Multiple Linear Regression - Estimated Regression Equation

Member[t] = + 1.30267905579266 + 0.0638572513593550Provison[t] + 0.0593542522425081Mother[t] + 0.00438665208409937Father[t] + 0.0498968809279368Illness[t] -0.0440151152769835Tobacco[t] -0.130198915314923Gender[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)	1.30267905579266	0.275443	4.7294	5e-06	3e-06
Provison	0.0638572513593550	0.028267	2.2591	0.025319	0.01266
Mother	0.0593542522425081	0.053809	1.1031	0.271768	0.135884
Father	0.00438665208409937	0.049651	0.0883	0.929717	0.464858
Illness	0.0498968809279368	0.117561	0.4244	0.671858	0.335929
Tobacco	-0.0440151152769835	0.042108	-1.0453	0.297569	0.148784
Gender	-0.130198915314923	0.082834	-1.5718	0.118105	0.059052

Multiple Linear Regression - Regression Statistics
Multiple R	0.284268140970020
R-squared	0.0808083759705509
Adjusted R-squared	0.0440407110093729
F-TEST (value)	2.19781093131354
F-TEST (DF numerator)	6
F-TEST (DF denominator)	150
p-value	0.0462273521497196
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	0.487546698306195
Sum Squared Residuals	35.6552674543908

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	2	1.62512997157864	0.374870028421361
2	1	1.37425977422996	-0.374259774229960
3	1	1.64052491751606	-0.64052491751606
4	1	1.57863044370548	-0.578630443705482
5	2	1.49054440417966	0.509455595820344
6	2	1.43119015193715	0.568809848062853
7	1	1.33209108946901	-0.332091089469008
8	2	1.67491050547387	0.325089494526134
9	1	1.62524631861143	-0.625246318611425
10	2	1.43119015193715	0.568809848062852
11	1	1.08773091594576	-0.0877309159457599
12	2	1.56138906725207	0.43861093274793
13	1	1.60678294906316	-0.60678294906316
14	2	1.74395482309644	0.256045176903559
15	2	1.70882935902040	0.291170640979595
16	2	1.55434111747812	0.445658882521878
17	1	1.29897265010159	-0.29897265010159
18	1	1.62524631861143	-0.625246318611425
19	1	1.38965944925638	-0.389659449256376
20	2	1.40701717274254	0.592982827257464
21	2	1.63401962277962	0.365980377220376
22	1	1.43119015193715	-0.431190151937147
23	2	1.74834147518054	0.251658524819459
24	2	1.42600308567393	0.573996914326072
25	2	1.55826483466933	0.441735165330671
26	2	1.49753181589271	0.502468184107285
27	2	1.61128594818001	0.388714051819993
28	2	1.54494428422444	0.455055715775560
29	1	1.67242609287765	-0.672426092877654
30	1	1.36733290057779	-0.367332900577792
31	2	1.63401962277962	0.365980377220376
32	1	1.49504740329650	-0.495047403296503
33	2	1.57016237142027	0.429837628579731
34	2	1.74395482309644	0.256045176903559
35	2	1.36733290057779	0.632667099422208
36	1	1.62524631861143	-0.625246318611425
37	2	1.56767795882406	0.432322041175943
38	1	1.62951662366278	-0.629516623662777
39	1	1.50382070746470	-0.503820707464702
40	2	1.67514319953936	0.324856800460638
41	1	1.41278259136074	-0.412782591360741
42	2	1.75723112638149	0.242768873618513
43	2	1.68898722293803	0.311012777061967
44	1	1.17143030338749	-0.171430303387487
45	1	1.45351670061573	-0.453516700615731
46	2	1.58550150838579	0.414498491614207
47	2	1.61555625323136	0.384443746768642
48	1	1.30347564921844	-0.303475649218437
49	2	1.63608245646010	0.363917543539897
50	2	1.43119015193715	0.568809848062852
51	1	1.37171955266189	-0.371719552661892
52	1	1.56138906725207	-0.56138906725207
53	2	1.36970096614126	0.630299033858743
54	2	1.41971419410194	0.580285805898058
55	2	1.43095745787165	0.569042542128348
56	1	1.51725760494234	-0.517257604942339
57	1	1.43095745787165	-0.430957457871652
58	1	1.55890465465586	-0.558904654655858
59	1	1.36981731317400	-0.369817313174005
60	1	1.57222520510075	-0.572225205100748
61	1	1.23961839785908	-0.239618397859082
62	2	1.51737395197509	0.482626048024913
63	2	1.36738870954965	0.632611290450348
64	2	1.49943405538060	0.500565944619398
65	2	1.62524631861143	0.374753681388575
66	1	1.68898722293803	-0.688987222938033
67	2	1.70871301198766	0.291286988012343
68	2	1.53721608805746	0.462783911942542
69	1	1.50382070746470	-0.503820707464702
70	1	1.56127272021932	-0.561272720219322
71	1	1.4310738049044	-0.4310738049044
72	2	1.68887087590528	0.311129124094715
73	1	1.69337387502213	-0.693373875022132
74	1	1.62524631861143	-0.625246318611425
75	1	1.68199981122497	-0.681999811224973
76	1	1.69337387502213	-0.693373875022132
77	2	1.68391650370756	0.316083496292439
78	1	1.58561785541854	-0.585617855418541
79	2	1.49302881677587	0.506971183224132
80	2	1.62951662366278	0.370483376337223
81	2	1.69337387502213	0.306626124977868
82	2	1.4354604569885	0.564539543011501
83	1	1.68887087590528	-0.688870875905285
84	2	1.74834147518054	0.251658524819459
85	2	1.68898722293803	0.311012777061967
86	1	1.31224895338664	-0.312248953386636
87	2	1.64935875974515	0.350641240254851
88	2	1.56138906725207	0.43861093274793
89	1	1.49504740329650	-0.495047403296503
90	1	1.36733290057779	-0.367332900577792
91	2	1.61825890689837	0.381741093101634
92	2	1.62512997157868	0.374870028421322
93	2	1.64497210766105	0.355027892338951
94	1	1.55878830762311	-0.55878830762311
95	2	1.51731341391420	0.482686586085802
96	1	1.73900045089872	-0.739000450898717
97	2	1.69337387502213	0.306626124977868
98	1	1.55878830762311	-0.55878830762311
99	1	1.70871301198766	-0.708713011987657
100	2	1.62524631861143	0.374753681388575
101	2	1.28178708262004	0.718212917379962
102	1	1.36733290057779	-0.367332900577792
103	2	1.49481470923101	0.505185290768993
104	2	1.69337387502213	0.306626124977868
105	1	1.60084064535132	-0.600840645351318
106	1	1.74395482309644	-0.743954823096441
107	1	1.62963297069552	-0.629632970695525
108	1	1.28951527878702	-0.289515278787019
109	2	1.75284447429739	0.247155525702612
110	1	1.18014779858383	-0.180147798583826
111	1	1.49753181589271	-0.497531815892715
112	1	1.19987358763345	-0.19987358763345
113	1	1.64497210766105	-0.644972107661049
114	2	1.55694187710708	0.443058122892918
115	1	1.56132852919118	-0.561328529191182
116	2	1.75284447429739	0.247155525702612
117	1	1.63401962277962	-0.634019622779624
118	2	1.49753181589271	0.502468184107285
119	2	1.62501362454593	0.374986375454070
120	1	1.49320097278047	-0.493200972780475
121	1	1.72999445266502	-0.729994452665023
122	2	1.68910356997078	0.310896430029219
123	2	1.36733290057779	0.632667099422208
124	1	1.56127272021932	-0.561272720219322
125	2	1.47075807706914	0.529241922930857
126	2	1.67761315914087	0.322386840859126
127	2	1.43119015193715	0.568809848062852
128	2	1.61814255986562	0.381857440134382
129	1	1.47663984272010	-0.476639842720097
130	2	1.62068278143369	0.379317218566310
131	2	1.62951662366278	0.370483376337223
132	2	1.64508845469380	0.354911545306203
133	2	1.49481470923101	0.505185290768993
134	1	1.64058545557695	-0.64058545557695
135	1	1.75272812726464	-0.75272812726464
136	2	1.66481424374342	0.335185756256579
137	2	1.57851409667273	0.421485903327266
138	2	1.70871301198766	0.291286988012343
139	2	1.56577571933617	0.434224280663831
140	1	1.49054440417966	-0.490544404179655
141	2	1.38717503666016	0.612824963339836
142	2	1.69337387502213	0.306626124977868
143	2	1.74983658874739	0.250163411252605
144	1	1.70375863978993	-0.703758639789933
145	1	1.37171955266189	-0.371719552661892
146	2	1.55878830762311	0.44121169237689
147	2	1.51477319234613	0.485226807653873
148	2	1.68910356997078	0.310896430029219
149	1	1.58123120333444	-0.581231203334442
150	2	1.69349022205488	0.30650977794512
151	2	1.55181534890475	0.448184651095249
152	2	1.62963297069552	0.370367029304475
153	1	1.49481470923101	-0.494814709231007
154	1	1.36733290057779	-0.367332900577792
155	2	1.80781207445580	0.192187925544203
156	1	1.50191846797681	-0.501918467976814
157	2	1.85770895538373	0.142291044616267

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
10	0.351630915580457	0.703261831160915	0.648369084419543
11	0.667088203752405	0.665823592495191	0.332911796247595
12	0.588323414294063	0.823353171411874	0.411676585705937
13	0.573124331670336	0.853751336659328	0.426875668329664
14	0.490169402994510	0.980338805989021	0.509830597005489
15	0.475960665836679	0.951921331673357	0.524039334163321
16	0.539373722708847	0.921252554582305	0.460626277291153
17	0.649874798262385	0.70025040347523	0.350125201737615
18	0.66662688034639	0.66674623930722	0.33337311965361
19	0.59102810373895	0.8179437925221	0.40897189626105
20	0.66406633449884	0.67186733100232	0.33593366550116
21	0.624671051490684	0.750657897018633	0.375328948509316
22	0.653401586276698	0.693196827446604	0.346598413723302
23	0.583419337818924	0.833161324362152	0.416580662181076
24	0.560462030486562	0.879075939026876	0.439537969513438
25	0.569627452211614	0.86074509557677	0.430372547788385
26	0.596224663834491	0.807550672331017	0.403775336165509
27	0.553956290668399	0.892087418663203	0.446043709331601
28	0.500252078369269	0.999495843261462	0.499747921630731
29	0.671092649632264	0.657814700735473	0.328907350367736
30	0.66078941668471	0.678421166630581	0.339210583315290
31	0.62439427854767	0.751211442904661	0.375605721452330
32	0.642317758341667	0.715364483316666	0.357682241658333
33	0.610983120417559	0.778033759164883	0.389016879582441
34	0.561436549816651	0.877126900366698	0.438563450183349
35	0.581207957782957	0.837584084434086	0.418792042217043
36	0.627312656568812	0.745374686862376	0.372687343431188
37	0.594064735542047	0.811870528915907	0.405935264457953
38	0.64569447246298	0.70861105507404	0.35430552753702
39	0.659753597424577	0.680492805150846	0.340246402575423
40	0.620601627532865	0.75879674493427	0.379398372467135
41	0.597102592985815	0.80579481402837	0.402897407014185
42	0.552782313587032	0.894435372825936	0.447217686412968
43	0.514406597751034	0.971186804497932	0.485593402248966
44	0.464719465736288	0.929438931472576	0.535280534263712
45	0.451320640393705	0.90264128078741	0.548679359606295
46	0.43807337797666	0.87614675595332	0.56192662202334
47	0.408888222787713	0.817776445575425	0.591111777212287
48	0.3804051792315	0.760810358463	0.6195948207685
49	0.356450020193845	0.71290004038769	0.643549979806155
50	0.366161506386994	0.732323012773989	0.633838493613006
51	0.350111642436867	0.700223284873735	0.649888357563133
52	0.370255133425064	0.740510266850129	0.629744866574936
53	0.389681924342969	0.779363848685938	0.610318075657031
54	0.405932510737418	0.811865021474837	0.594067489262582
55	0.399486554624722	0.798973109249445	0.600513445375278
56	0.409840967365237	0.819681934730475	0.590159032634763
57	0.423164606736036	0.846329213472071	0.576835393263964
58	0.439024637296977	0.878049274593954	0.560975362703023
59	0.420866574884276	0.841733149768552	0.579133425115724
60	0.437164512593189	0.874329025186379	0.56283548740681
61	0.400938157026348	0.801876314052695	0.599061842973652
62	0.406292295805872	0.812584591611743	0.593707704194128
63	0.454179684248324	0.908359368496648	0.545820315751676
64	0.452301907667636	0.904603815335271	0.547698092332364
65	0.429561965242208	0.859123930484416	0.570438034757792
66	0.480352003255016	0.960704006510032	0.519647996744984
67	0.44833774947198	0.89667549894396	0.55166225052802
68	0.442410653429994	0.884821306859988	0.557589346570006
69	0.446573769445521	0.893147538891042	0.553426230554479
70	0.459852618056318	0.919705236112636	0.540147381943682
71	0.445874725611738	0.891749451223476	0.554125274388262
72	0.418252343058283	0.836504686116567	0.581747656941717
73	0.463601609539741	0.927203219079481	0.536398390460259
74	0.49430832809617	0.98861665619234	0.50569167190383
75	0.53450211036311	0.93099577927378	0.46549788963689
76	0.577248001425121	0.845503997149758	0.422751998574879
77	0.564725090505617	0.870549818988766	0.435274909494383
78	0.584443485420642	0.831113029158717	0.415556514579358
79	0.58998616340297	0.82002767319406	0.41001383659703
80	0.57331594909913	0.85336810180174	0.42668405090087
81	0.546529248727802	0.906941502544396	0.453470751272198
82	0.564933702748998	0.870132594502004	0.435066297251002
83	0.603980836510656	0.792038326978687	0.396019163489344
84	0.570531137478424	0.858937725043152	0.429468862521576
85	0.542543862703831	0.914912274592339	0.457456137296169
86	0.511360082875296	0.977279834249408	0.488639917124704
87	0.488476204930675	0.97695240986135	0.511523795069325
88	0.478670764306747	0.957341528613494	0.521329235693253
89	0.485377484539569	0.970754969079137	0.514622515460431
90	0.467575155728404	0.935150311456808	0.532424844271596
91	0.443210131088626	0.886420262177252	0.556789868911374
92	0.425528513053673	0.851057026107346	0.574471486946327
93	0.402200131839554	0.804400263679109	0.597799868160446
94	0.427101555396667	0.854203110793335	0.572898444603333
95	0.423192332361766	0.846384664723533	0.576807667638234
96	0.471205796825365	0.94241159365073	0.528794203174635
97	0.443214794061769	0.886429588123537	0.556785205938231
98	0.479809799006938	0.959619598013876	0.520190200993062
99	0.525931280861563	0.948137438276874	0.474068719138437
100	0.503057235843078	0.993885528313845	0.496942764156922
101	0.638761922302039	0.722476155395922	0.361238077697961
102	0.626901198755876	0.746197602488247	0.373098801244124
103	0.621092314518802	0.757815370962396	0.378907685481198
104	0.58990669697468	0.82018660605064	0.41009330302532
105	0.592191887011184	0.815616225977632	0.407808112988816
106	0.660480614378083	0.679038771243834	0.339519385621917
107	0.6984372869975	0.6031254260050	0.3015627130025
108	0.660408087222984	0.679183825554033	0.339591912777016
109	0.617722754673507	0.764554490652986	0.382277245326493
110	0.568900430015262	0.862199139969475	0.431099569984737
111	0.55840405935264	0.883191881294721	0.441595940647361
112	0.507800101637922	0.984399796724157	0.492199898362078
113	0.55418228271155	0.891635434576901	0.445817717288451
114	0.559116894600178	0.881766210799644	0.440883105399822
115	0.558770803369088	0.882458393261823	0.441229196630912
116	0.5092438033214	0.9815123933572	0.4907561966786
117	0.581698150882282	0.836603698235436	0.418301849117718
118	0.610462364402659	0.779075271194682	0.389537635597341
119	0.612692281411021	0.774615437177959	0.387307718588979
120	0.604053696123234	0.791892607753532	0.395946303876766
121	0.607267194059167	0.785465611881665	0.392732805940833
122	0.556321110631315	0.887357778737371	0.443678889368685
123	0.591889394545756	0.816221210908487	0.408110605454244
124	0.582806045495914	0.834387909008172	0.417193954504086
125	0.564027457552535	0.87194508489493	0.435972542447465
126	0.508785835610543	0.982428328778914	0.491214164389457
127	0.516053620152634	0.967892759694733	0.483946379847366
128	0.466354381297476	0.932708762594952	0.533645618702524
129	0.474338875747611	0.948677751495222	0.525661124252389
130	0.425293766667273	0.850587533334546	0.574706233332727
131	0.40364003044998	0.80728006089996	0.59635996955002
132	0.354728841514421	0.709457683028843	0.645271158485579
133	0.372532743193274	0.745065486386548	0.627467256806726
134	0.43601892592237	0.87203785184474	0.56398107407763
135	0.560192129589606	0.879615740820787	0.439807870410394
136	0.485706402485618	0.971412804971235	0.514293597514382
137	0.434456130519983	0.868912261039966	0.565543869480017
138	0.374705365801195	0.74941073160239	0.625294634198805
139	0.366304833189277	0.732609666378553	0.633695166810723
140	0.413124393395239	0.826248786790479	0.586875606604761
141	0.510637152257131	0.978725695485738	0.489362847742869
142	0.454502555567542	0.909005111135085	0.545497444432458
143	0.418284463878569	0.836568927757138	0.581715536121431
144	0.80604160814567	0.38791678370866	0.19395839185433
145	0.747359635401971	0.505280729196057	0.252640364598029
146	0.612691150831759	0.774617698336483	0.387308849168241
147	0.753980376230438	0.492039247539123	0.246019623769562

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	0	0	OK