--------------------------------------------------------------------------------

            LCGM for monthly heavy drinking: 2 classes, linear model           1
                                                   07:44 Monday, August 21, 2017

                        Maximum Likelihood Estimates
                        Model: Logistic (LOGIT)

                                   Standard       T for H0:
 Group   Parameter    Estimate        Error     Parameter=0   Prob > |T|

 1       Intercept    -1.48868      0.20452          -7.279       0.0000
         Linear       -0.19671      0.07339          -2.680       0.0074

 2       Intercept     1.65026      0.17222           9.582       0.0000
         Linear        0.08644      0.07029           1.230       0.2188

         Group membership

 1       Constant     (0.00000)      .                 .           .

 2       Constant      0.36940      0.13179           2.803       0.0051
         NALTREXO     -0.51534      0.17768          -2.900       0.0037
         THERAPY      -0.33193      0.17635          -1.882       0.0599
         inter         0.45444      0.25045           1.814       0.0697

 BIC= -2532.57 (N=4712)  BIC= -2527.16 (N=1220)  AIC= -2506.74  L= -2498.74

--------------------------------------------------------------------------------

            LCGM for monthly heavy drinking: 3 classes, linear model           2
                                                   07:44 Monday, August 21, 2017

                        Maximum Likelihood Estimates
                        Model: Logistic (LOGIT)

                                   Standard       T for H0:
 Group   Parameter    Estimate        Error     Parameter=0   Prob > |T|

 1       Intercept    -7.91213     10.49188          -0.754       0.4508
         Linear        1.38043      2.55525           0.540       0.5891

 2       Intercept     0.93164      0.48901           1.905       0.0568
         Linear       -0.40575      0.13235          -3.066       0.0022

 3       Intercept    -0.07417      0.51708          -0.143       0.8859
         Linear        1.73867      0.44958           3.867       0.0001

         Group membership

 1       Constant     (0.00000)      .                 .           .

 2       Constant     -0.22296      0.23302          -0.957       0.3387
         NALTREXO      0.20022      0.24295           0.824       0.4099
         THERAPY       0.35881      0.23022           1.559       0.1192
         inter        -0.23399      0.25141          -0.931       0.3521

 3       Constant      0.41479      0.12176           3.407       0.0007
         NALTREXO     -0.54573      0.20030          -2.724       0.0065
         THERAPY      -0.28249      0.19053          -1.483       0.1382
         inter         0.41991      0.27554           1.524       0.1276

 BIC= -2511.01 (N=4712)  BIC= -2501.55 (N=1220)  AIC= -2465.81  L= -2451.81

--------------------------------------------------------------------------------

            LCGM for monthly heavy drinking: 4 classes, linear model           3
                                                   07:44 Monday, August 21, 2017

                        Maximum Likelihood Estimates
                        Model: Logistic (LOGIT)

                                   Standard       T for H0:
 Group   Parameter    Estimate        Error     Parameter=0   Prob > |T|

 1       Intercept    -1.82365      0.60684          -3.005       0.0027
         Linear       -0.51253      0.36759          -1.394       0.1633

 2       Intercept     2.29611      0.80709           2.845       0.0045
         Linear       -0.72510      0.25422          -2.852       0.0044

 3       Intercept    -4.07740      3.37737          -1.207       0.2274
         Linear        1.32194      1.16707           1.133       0.2574

 4       Intercept    -0.54108      0.83976          -0.644       0.5194
         Linear        2.27642      0.79397           2.867       0.0042

         Group membership

 1       Constant     (0.00000)      .                 .           .

 2       Constant     -0.63381      0.30583          -2.072       0.0383
         NALTREXO     -0.00391      0.29937          -0.013       0.9896
         THERAPY       0.10606      0.30245           0.351       0.7259
         inter         0.18969      0.40999           0.463       0.6436

 3       Constant     -1.27317      0.69939          -1.820       0.0688
         NALTREXO     -0.02092      0.44367          -0.047       0.9624
         THERAPY      -0.04676      0.44512          -0.105       0.9163
         inter        -0.68007      0.64758          -1.050       0.2937

 4       Constant      0.33415      0.16435           2.033       0.0421
         NALTREXO     -0.62970      0.21108          -2.983       0.0029
         THERAPY      -0.41376      0.20841          -1.985       0.0472
         inter         0.50130      0.30260           1.657       0.0977

 BIC= -2514.59 (N=4712)  BIC= -2501.08 (N=1220)  AIC= -2450.01  L= -2430.01

--------------------------------------------------------------------------------

          LCGM for monthly heavy drinking: 2 classes, quadratic model          4
                                                   07:44 Monday, August 21, 2017

                        Maximum Likelihood Estimates
                        Model: Logistic (LOGIT)

                                   Standard       T for H0:
 Group   Parameter    Estimate        Error     Parameter=0   Prob > |T|

 1       Intercept    -0.58111      0.35032          -1.659       0.0972
         Linear       -1.10046      0.35252          -3.122       0.0018
         Quadratic     0.18815      0.07086           2.655       0.0080

 2       Intercept    -0.39407      0.38713          -1.018       0.3088
         Linear        2.30608      0.41832           5.513       0.0000
         Quadratic    -0.44831      0.08208          -5.462       0.0000

         Group membership

 1       Constant     (0.00000)      .                 .           .

 2       Constant      0.32195      0.13080           2.461       0.0139
         NALTREXO     -0.51758      0.17640          -2.934       0.0034
         THERAPY      -0.32226      0.17529          -1.838       0.0661
         inter         0.46279      0.24901           1.859       0.0632

 BIC= -2519.98 (N=4712)  BIC= -2513.22 (N=1220)  AIC= -2487.69  L= -2477.69

--------------------------------------------------------------------------------

          LCGM for monthly heavy drinking: 3 classes, quadratic model          5
                                                   07:44 Monday, August 21, 2017

                        Maximum Likelihood Estimates
                        Model: Logistic (LOGIT)

                                   Standard       T for H0:
 Group   Parameter    Estimate        Error     Parameter=0   Prob > |T|

 1       Intercept    -0.23828      1.19581          -0.199       0.8421
         Linear       -2.69816      1.49947          -1.799       0.0720
         Quadratic     0.54940      0.29854           1.840       0.0658

 2       Intercept     0.06938      0.50277           0.138       0.8902
         Linear        0.71304      0.38617           1.846       0.0649
         Quadratic    -0.21369      0.07512          -2.845       0.0045

 3       Intercept    14.59335   6055.60442           0.002       0.9981
         Linear      -20.06879   9083.40667          -0.002       0.9982
         Quadratic     7.19444   3027.80236           0.002       0.9981

         Group membership

 1       Constant     (0.00000)      .                 .           .

 2       Constant     -0.50444      0.28353          -1.779       0.0753
         NALTREXO      0.11870      0.27928           0.425       0.6708
         THERAPY       0.26940      0.28430           0.948       0.3434
         inter        -0.05554      0.39436          -0.141       0.8880

 3       Constant      0.24927      0.15268           1.633       0.1026
         NALTREXO     -0.61200      0.20705          -2.956       0.0031
         THERAPY      -0.37457      0.20716          -1.808       0.0707
         inter         0.51722      0.29754           1.738       0.0822

 BIC= -2517.05 (N=4712)  BIC= -2505.56 (N=1220)  AIC= -2462.15  L= -2445.15

--------------------------------------------------------------------------------

          LCGM for monthly heavy drinking: 4 classes, quadratic model          6
                                                   07:44 Monday, August 21, 2017

                        Maximum Likelihood Estimates
                        Model: Logistic (LOGIT)

                                   Standard       T for H0:
 Group   Parameter    Estimate        Error     Parameter=0   Prob > |T|

 1       Intercept    -2.02483      1.36300          -1.486       0.1375
         Linear       -0.40462      1.62406          -0.249       0.8033
         Quadratic    -0.02214      0.39759          -0.056       0.9556

 2       Intercept     1.32536      1.97126           0.672       0.5014
         Linear       -3.55121      2.52145          -1.408       0.1591
         Quadratic     1.00862      0.63725           1.583       0.1135

 3       Intercept     0.26461      1.21388           0.218       0.8274
         Linear        0.99485      1.22993           0.809       0.4186
         Quadratic    -0.37876      0.28996          -1.306       0.1915

 4       Intercept    -1.36544      1.17473          -1.162       0.2452
         Linear        3.76259      1.41395           2.661       0.0078
         Quadratic    -0.67898      0.28228          -2.405       0.0162

         Group membership

 1       Constant     (0.00000)      .                 .           .

 2       Constant     -1.21168      0.32995          -3.672       0.0002
         NALTREXO     -0.11725      0.37422          -0.313       0.7540
         THERAPY      -0.26657      0.39813          -0.670       0.5032
         inter        -0.29737      0.58192          -0.511       0.6094

 3       Constant     -1.15743      0.42056          -2.752       0.0059
         NALTREXO      0.25143      0.43113           0.583       0.5598
         THERAPY       0.40532      0.44807           0.905       0.3657
         inter         0.00253      0.55782           0.005       0.9964

 4       Constant      0.44545      0.18642           2.390       0.0169
         NALTREXO     -0.57778      0.21304          -2.712       0.0067
         THERAPY      -0.35857      0.21777          -1.647       0.0997
         inter         0.49617      0.29395           1.688       0.0915

 BIC= -2526.02 (N=4712)  BIC= -2509.81 (N=1220)  AIC= -2448.53  L= -2424.53

--------------------------------------------------------------------------------

     Final model: LCGM for monthly heavy drinking: 4 classes, linear model     7
                                                   07:44 Monday, August 21, 2017

                        Maximum Likelihood Estimates
                        Model: Logistic (LOGIT)

                                   Standard       T for H0:
 Group   Parameter    Estimate        Error     Parameter=0   Prob > |T|

 1       Intercept    -1.82365      0.60684          -3.005       0.0027
         Linear       -0.51253      0.36759          -1.394       0.1633

 2       Intercept     2.29611      0.80709           2.845       0.0045
         Linear       -0.72510      0.25422          -2.852       0.0044

 3       Intercept    -4.07740      3.37737          -1.207       0.2274
         Linear        1.32194      1.16707           1.133       0.2574

 4       Intercept    -0.54108      0.83976          -0.644       0.5194
         Linear        2.27642      0.79397           2.867       0.0042

         Group membership

 1       Constant     (0.00000)      .                 .           .

 2       Constant     -0.63381      0.30583          -2.072       0.0383
         NALTREXO     -0.00391      0.29937          -0.013       0.9896
         THERAPY       0.10606      0.30245           0.351       0.7259
         inter         0.18969      0.40999           0.463       0.6436

 3       Constant     -1.27317      0.69939          -1.820       0.0688
         NALTREXO     -0.02092      0.44367          -0.047       0.9624
         THERAPY      -0.04676      0.44512          -0.105       0.9163
         inter        -0.68007      0.64758          -1.050       0.2937

 4       Constant      0.33415      0.16435           2.033       0.0421
         NALTREXO     -0.62970      0.21108          -2.983       0.0029
         THERAPY      -0.41376      0.20841          -1.985       0.0472
         inter         0.50130      0.30260           1.657       0.0977

 BIC= -2514.59 (N=4712)  BIC= -2501.08 (N=1220)  AIC= -2450.01  L= -2430.01
	
Note:	No intercept in model. R-Square is redefined.	

Analysis of Variance	
Source	DF	Sum of
Squares	Mean
Square	F Value	Pr > F	
Model	20	3687.72889	184.38644	49.68	<.0001	
Error	128	475.09150	3.71165			
Uncorrected Total	148	4162.82039				

Root MSE	1.92656	R-Square	0.8859	
Dependent Mean	-0.43595	Adj R-Sq	0.8680	
Coeff Var	-441.92801			

Parameter Estimates	
Variable	DF	Parameter
Estimate	Standard
Error	t Value	Pr > |t|	
CONST2	1	-0.63381	0.30585	-2.07	0.0402	
CONST3	1	-1.27317	0.69943	-1.82	0.0711	
CONST4	1	0.33415	0.16436	2.03	0.0441	
INTER2	1	0.18969	0.41002	0.46	0.6444	
INTER3	1	-0.68007	0.64762	-1.05	0.2956	
INTER4	1	0.50130	0.30262	1.66	0.1001	
INTERC1	1	-1.82365	0.60688	-3.00	0.0032	
INTERC2	1	2.29611	0.80714	2.84	0.0052	
INTERC3	1	-4.07740	3.37759	-1.21	0.2296	
INTERC4	1	-0.54108	0.83981	-0.64	0.5205	
LINEAR1	1	-0.51253	0.36761	-1.39	0.1657	
LINEAR2	1	-0.72510	0.25423	-2.85	0.0051	
LINEAR3	1	1.32194	1.16714	1.13	0.2595	
LINEAR4	1	2.27642	0.79402	2.87	0.0048	
NALTREXONE2	1	-0.00391	0.29939	-0.01	0.9896	
NALTREXONE3	1	-0.02092	0.44370	-0.05	0.9625	
NALTREXONE4	1	-0.62970	0.21109	-2.98	0.0034	
THERAPY2	1	0.10606	0.30247	0.35	0.7264	
THERAPY3	1	-0.04676	0.44515	-0.11	0.9165	
THERAPY4	1	-0.41376	0.20843	-1.99	0.0493	

Test 1 details	

L Ginv(X'X) L'   Lb-c	
0.1352950051	-0.095924301	-0.005575078	0.8697594007	
-0.095924301	0.1063320064	-0.009003697	-1.181370221	
-0.005575078	-0.009003697	0.0246728767	0.5013001977	

Inv(L Ginv(X'X) L')    Inv()(Lb-c)	
24.442178639	23.235425724	14.002087082	0.8284236547	
23.235425724	31.792623047	16.852126396	-8.901653854	
14.002087082	16.852126396	49.843971315	17.256639267	

Test 1 Results for Dependent Variable YY	
Source	DF	Mean
Square	F Value	Pr > F	
Numerator	3	6.62914	1.79	0.1531	
Denominator	128	3.71165			

DF	ChiValue	ProbChi	Requested_Test	
3	5.26936	0.15310	inter2=inter3=inter4=0	

Group	N Obs	Variable	Label	N	Mean	Std Dev	Minimum	Maximum	
1	485	GRP1PRB
GRP2PRB
GRP3PRB
GRP4PRB	Group 1 Probability
Group 2 Probability
Group 3 Probability
Group 4 Probability	485
485
485
485	0.8730056
0.0764169
0.0472865
0.0032910	0.1553714
0.1242885
0.0708079
0.0181148	0.4660021
0.0097657
0.0058155
8.256981E-10	0.9721844
0.4140078
0.3792812
0.1418850	
2	194	GRP1PRB
GRP2PRB
GRP3PRB
GRP4PRB	Group 1 Probability
Group 2 Probability
Group 3 Probability
Group 4 Probability	194
194
194
194	0.0318804
0.8866328
0.0459096
0.0355772	0.0555561
0.1433027
0.0702122
0.0980059	0.0011203
0.4869188
0.0011686
1.8482698E-6	0.4812601
0.9967990
0.3877909
0.4151225	
3	81	GRP1PRB
GRP2PRB
GRP3PRB
GRP4PRB	Group 1 Probability
Group 2 Probability
Group 3 Probability
Group 4 Probability	81
81
81
81	0.0996935
0.0913055
0.7948521
0.0141489	0.0899200
0.0851767
0.0939868
0.0171687	0.0067824
0.0421674
0.6015670
0.000034653	0.2650808
0.3606799
0.9078519
0.0467396	
4	460	GRP1PRB
GRP2PRB
GRP3PRB
GRP4PRB	Group 1 Probability
Group 2 Probability
Group 3 Probability
Group 4 Probability	460
460
460
460	0.0038462
0.0953826
0.0164082
0.8843629	0.0170791
0.0729315
0.0354250
0.0937029	2.694831E-6
0.0470955
0.000735444
0.4285865	0.1789073
0.4278323
0.1369230
0.9519433	

Variable	Label	N	Mean	Std Dev	Minimum	Maximum	
GRP1PRB
GRP2PRB
GRP3PRB
GRP4PRB	Group 1 Probability
Group 2 Probability
Group 3 Probability
Group 4 Probability	1220
1220
1220
1220	0.3601942
0.2133940
0.0850584
0.3413534	0.4300295
0.3125827
0.1997258
0.4286129	2.694831E-6
0.0097657
0.000735444
8.256981E-10	0.9721844
0.9967990
0.9078519
0.9519433	

Obs	MEASURE	LP	SE	OR	LL	UL	
1	lp_N_ME_21	0.09093	0.19970	1.09520	0.74046	1.61988	
2	lp_T_ME_21	0.20090	0.20868	1.22251	0.81212	1.84027	
3	lp_N_ME_31	-0.36096	0.36160	0.69701	0.34311	1.41592	
4	lp_T_ME_31	-0.38680	0.35325	0.67923	0.33988	1.35741	
5	lp_N_ME_41	-0.37905	0.14949	0.68451	0.51066	0.91755	
6	lp_T_ME_41	-0.16311	0.15011	0.84950	0.63297	1.14009	
7	lp_N_ME_32	-0.45189	0.38120	0.63642	0.30148	1.34347	
8	lp_T_ME_32	-0.58770	0.36167	0.55560	0.27346	1.12883	
9	lp_N_ME_42	-0.46998	0.20714	0.62501	0.41645	0.93802	
10	lp_T_ME_42	-0.36401	0.21859	0.69488	0.45273	1.06654	
11	lp_N_ME_43	-0.01809	0.35632	0.98207	0.48847	1.97448	
12	lp_T_ME_43	0.22369	0.35075	1.25068	0.62890	2.48719	

LP	
-0.735	-0.443	0.501	

COVS	
0.059504	0.0202084	-0.056897	
0.0202084	0.0464768	-0.046258	
-0.056897	-0.046258	0.1129691	

measure	LP	SE	OR	LL	UL	TS	TS_Chi	P	
lp_N_ME	-0.4845	0.1756385	0.6160051	0.4365941	0.8691422	-2.758507	7.6093619	0.0058066	
lp_T_ME	-0.1925	0.1687036	0.8248943	0.5926454	1.1481582	-1.141054	1.3020051	0.2538473	
lp_Inter	0.501	0.3361087	1.6503708	0.8540435	3.1892097	1.490589	2.2218556	0.1360694