086859779	0.336454043429890
38	0.616482330585351	0.767035338829298	0.383517669414649
39	0.736460552130614	0.527078895738773	0.263539447869386
40	0.691425693933452	0.617148612133096	0.308574306066548
41	0.656991676253501	0.686016647492997	0.343008323746499
42	0.610926874015605	0.778146251968791	0.389073125984395
43	0.588167406332268	0.823665187335464	0.411832593667732
44	0.538740213388512	0.922519573222975	0.461259786611488
45	0.533972917371334	0.932054165257332	0.466027082628666
46	0.51049886316493	0.97900227367014	0.48950113683507
47	0.490608328964137	0.981216657928274	0.509391671035863
48	0.461367796695969	0.922735593391938	0.538632203304031
49	0.417571462527338	0.835142925054677	0.582428537472662
50	0.40910396960841	0.81820793921682	0.59089603039159
51	0.409093939026163	0.818187878052327	0.590906060973837
52	0.392368729763977	0.784737459527954	0.607631270236023
53	0.361098681638399	0.722197363276798	0.638901318361601
54	0.317417921078171	0.634835842156341	0.682582078921829
55	0.304625833237855	0.60925166647571	0.695374166762145
56	0.278759069429510	0.557518138859021	0.72124093057049
57	0.296871969339184	0.593743938678368	0.703128030660816
58	0.404773840941814	0.809547681883628	0.595226159058186
59	0.381159143688012	0.762318287376023	0.618840856311988
60	0.338790105618210	0.677580211236421	0.66120989438179
61	0.335528885267077	0.671057770534154	0.664471114732923
62	0.335976406466843	0.671952812933686	0.664023593533157
63	0.295314618144916	0.590629236289832	0.704685381855084
64	0.300549536163233	0.601099072326467	0.699450463836767
65	0.26326633215072	0.52653266430144	0.73673366784928
66	0.229736665094675	0.459473330189349	0.770263334905325
67	0.209848170220834	0.419696340441668	0.790151829779166
68	0.235499165757554	0.470998331515108	0.764500834242446
69	0.255769724343356	0.511539448686712	0.744230275656644
70	0.220244467365461	0.440488934730922	0.779755532634539
71	0.220003714542832	0.440007429085663	0.779996285457168
72	0.230336494131034	0.460672988262068	0.769663505868966
73	0.198740404978731	0.397480809957462	0.80125959502127
74	0.192247312426834	0.384494624853668	0.807752687573166
75	0.164044050860625	0.328088101721251	0.835955949139375
76	0.20369015912297	0.40738031824594	0.79630984087703
77	0.181693276245739	0.363386552491478	0.818306723754261
78	0.153280383442935	0.30656076688587	0.846719616557065
79	0.251056408753511	0.502112817507022	0.748943591246489
80	0.234035581494029	0.468071162988058	0.765964418505971
81	0.211011641542105	0.422023283084211	0.788988358457895
82	0.189285919814917	0.378571839629833	0.810714080185084
83	0.160676078915478	0.321352157830957	0.839323921084521
84	0.143238995495709	0.286477990991418	0.856761004504291
85	0.135726894205412	0.271453788410825	0.864273105794588
86	0.117403655365431	0.234807310730863	0.882596344634569
87	0.115468656692939	0.230937313385878	0.884531343307061
88	0.0994486905604619	0.198897381120924	0.900551309439538
89	0.131295504176331	0.262591008352661	0.86870449582367
90	0.108615780810935	0.217231561621869	0.891384219189065
91	0.119664056457202	0.239328112914403	0.880335943542798
92	0.103413088916294	0.206826177832588	0.896586911083706
93	0.084362898009782	0.168725796019564	0.915637101990218
94	0.0765553897289924	0.153110779457985	0.923444610271008
95	0.106657132852256	0.213314265704511	0.893342867147744
96	0.113992690389063	0.227985380778126	0.886007309610937
97	0.108188436653545	0.21637687330709	0.891811563346455
98	0.0885780746693391	0.177156149338678	0.91142192533066
99	0.0758357275801614	0.151671455160323	0.924164272419839
100	0.0709462342507464	0.141892468501493	0.929053765749254
101	0.0656544055826058	0.131308811165212	0.934345594417394
102	0.0617573996853415	0.123514799370683	0.938242600314659
103	0.0499260399922406	0.0998520799844811	0.95007396000776
104	0.0427638620633790	0.0855277241267579	0.957236137936621
105	0.0350016562584394	0.0700033125168789	0.96499834374156
106	0.0683848961683287	0.136769792336657	0.931615103831671
107	0.0647709566159936	0.129541913231987	0.935229043384006
108	0.112191240522070	0.224382481044140	0.88780875947793
109	0.102064588708983	0.204129177417967	0.897935411291017
110	0.426208898089376	0.852417796178752	0.573791101910624
111	0.458823223778666	0.917646447557333	0.541176776221334
112	0.437250638295023	0.874501276590047	0.562749361704977
113	0.415449306450323	0.830898612900645	0.584550693549677
114	0.38503326871535	0.7700665374307	0.61496673128465
115	0.352465723788323	0.704931447576646	0.647534276211677
116	0.320098546329092	0.640197092658185	0.679901453670908
117	0.281516306633625	0.563032613267249	0.718483693366375
118	0.240879373437176	0.481758746874352	0.759120626562824
119	0.217456540753207	0.434913081506413	0.782543459246793
120	0.239518909783081	0.479037819566163	0.760481090216919
121	0.203417822179800	0.406835644359599	0.7965821778202
122	0.195810086375088	0.391620172750175	0.804189913624912
123	0.190777575762711	0.381555151525422	0.809222424237289
124	0.163552714740272	0.327105429480545	0.836447285259728
125	0.140160080264687	0.280320160529373	0.859839919735313
126	0.143685255257322	0.287370510514644	0.856314744742678
127	0.140649913467957	0.281299826935914	0.859350086532043
128	0.414768472246691	0.829536944493382	0.585231527753309
129	0.370559650443899	0.741119300887799	0.6294403495561
130	0.324507768206085	0.64901553641217	0.675492231793915
131	0.300534883631935	0.601069767263871	0.699465116368065
132	0.3480235160605	0.696047032121	0.6519764839395
133	0.446126655933017	0.892253311866035	0.553873344066983
134	0.613052195694028	0.773895608611944	0.386947804305972
135	0.604770789139637	0.790458421720725	0.395229210860363
136	0.558269803994179	0.883460392011643	0.441730196005821
137	0.675725578579409	0.648548842841183	0.324274421420592
138	0.612983289171732	0.774033421656537	0.387016710828268
139	0.65252256144601	0.69495487710798	0.34747743855399
140	0.596363863701752	0.807272272596496	0.403636136298248
141	0.58160937950634	0.83678124098732	0.41839062049366
142	0.532347019344282	0.935305961311435	0.467652980655718
143	0.585518054101218	0.828963891797564	0.414481945898782
144	0.641731820909464	0.716536358181072	0.358268179090536
145	0.663147260634487	0.673705478731026	0.336852739365513
146	0.798024853193309	0.403950293613382	0.201975146806691
147	0.77275050423974	0.45449899152052	0.22724949576026
148	0.719975142590934	0.560049714818133	0.280024857409066
149	0.676319807792869	0.647360384414263	0.323680192207131
150	0.583028051891931	0.833943896216138	0.416971948108069
151	0.60508698773666	0.78982602452668	0.39491301226334
152	0.994749219653908	0.0105015606921844	0.0052507803460922
153	0.985440148371776	0.029119703256448	0.014559851628224
154	0.963903083515065	0.0721938329698691	0.0360969164849346
155	0.923832694747377	0.152334610505245	0.0761673052526227
156	0.823890226235867	0.352219547528265	0.176109773764133

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	2	0.0132450331125828	OK
10% type I error level	6	0.0397350993377483	OK