Multiple Linear Regression - Estimated Regression Equation

Separate[t] = + 20.676735787394 + 0.387478838017858Connected[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)	20.676735787394	2.691171	7.6832	0	0
Connected	0.387478838017858	0.077362	5.0086	1e-06	1e-06

Multiple Linear Regression - Regression Statistics
Multiple R	0.368155267777861
R-squared	0.135538301192589
Adjusted R-squared	0.130135415575042
F-TEST (value)	25.0862799598083
F-TEST (DF numerator)	1
F-TEST (DF denominator)	160
p-value	1.43595671986407e-06
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	3.31308956303169
Sum Squared Residuals	1756.24999242712

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	38	36.5633681461263	1.43663185387373
2	32	35.7884104700905	-3.78841047009051
3	35	32.3011009279298	2.69889907207022
4	33	32.6885797659476	0.311420234052363
5	37	33.8510162800012	3.14898371999879
6	29	34.2384951180191	-5.23849511801907
7	31	35.7884104700905	-4.7884104700905
8	36	33.8510162800012	2.14898371999879
9	35	34.6259739560369	0.374026043963072
10	38	35.0134527940548	2.98654720594521
11	31	35.4009316320726	-4.40093163207264
12	34	34.6259739560369	-0.625973956036928
13	35	35.4009316320726	-0.400931632072644
14	38	35.7884104700905	2.2115895299095
15	37	33.4635374419834	3.53646255801665
16	33	33.0760586039655	-0.0760586039654949
17	32	34.6259739560369	-2.62597395603693
18	38	35.4009316320726	2.59906836792736
19	38	35.7884104700905	2.2115895299095
20	32	33.0760586039655	-1.0760586039655
21	33	33.0760586039655	-0.0760586039654949
22	31	32.6885797659476	-1.68857976594764
23	38	35.7884104700905	2.2115895299095
24	39	35.0134527940548	3.98654720594521
25	32	35.7884104700905	-3.7884104700905
26	32	36.5633681461262	-4.56336814612622
27	35	34.6259739560369	0.374026043963072
28	37	33.4635374419834	3.53646255801665
29	33	33.4635374419834	-0.463537441983353
30	33	33.8510162800012	-0.851016280001211
31	28	32.6885797659476	-4.68857976594764
32	32	31.1386644138762	0.861335586123796
33	31	35.0134527940548	-4.01345279405479
34	37	33.8510162800012	3.14898371999879
35	30	33.8510162800012	-3.85101628000121
36	33	33.0760586039655	-0.0760586039654949
37	31	31.9136220899119	-0.913622089911921
38	33	34.6259739560369	-1.62597395603693
39	31	31.9136220899119	-0.913622089911921
40	33	34.2384951180191	-1.23849511801907
41	32	35.0134527940548	-3.01345279405479
42	33	33.8510162800012	-0.851016280001211
43	32	35.4009316320726	-3.40093163207264
44	33	34.2384951180191	-1.23849511801907
45	28	35.4009316320726	-7.40093163207264
46	35	35.0134527940548	-0.0134527940547862
47	39	35.4009316320726	3.59906836792736
48	34	33.4635374419834	0.536462558016647
49	38	34.6259739560369	3.37402604396307
50	32	35.4009316320726	-3.40093163207264
51	38	33.0760586039655	4.92394139603451
52	30	33.0760586039655	-3.07605860396549
53	33	33.0760586039655	-0.0760586039654949
54	38	33.8510162800012	4.14898371999879
55	32	33.0760586039655	-1.0760586039655
56	32	35.0134527940548	-3.01345279405479
57	34	35.7884104700905	-1.7884104700905
58	34	31.9136220899119	2.08637791008808
59	36	35.0134527940548	0.986547205945214
60	34	34.2384951180191	-0.23849511801907
61	28	32.3011009279298	-4.30110092792978
62	34	35.4009316320726	-1.40093163207264
63	35	33.8510162800012	1.14898371999879
64	35	32.6885797659476	2.31142023405236
65	31	33.8510162800012	-2.85101628000121
66	37	34.2384951180191	2.76150488198093
67	35	34.6259739560369	0.374026043963072
68	27	32.3011009279298	-5.30110092792978
69	40	35.7884104700905	4.2115895299095
70	37	34.2384951180191	2.76150488198093
71	36	35.4009316320726	0.599068367927356
72	38	32.6885797659476	5.31142023405236
73	39	33.8510162800012	5.14898371999879
74	41	35.4009316320726	5.59906836792736
75	27	33.8510162800012	-6.85101628000121
76	30	35.7884104700905	-5.7884104700905
77	37	35.0134527940548	1.98654720594521
78	31	33.8510162800012	-2.85101628000121
79	31	31.5261432518941	-0.526143251894063
80	27	35.0134527940548	-8.01345279405479
81	36	33.4635374419834	2.53646255801665
82	38	35.0134527940548	2.98654720594521
83	37	34.2384951180191	2.76150488198093
84	33	35.0134527940548	-2.01345279405479
85	34	33.0760586039655	0.923941396034505
86	31	33.4635374419834	-2.46353744198335
87	39	35.4009316320726	3.59906836792736
88	34	33.4635374419834	0.536462558016647
89	32	31.9136220899119	0.0863779100880792
90	33	33.4635374419834	-0.463537441983353
91	36	32.6885797659476	3.31142023405236
92	32	34.6259739560369	-2.62597395603693
93	41	34.2384951180191	6.76150488198093
94	28	33.0760586039655	-5.07605860396549
95	30	31.9136220899119	-1.91362208991192
96	36	35.7884104700905	0.211589529909498
97	35	35.0134527940548	-0.0134527940547862
98	31	34.2384951180191	-3.23849511801907
99	34	35.0134527940548	-1.01345279405479
100	36	33.0760586039655	2.9239413960345
101	36	35.4009316320726	0.599068367927356
102	35	35.0134527940548	-0.0134527940547862
103	37	34.6259739560369	2.37402604396307
104	28	33.0760586039655	-5.07605860396549
105	39	33.4635374419834	5.53646255801665
106	32	36.1758893081084	-4.17588930810836
107	35	35.4009316320726	-0.400931632072644
108	39	36.5633681461262	2.43663185387378
109	35	34.6259739560369	0.374026043963072
110	42	37.3383258221619	4.66167417783806
111	34	32.3011009279298	1.69889907207022
112	33	32.6885797659476	0.311420234052363
113	41	33.0760586039655	7.92394139603451
114	33	33.0760586039655	-0.0760586039654949
115	34	35.0134527940548	-1.01345279405479
116	32	35.0134527940548	-3.01345279405479
117	40	33.4635374419834	6.53646255801665
118	40	33.8510162800012	6.14898371999879
119	35	33.4635374419834	1.53646255801665
120	36	35.4009316320726	0.599068367927356
121	37	33.4635374419834	3.53646255801665
122	27	32.6885797659476	-5.68857976594764
123	39	35.4009316320726	3.59906836792736
124	38	35.0134527940548	2.98654720594521
125	31	33.4635374419834	-2.46353744198335
126	33	32.6885797659476	0.311420234052363
127	32	35.7884104700905	-3.7884104700905
128	39	37.7258046601798	1.27419533982021
129	36	33.4635374419834	2.53646255801665
130	33	34.2384951180191	-1.23849511801907
131	33	33.0760586039655	-0.0760586039654949
132	32	31.5261432518941	0.473856748105937
133	37	36.1758893081084	0.824110691891639
134	30	31.1386644138762	-1.1386644138762
135	38	35.0134527940548	2.98654720594521
136	29	33.0760586039655	-4.07605860396549
137	22	31.5261432518941	-9.52614325189406
138	35	33.8510162800012	1.14898371999879
139	35	32.3011009279298	2.69889907207022
140	34	34.2384951180191	-0.23849511801907
141	35	32.6885797659476	2.31142023405236
142	34	33.0760586039655	0.923941396034505
143	34	32.3011009279298	1.69889907207022
144	35	32.3011009279298	2.69889907207022
145	23	32.6885797659476	-9.68857976594764
146	31	36.1758893081084	-5.17588930810836
147	27	33.0760586039655	-6.07605860396549
148	36	34.6259739560369	1.37402604396307
149	31	33.0760586039655	-2.0760586039655
150	32	34.2384951180191	-2.23849511801907
151	39	35.4009316320726	3.59906836792736
152	37	36.9508469841441	0.0491530158559226
153	38	33.8510162800012	4.14898371999879
154	39	34.2384951180191	4.76150488198093
155	34	34.2384951180191	-0.23849511801907
156	31	33.4635374419834	-2.46353744198335
157	32	34.6259739560369	-2.62597395603693
158	37	33.0760586039655	3.9239413960345
159	36	33.4635374419834	2.53646255801665
160	32	33.8510162800012	-1.85101628000121
161	35	33.0760586039655	1.92394139603451
162	36	33.8510162800012	2.14898371999879

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
5	0.466821340921822	0.933642681843644	0.533178659078178
6	0.702615291588954	0.594769416822093	0.297384708411046
7	0.671755975088276	0.656488049823447	0.328244024911724
8	0.602641977523845	0.79471604495231	0.397358022476155
9	0.496622707267267	0.993245414534534	0.503377292732733
10	0.524534026138297	0.950931947723406	0.475465973861703
11	0.523650300039094	0.952699399921813	0.476349699960906
12	0.425732521571525	0.85146504314305	0.574267478428475
13	0.341830279929688	0.683660559859375	0.658169720070312
14	0.360506850519588	0.721013701039176	0.639493149480412
15	0.336471727056655	0.67294345411331	0.663528272943345
16	0.275796209672688	0.551592419345375	0.724203790327312
17	0.249481310897322	0.498962621794645	0.750518689102678
18	0.257196261127084	0.514392522254168	0.742803738872916
19	0.248204968550708	0.496409937101417	0.751795031449292
20	0.212145885032726	0.424291770065453	0.787854114967274
21	0.165091447526467	0.330182895052935	0.834908552473533
22	0.145812282227369	0.291624564454738	0.854187717772631
23	0.133041092314389	0.266082184628777	0.866958907685611
24	0.157927265942797	0.315854531885593	0.842072734057203
25	0.172994095618101	0.345988191236203	0.827005904381899
26	0.195682507708929	0.391365015417858	0.804317492291071
27	0.154619053493005	0.309238106986011	0.845380946506995
28	0.152734676622355	0.30546935324471	0.847265323377645
29	0.121755088916227	0.243510177832453	0.878244911083773
30	0.0966324238703077	0.193264847740615	0.903367576129692
31	0.153129819624465	0.30625963924893	0.846870180375535
32	0.120592719582882	0.241185439165763	0.879407280417118
33	0.132207174741802	0.264414349483603	0.867792825258198
34	0.132322006344391	0.264644012688782	0.867677993655609
35	0.147328185652982	0.294656371305963	0.852671814347018
36	0.11687148134063	0.23374296268126	0.88312851865937
37	0.09530979982076	0.19061959964152	0.90469020017924
38	0.0771492484798472	0.154298496959694	0.922850751520153
39	0.0611595619543675	0.122319123908735	0.938840438045632
40	0.0474425704585472	0.0948851409170943	0.952557429541453
41	0.0433791903551684	0.0867583807103368	0.956620809644832
42	0.032600709996812	0.0652014199936241	0.967399290003188
43	0.0310484480446655	0.0620968960893311	0.968951551955334
44	0.023368757501235	0.0467375150024701	0.976631242498765
45	0.0667195863657514	0.133439172731503	0.933280413634249
46	0.052452091699965	0.10490418339993	0.947547908300035
47	0.0667820280191459	0.133564056038292	0.933217971980854
48	0.0523773261785771	0.104754652357154	0.947622673821423
49	0.0590592664991762	0.118118532998352	0.940940733500824
50	0.0566556172744904	0.113311234548981	0.94334438272551
51	0.0796300356046862	0.159260071209372	0.920369964395314
52	0.079114592490353	0.158229184980706	0.920885407509647
53	0.0623470179782364	0.124694035956473	0.937652982021764
54	0.0759799572311135	0.151959914462227	0.924020042768886
55	0.0618243154800851	0.12364863096017	0.938175684519915
56	0.0572499629412875	0.114499925882575	0.942750037058713
57	0.0467461717794108	0.0934923435588216	0.953253828220589
58	0.0390868899033692	0.0781737798067385	0.960913110096631
59	0.031855288448691	0.063710576897382	0.968144711551309
60	0.0242080477048532	0.0484160954097065	0.975791952295147
61	0.0323895839014439	0.0647791678028877	0.967610416098556
62	0.0255431391205733	0.0510862782411466	0.974456860879427
63	0.0202471706140305	0.0404943412280609	0.97975282938597
64	0.0174561090913227	0.0349122181826454	0.982543890908677
65	0.0162036546577024	0.0324073093154048	0.983796345342298
66	0.0157163613783176	0.0314327227566352	0.984283638621682
67	0.0118498112101175	0.023699622420235	0.988150188789882
68	0.0208880758993504	0.0417761517987007	0.97911192410065
69	0.0281130565000787	0.0562261130001573	0.971886943499921
70	0.0268443366210742	0.0536886732421483	0.973155663378926
71	0.0209395549246084	0.0418791098492168	0.979060445075392
72	0.0326524073809636	0.0653048147619271	0.967347592619036
73	0.0478418452942155	0.0956836905884309	0.952158154705785
74	0.0769056692351163	0.153811338470233	0.923094330764884
75	0.147468137352729	0.294936274705459	0.852531862647271
76	0.204895058266441	0.409790116532882	0.795104941733559
77	0.186253099264634	0.372506198529269	0.813746900735366
78	0.178604040758993	0.357208081517985	0.821395959241007
79	0.151739913444405	0.303479826888809	0.848260086555595
80	0.315171817193463	0.630343634386927	0.684828182806537
81	0.298570418914021	0.597140837828043	0.701429581085979
82	0.292557151718619	0.585114303437237	0.707442848281381
83	0.280726674979123	0.561453349958247	0.719273325020877
84	0.258227476862695	0.516454953725391	0.741772523137305
85	0.22541153806005	0.4508230761201	0.77458846193995
86	0.211145350623448	0.422290701246896	0.788854649376552
87	0.217262394615142	0.434524789230284	0.782737605384858
88	0.186152456935364	0.372304913870728	0.813847543064636
89	0.157517491446546	0.315034982893091	0.842482508553454
90	0.132329242902989	0.264658485805979	0.867670757097011
91	0.131578859600244	0.263157719200488	0.868421140399756
92	0.123497226750542	0.246994453501085	0.876502773249458
93	0.208803846703488	0.417607693406976	0.791196153296512
94	0.255387713545216	0.510775427090432	0.744612286454784
95	0.231532657432725	0.463065314865451	0.768467342567275
96	0.199156049256296	0.398312098512593	0.800843950743704
97	0.169235782271149	0.338471564542297	0.830764217728851
98	0.169303042827814	0.338606085655628	0.830696957172186
99	0.145615983880903	0.291231967761806	0.854384016119097
100	0.138600482866679	0.277200965733358	0.861399517133321
101	0.11562161194153	0.23124322388306	0.88437838805847
102	0.0950553687832891	0.190110737566578	0.904944631216711
103	0.0846121894014615	0.169224378802923	0.915387810598538
104	0.111199391514359	0.222398783028718	0.888800608485641
105	0.150792547553128	0.301585095106256	0.849207452446872
106	0.176052692936986	0.352105385873972	0.823947307063014
107	0.149669494266436	0.299338988532873	0.850330505733564
108	0.133715525677297	0.267431051354593	0.866284474322704
109	0.110085497967239	0.220170995934479	0.889914502032761
110	0.122006468198141	0.244012936396281	0.877993531801859
111	0.104927303810667	0.209854607621334	0.895072696189333
112	0.0848091796823836	0.169618359364767	0.915190820317616
113	0.201494298660331	0.402988597320661	0.798505701339669
114	0.168864955015977	0.337729910031954	0.831135044984023
115	0.143786754154484	0.287573508308968	0.856213245845516
116	0.142829919399329	0.285659838798658	0.857170080600671
117	0.232136255985192	0.464272511970384	0.767863744014808
118	0.329713365964683	0.659426731929366	0.670286634035317
119	0.295883944477637	0.591767888955275	0.704116055522363
120	0.253813316888492	0.507626633776984	0.746186683111508
121	0.262747646397163	0.525495292794325	0.737252353602837
122	0.329715268695916	0.659430537391832	0.670284731304084
123	0.32904393405053	0.658087868101061	0.67095606594947
124	0.316601193700791	0.633202387401581	0.683398806299209
125	0.290493497073854	0.580986994147708	0.709506502926146
126	0.24784373790148	0.49568747580296	0.75215626209852
127	0.267476441585667	0.534952883171334	0.732523558414333
128	0.226541846306375	0.453083692612751	0.773458153693625
129	0.211357010592499	0.422714021184998	0.788642989407501
130	0.177762749089162	0.355525498178323	0.822237250910838
131	0.143602892038326	0.287205784076652	0.856397107961674
132	0.118619152811219	0.237238305622439	0.881380847188781
133	0.0928105168730864	0.185621033746173	0.907189483126914
134	0.0718827519182317	0.143765503836463	0.928117248081768
135	0.0642796318305314	0.128559263661063	0.935720368169469
136	0.0655784312600192	0.131156862520038	0.934421568739981
137	0.284779369863447	0.569558739726895	0.715220630136553
138	0.237949439602704	0.475898879205409	0.762050560397296
139	0.213355138941352	0.426710277882703	0.786644861058649
140	0.168825681277735	0.33765136255547	0.831174318722265
141	0.145509355876144	0.291018711752289	0.854490644123856
142	0.112869033291846	0.225738066583692	0.887130966708154
143	0.0913668821809531	0.182733764361906	0.908633117819047
144	0.0876530801952059	0.175306160390412	0.912346919804794
145	0.416842762012932	0.833685524025863	0.583157237987068
146	0.549073392750917	0.901853214498166	0.450926607249083
147	0.786012316696634	0.427975366606732	0.213987683303366
148	0.718537767240258	0.562924465519483	0.281462232759742
149	0.720883915746383	0.558232168507234	0.279116084253617
150	0.734188593294062	0.531622813411876	0.265811406705938
151	0.730080242543726	0.539839514912547	0.269919757456274
152	0.664713042461702	0.670573915076597	0.335286957538298
153	0.673318968027492	0.653362063945016	0.326681031972508
154	0.880556698436658	0.238886603126684	0.119443301563342
155	0.807130488246418	0.385739023507165	0.192869511753582
156	0.913725028955792	0.172549942088415	0.0862749710442076
157	0.807972920782055	0.384054158435889	0.192027079217945

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	9	0.0588235294117647	NOK
10% type I error level	22	0.143790849673203	NOK