Multiple Linear Regression - Estimated Regression Equation

Member[t] = + 1.04782670721478 + 0.0729570089347279Provison[t] + 0.0654005174473116Mother[t] + 0.00562364643803958Father[t] + 0.063112559403901Illness[t] -0.0432767813249698Tobacco[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)	1.04782670721478	0.223746	4.6831	6e-06	3e-06
Provison	0.0729570089347279	0.027802	2.6242	0.009578	0.004789
Mother	0.0654005174473116	0.053932	1.2127	0.227156	0.113578
Father	0.00562364643803958	0.049886	0.1127	0.910395	0.455197
Illness	0.063112559403901	0.11783	0.5356	0.593006	0.296503
Tobacco	-0.0432767813249698	0.04231	-1.0229	0.308012	0.154006

Multiple Linear Regression - Regression Statistics
Multiple R	0.256259646347524
R-squared	0.0656690063461582
Adjusted R-squared	0.0347308939735144
F-TEST (value)	2.12259253425637
F-TEST (DF numerator)	5
F-TEST (DF denominator)	151
p-value	0.0657160719619755
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	0.489914985929934
Sum Squared Residuals	36.2425207092478

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	2	1.57449585773801	0.42550414226199
2	1	1.31193163381913	-0.311931633819132
3	1	1.61832691419297	-0.618326914192972
4	1	1.67713309428253	-0.677133094282532
5	2	1.56887221130001	0.431127788699995
6	2	1.50347169385269	0.496528306147307
7	1	1.39848519646908	-0.398485196469075
8	2	1.63567557209257	0.364324427907431
9	1	1.57642870278742	-0.576428702787422
10	2	1.50347169385269	0.496528306147306
11	1	1.12509009546384	-0.125090095463842
12	2	1.50347169385269	0.496528306147306
13	1	1.55902776176918	-0.559027761769178
14	2	1.70722973768204	0.292770262317955
15	2	1.67713309428253	0.322866905717469
16	2	1.66160369551794	0.338396304482057
17	1	1.35000118449582	-0.350001184495821
18	1	1.57642870278742	-0.576428702787422
19	1	1.31428089465827	-0.314280894658268
20	2	1.48987514013748	0.510124859862518
21	2	1.5876759956635	0.412324004336499
22	1	1.50347169385269	-0.503471693852694
23	2	1.71285338412008	0.287146615879916
24	2	1.50487453719795	0.495125462802054
25	2	1.50819448895679	0.491805511043208
26	2	1.43051468491797	0.569485315082034
27	2	1.56658425325660	0.433415746743405
28	2	1.63954126219132	0.360458737808677
29	1	1.78158958996203	-0.781589589962025
30	1	1.43051468491797	-0.430514684917966
31	2	1.5876759956635	0.412324004336499
32	1	1.57642870278742	-0.576428702787422
33	2	1.51471898672877	0.485281013271227
34	2	1.70722973768204	0.292770262317955
35	2	1.43051468491797	0.569485315082034
36	1	1.57642870278742	-0.576428702787422
37	2	1.66063300459823	0.339366995401771
38	1	1.58011950417608	-0.580119504176085
39	1	1.5876759956635	-0.587675995663501
40	2	1.63954126219132	0.360458737808677
41	1	1.50777807316704	-0.507778073167037
42	2	1.72603352204554	0.273966477954459
43	2	1.64745286667277	0.352547133327227
44	1	1.22772733200833	-0.227727332008328
45	1	1.38723790359300	-0.387237903592996
46	2	1.53684272285112	0.463157277148885
47	2	1.57027505464526	0.429724945354742
48	1	1.35755767598324	-0.357557675983238
49	2	1.59099594742235	0.409004052577653
50	2	1.50347169385269	0.496528306147306
51	1	1.43613833135601	-0.436138331356005
52	1	1.50347169385269	-0.503471693852694
53	2	1.28266782199913	0.717332178000867
54	2	1.34771322645241	0.652286773547589
55	2	1.49960600375394	0.50039399624606
56	1	1.45826206747835	-0.458262067478347
57	1	1.49960600375394	-0.49960600375394
58	1	1.64938571172215	-0.64938571172215
59	1	1.28460066704851	-0.284600667048510
60	1	1.51803893848762	-0.518038938487619
61	1	1.28460066704851	-0.284600667048510
62	2	1.46019491252772	0.539805087472276
63	2	1.45222200525055	0.547777994749448
64	2	1.58205234922546	0.417947650774538
65	2	1.57642870278742	0.423571297212578
66	1	1.64745286667277	-0.647452866672773
67	2	1.67520024923315	0.324799750766846
68	2	1.48987514013748	0.510124859862518
69	1	1.5876759956635	-0.587675995663501
70	1	1.50153884880332	-0.501538848803317
71	1	1.50153884880332	-0.501538848803317
72	2	1.64552002162340	0.354479978376604
73	1	1.65307651311081	-0.653076513110813
74	1	1.57642870278742	-0.576428702787422
75	1	1.78581039305481	-0.785810393054812
76	1	1.65307651311081	-0.653076513110813
77	2	1.65078855506740	0.349211444932598
78	1	1.53877556790049	-0.538775567900492
79	2	1.42295819343055	0.577041806569451
80	2	1.58011950417608	0.419880495823915
81	2	1.65307651311081	0.346923486889187
82	2	1.50716249524136	0.492837504758643
83	1	1.64552002162340	-0.645520021623396
84	2	1.71285338412008	0.287146615879916
85	2	1.64745286667277	0.352547133327227
86	1	1.36880496885932	-0.368804968859317
87	2	1.60979973178584	0.390200268214157
88	2	1.50347169385269	0.496528306147306
89	1	1.57642870278742	-0.576428702787422
90	1	1.43051468491797	-0.430514684917966
91	2	1.71478622916946	0.285213770830539
92	2	1.57449585773805	0.425504142261955
93	2	1.60417608534780	0.395823914652197
94	1	1.64745286667277	-0.647452866672773
95	2	1.47996938781093	0.520030612189066
96	1	1.71249827112605	-0.712498271126051
97	2	1.65307651311081	0.346923486889187
98	1	1.64745286667277	-0.647452866672773
99	1	1.67520024923315	-0.675200249233154
100	2	1.57642870278742	0.423571297212578
101	2	1.19804710439857	0.80195289560143
102	1	1.43051468491797	-0.430514684917966
103	2	1.57256301268867	0.427436987311332
104	2	1.65307651311081	0.346923486889187
105	1	1.55896645897346	-0.558966458973456
106	1	1.70722973768204	-0.707229737682045
107	1	1.58205234922546	-0.582052349225461
108	1	1.34771322645241	-0.347713226452411
109	2	1.7204098756075	0.279590124392499
110	1	1.21726730455182	-0.217267304551821
111	1	1.43051468491797	-0.430514684917966
112	1	1.24501468711220	-0.245014687112202
113	1	1.60417608534780	-0.604176085347803
114	2	1.51762252269786	0.482377477302136
115	1	1.52324616913590	-0.523246169135903
116	2	1.7204098756075	0.279590124392499
117	1	1.5876759956635	-0.587675995663501
118	2	1.43051468491797	0.569485315082034
119	2	1.57256301268867	0.427436987311332
120	1	1.44659835881251	-0.446598358812513
121	1	1.69738528815122	-0.697385288151218
122	2	1.64938571172215	0.35061428827785
123	2	1.43051468491797	0.569485315082034
124	1	1.50153884880332	-0.501538848803317
125	2	1.56089930402283	0.439100695977166
126	2	1.78018674661677	0.219813253383227
127	2	1.50347169385269	0.496528306147306
128	2	1.71285338412008	0.287146615879916
129	1	1.58073508210176	-0.580735082101765
130	2	1.58864668658321	0.411353313416785
131	2	1.58011950417608	0.419880495823915
132	2	1.60610893039718	0.39389106960282
133	2	1.57256301268867	0.427436987311332
134	1	1.59855243890976	-0.598552438909764
135	1	1.71847703055812	-0.718477030558124
136	2	1.63385631295756	0.366143687042438
137	2	1.67520024923315	0.324799750766846
138	2	1.67520024923315	0.324799750766846
139	2	1.50909534029073	0.490904659709266
140	1	1.56887221130001	-0.568872211300005
141	2	1.46019491252772	0.539805087472276
142	2	1.65307651311081	0.346923486889187
143	2	1.72706551576098	0.272934484239024
144	1	1.68046878267716	-0.68046878267716
145	1	1.43613833135601	-0.436138331356005
146	2	1.64745286667277	0.352547133327227
147	2	1.60417608534780	0.395823914652197
148	2	1.64938571172215	0.35061428827785
149	1	1.53315192146245	-0.533151921462452
150	2	1.65500935816019	0.34499064183981
151	2	1.49925089075991	0.500749109240094
152	2	1.58205234922546	0.417947650774538
153	1	1.57256301268867	-0.572563012688668
154	1	1.43051468491797	-0.430514684917966
155	2	1.78018674661677	0.219813253383227
156	1	1.43613833135601	-0.436138331356005
157	2	1.84329930602067	0.156700693979326

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
9	0.259412884927412	0.518825769854825	0.740587115072588
10	0.204708323978147	0.409416647956294	0.795291676021853
11	0.525192110391727	0.949615779216545	0.474807889608273
12	0.477197214714661	0.954394429429322	0.522802785285339
13	0.471278075579662	0.942556151159323	0.528721924420338
14	0.383237304985793	0.766474609971586	0.616762695014207
15	0.387121238321916	0.774242476643833	0.612878761678084
16	0.436827899554817	0.873655799109634	0.563172100445183
17	0.555123002192842	0.889753995614316	0.444876997807158
18	0.580854972716702	0.838290054566596	0.419145027283298
19	0.505268920935858	0.989462158128285	0.494731079064142
20	0.622269849617579	0.755460300764842	0.377730150382421
21	0.574557316881648	0.850885366236704	0.425442683118352
22	0.584214403626372	0.831571192747257	0.415785596373628
23	0.513391637198033	0.973216725603933	0.486608362801967
24	0.513244357879264	0.973511284241472	0.486755642120736
25	0.513078670592997	0.973842658814006	0.486921329407003
26	0.52649363936254	0.94701272127492	0.47350636063746
27	0.484139746833141	0.968279493666281	0.515860253166859
28	0.428333188642814	0.856666377285628	0.571666811357186
29	0.606359056544349	0.787281886911303	0.393640943455651
30	0.60446569401692	0.79106861196616	0.39553430598308
31	0.574430171781297	0.851139656437405	0.425569828218703
32	0.611757616293592	0.776484767412816	0.388242383706408
33	0.590818050955562	0.818363898088877	0.409181949044438
34	0.546210476924343	0.907579046151314	0.453789523075657
35	0.548906995597458	0.902186008805084	0.451093004402542
36	0.5801481867163	0.8397036265674	0.4198518132837
37	0.537570941216598	0.924858117566804	0.462429058783402
38	0.583161950548487	0.833676098903025	0.416838049451513
39	0.610884610076304	0.778230779847391	0.389115389923696
40	0.574596940150516	0.850806119698969	0.425403059849484
41	0.562704427651694	0.874591144696612	0.437295572348306
42	0.521511585262234	0.956976829475533	0.478488414737766
43	0.488313902061253	0.976627804122506	0.511686097938747
44	0.441736354965111	0.883472709930223	0.558263645034889
45	0.417957294395924	0.835914588791848	0.582042705604076
46	0.412964344136113	0.825928688272225	0.587035655863887
47	0.389627879123596	0.779255758247192	0.610372120876404
48	0.370270705250082	0.740541410500164	0.629729294749918
49	0.352433399800832	0.704866799601665	0.647566600199168
50	0.348761564775214	0.697523129550428	0.651238435224786
51	0.34383744204846	0.68767488409692	0.65616255795154
52	0.350336978132839	0.700673956265677	0.649663021867162
53	0.383690505635622	0.767381011271244	0.616309494364378
54	0.415320676317815	0.83064135263563	0.584679323682185
55	0.397559015376125	0.79511803075225	0.602440984623875
56	0.397549939211765	0.79509987842353	0.602450060788235
57	0.42910090715181	0.85820181430362	0.57089909284819
58	0.464508782678718	0.929017565357435	0.535491217321282
59	0.435281636178109	0.870563272356217	0.564718363821891
60	0.441258710567239	0.882517421134479	0.558741289432761
61	0.410575357142546	0.821150714285093	0.589424642857454
62	0.430686751685757	0.861373503371515	0.569313248314243
63	0.461544984798125	0.92308996959625	0.538455015201875
64	0.445712694750968	0.891425389501937	0.554287305249032
65	0.431231097933932	0.862462195867864	0.568768902066068
66	0.469532278488121	0.939064556976242	0.530467721511879
67	0.441865625094852	0.883731250189703	0.558134374905148
68	0.447048119952799	0.894096239905597	0.552951880047201
69	0.468862960583624	0.937725921167248	0.531137039416376
70	0.469139469476604	0.938278938953209	0.530860530523396
71	0.468610986047083	0.937221972094166	0.531389013952917
72	0.446685759386498	0.893371518772995	0.553314240613502
73	0.480148288009208	0.960296576018416	0.519851711990792
74	0.498454721627956	0.996909443255911	0.501545278372044
75	0.567132897351489	0.865734205297021	0.432867102648511
76	0.598967317115361	0.802065365769277	0.401032682884639
77	0.589075576648332	0.821848846703335	0.410924423351668
78	0.598832550932068	0.802334898135863	0.401167449067932
79	0.618067718575799	0.763864562848403	0.381932281424201
80	0.608421039787913	0.783157920424174	0.391578960212087
81	0.58681561307732	0.82636877384536	0.41318438692268
82	0.59099987033135	0.8180002593373	0.40900012966865
83	0.619547479429909	0.760905041140183	0.380452520570091
84	0.590105817602381	0.819788364795238	0.409894182397619
85	0.567462422324838	0.865075155350323	0.432537577675162
86	0.543347970048933	0.913304059902134	0.456652029951067
87	0.525973109764832	0.948053780470337	0.474026890235168
88	0.525643712452877	0.948712575094246	0.474356287547123
89	0.546143386520018	0.907713226959964	0.453856613479982
90	0.535774501967153	0.928450996065695	0.464225498032847
91	0.501405556604364	0.997188886791272	0.498594443395636
92	0.489047074440137	0.978094148880275	0.510952925559863
93	0.469857710651145	0.93971542130229	0.530142289348855
94	0.506630345902429	0.986739308195143	0.493369654097571
95	0.509072777605944	0.981854444788113	0.490927222394056
96	0.546858639919343	0.906282720161314	0.453141360080657
97	0.521584776838825	0.956830446322351	0.478415223161175
98	0.561345075370678	0.877309849258643	0.438654924629322
99	0.60436989322756	0.79126021354488	0.39563010677244
100	0.586111836953429	0.827776326093143	0.413888163046571
101	0.696287614329966	0.607424771340068	0.303712385670034
102	0.681936771207728	0.636126457584544	0.318063228792272
103	0.673916624679119	0.652166750641763	0.326083375320881
104	0.64543361625481	0.709132767490379	0.354566383745190
105	0.65173903734203	0.696521925315939	0.348260962657970
106	0.724690200513603	0.550619598972794	0.275309799486397
107	0.755380027256592	0.489239945486815	0.244619972743408
108	0.725579081510449	0.548841836979102	0.274420918489551
109	0.688121595039745	0.623756809920509	0.311878404960254
110	0.644399834657539	0.711200330684923	0.355600165342461
111	0.635255273357683	0.729489453284633	0.364744726642317
112	0.589154340093502	0.821691319812996	0.410845659906498
113	0.633596258547969	0.732807482904063	0.366403741452031
114	0.636787446984013	0.726425106031973	0.363212553015987
115	0.636147791820344	0.727704416359313	0.363852208179656
116	0.590086272220564	0.819827455558871	0.409913727779436
117	0.655362719065248	0.689274561869503	0.344637280934752
118	0.677724001606667	0.644551996786666	0.322275998393333
119	0.667599015819533	0.664801968360935	0.332400984180467
120	0.66948033689992	0.661039326200161	0.330519663100081
121	0.677861338354092	0.644277323291815	0.322138661645908
122	0.631930790773522	0.736138418452957	0.368069209226478
123	0.664412186339045	0.67117562732191	0.335587813660955
124	0.657088963295667	0.685822073408666	0.342911036704333
125	0.633315438319995	0.73336912336001	0.366684561680005
126	0.576296870964927	0.847406258070147	0.423703129035073
127	0.575471848680909	0.849056302638182	0.424528151319091
128	0.519837739591899	0.960324520816202	0.480162260408101
129	0.543642606529941	0.912714786940118	0.456357393470059
130	0.495766076018386	0.991532152036771	0.504233923981614
131	0.47164660296408	0.94329320592816	0.52835339703592
132	0.422887557619965	0.84577511523993	0.577112442380035
133	0.442854911645646	0.885709823291293	0.557145088354354
134	0.510490987125635	0.97901802574873	0.489509012874365
135	0.618905414544388	0.762189170911225	0.381094585455612
136	0.551668256341769	0.896663487316462	0.448331743658231
137	0.490024382512277	0.980048765024554	0.509975617487723
138	0.448030038720837	0.896060077441675	0.551969961279163
139	0.452139455560086	0.904278911120171	0.547860544439914
140	0.4996347288623	0.9992694577246	0.5003652711377
141	0.608770395001238	0.782459209997525	0.391229604998762
142	0.554940671241365	0.89011865751727	0.445059328758635
143	0.515761486521094	0.968477026957811	0.484238513478906
144	0.851610237853437	0.296779524293125	0.148389762146562
145	0.781267291470078	0.437465417059845	0.218732708529922
146	0.699738864973273	0.600522270053454	0.300261135026727
147	0.866363200846664	0.267273598306673	0.133636799153336
148	0.736388356069854	0.527223287860291	0.263611643930146

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