```Mplus VERSION 8
MUTHEN & MUTHEN
04/10/2017   3:29 AM

INPUT INSTRUCTIONS

title:	this is an example of a growth model with
individually-varying times of observation
and random slopes for time-varying
covariates for a continuous outcome

montecarlo:
names = y1-y4 x a11-a14 a21-a24;
tscores = a11(0 0) a12(1 0.05) a13(2 0.05) a14(3 0.05);
nobs = 500;
nreps = 1;
save = ex6.12.dat;

analysis:
type = random;

model population:

[x@0 a21-a24@0]; x@1 a21-a24@1;
!uncorrelated by default

i s | y1-y4 AT a11-a14;

y1-y4*.5;

st | y1 on a21;
st | y2 on a22;
st | y3 on a23;
st | y4 on a24;

[i*.5 s*1];
i*1; s*.2;

[st*.5]; st*.4;

i on x*.7;
s on x*.3;
st on x*.2;

model:

i s | y1-y4 AT a11-a14;

y1-y4*.5;

st | y1 on a21;
st | y2 on a22;
st | y3 on a23;
st | y4 on a24;

[i*.5 s*1];
i*1; s*.2;

i with s*0; !!this should not be needed

[st*.5]; st*.4;

i on x*.7;
s on x*.3;
st on x*.2;

output:
tech8 tech9;

this is an example of a growth model with
individually-varying times of observation
and random slopes for time-varying
covariates for a continuous outcome

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                         500

Number of replications
Requested                                                    1
Completed                                                    1
Value of seed                                                    0

Number of dependent variables                                    4
Number of independent variables                                  5
Number of continuous latent variables                            3

Observed dependent variables

Continuous
Y1          Y2          Y3          Y4

Observed independent variables
X           A21         A22         A23         A24

Continuous latent variables
ST          I           S

Variables with special functions

Time scores
A11         A12         A13         A14

Estimator                                                      MLR
Information matrix                                        OBSERVED
Maximum number of iterations                                   100
Convergence criterion                                    0.100D-05
Maximum number of EM iterations                                500
Convergence criteria for the EM algorithm
Loglikelihood change                                   0.100D-02
Relative loglikelihood change                          0.100D-05
Derivative                                             0.100D-03
Minimum variance                                         0.100D-03
Maximum number of steepest descent iterations                   20
Optimization algorithm                                         EMA

SAMPLE STATISTICS FOR THE FIRST REPLICATION

ESTIMATED SAMPLE STATISTICS

Means
Y1            Y2            Y3            Y4            X
________      ________      ________      ________      ________
0.426         1.459         2.485         3.413        -0.029

Means
A21           A22           A23           A24
________      ________      ________      ________
-0.038         0.011         0.007        -0.059

Covariances
Y1            Y2            Y3            Y4            X
________      ________      ________      ________      ________
Y1             2.391
Y2             1.501         3.515
Y3             1.986         3.006         4.739
Y4             2.094         3.460         4.676         6.973
X              0.699         1.152         1.507         1.752         1.063
A21            0.460        -0.137        -0.092        -0.209        -0.019
A22           -0.161         0.459        -0.098        -0.096         0.025
A23            0.204         0.156         0.554         0.243         0.035
A24            0.067         0.125         0.148         0.550         0.045

Covariances
A21           A22           A23           A24
________      ________      ________      ________
A21            1.079
A22           -0.006         1.052
A23            0.063         0.040         0.943
A24           -0.006        -0.034         0.012         1.033

Correlations
Y1            Y2            Y3            Y4            X
________      ________      ________      ________      ________
Y1             1.000
Y2             0.518         1.000
Y3             0.590         0.737         1.000
Y4             0.513         0.699         0.813         1.000
X              0.439         0.596         0.671         0.643         1.000
A21            0.286        -0.071        -0.041        -0.076        -0.017
A22           -0.101         0.239        -0.044        -0.035         0.024
A23            0.136         0.086         0.262         0.095         0.035
A24            0.042         0.066         0.067         0.205         0.043

Correlations
A21           A22           A23           A24
________      ________      ________      ________
A21            1.000
A22           -0.005         1.000
A23            0.063         0.041         1.000
A24           -0.006        -0.032         0.012         1.000

MODEL FIT INFORMATION

Number of Free Parameters                       14

Loglikelihood

H0 Value

Mean                             -3166.918
Std Dev                              0.000
Number of successful computations        1

Proportions                   Percentiles
Expected    Observed         Expected       Observed
0.990       0.000        -3166.918      -3166.918
0.980       0.000        -3166.918      -3166.918
0.950       0.000        -3166.918      -3166.918
0.900       0.000        -3166.918      -3166.918
0.800       0.000        -3166.918      -3166.918
0.700       0.000        -3166.918      -3166.918
0.500       0.000        -3166.918      -3166.918
0.300       0.000        -3166.918      -3166.918
0.200       0.000        -3166.918      -3166.918
0.100       0.000        -3166.918      -3166.918
0.050       0.000        -3166.918      -3166.918
0.020       0.000        -3166.918      -3166.918
0.010       0.000        -3166.918      -3166.918

Information Criteria

Akaike (AIC)

Mean                              6361.835
Std Dev                              0.000
Number of successful computations        1

Proportions                   Percentiles
Expected    Observed         Expected       Observed
0.990       0.000         6361.835       6361.835
0.980       0.000         6361.835       6361.835
0.950       0.000         6361.835       6361.835
0.900       0.000         6361.835       6361.835
0.800       0.000         6361.835       6361.835
0.700       0.000         6361.835       6361.835
0.500       0.000         6361.835       6361.835
0.300       0.000         6361.835       6361.835
0.200       0.000         6361.835       6361.835
0.100       0.000         6361.835       6361.835
0.050       0.000         6361.835       6361.835
0.020       0.000         6361.835       6361.835
0.010       0.000         6361.835       6361.835

Bayesian (BIC)

Mean                              6420.840
Std Dev                              0.000
Number of successful computations        1

Proportions                   Percentiles
Expected    Observed         Expected       Observed
0.990       0.000         6420.840       6420.840
0.980       0.000         6420.840       6420.840
0.950       0.000         6420.840       6420.840
0.900       0.000         6420.840       6420.840
0.800       0.000         6420.840       6420.840
0.700       0.000         6420.840       6420.840
0.500       0.000         6420.840       6420.840
0.300       0.000         6420.840       6420.840
0.200       0.000         6420.840       6420.840
0.100       0.000         6420.840       6420.840
0.050       0.000         6420.840       6420.840
0.020       0.000         6420.840       6420.840
0.010       0.000         6420.840       6420.840

Sample-Size Adjusted BIC (n* = (n + 2) / 24)

Mean                              6376.403
Std Dev                              0.000
Number of successful computations        1

Proportions                   Percentiles
Expected    Observed         Expected       Observed
0.990       0.000         6376.403       6376.403
0.980       0.000         6376.403       6376.403
0.950       0.000         6376.403       6376.403
0.900       0.000         6376.403       6376.403
0.800       0.000         6376.403       6376.403
0.700       0.000         6376.403       6376.403
0.500       0.000         6376.403       6376.403
0.300       0.000         6376.403       6376.403
0.200       0.000         6376.403       6376.403
0.100       0.000         6376.403       6376.403
0.050       0.000         6376.403       6376.403
0.020       0.000         6376.403       6376.403
0.010       0.000         6376.403       6376.403

MODEL RESULTS

ESTIMATES              S. E.     M. S. E.  95%  % Sig
Population   Average   Std. Dev.   Average             Cover Coeff
I          ON
X                   0.700     0.6966     0.0000     0.0513     0.0000 1.000 1.000

S          ON
X                   0.300     0.3329     0.0000     0.0249     0.0011 1.000 1.000

ST         ON
X                   0.200     0.1561     0.0000     0.0354     0.0019 1.000 1.000

I        WITH
S                   0.000     0.0254     0.0000     0.0316     0.0006 1.000 0.000

Intercepts
Y1                  0.000     0.0000     0.0000     0.0000     0.0000 1.000 0.000
Y2                  0.000     0.0000     0.0000     0.0000     0.0000 1.000 0.000
Y3                  0.000     0.0000     0.0000     0.0000     0.0000 1.000 0.000
Y4                  0.000     0.0000     0.0000     0.0000     0.0000 1.000 0.000
ST                  0.500     0.4529     0.0000     0.0356     0.0022 1.000 1.000
I                   0.500     0.4631     0.0000     0.0512     0.0014 1.000 1.000
S                   1.000     1.0068     0.0000     0.0247     0.0000 1.000 1.000

Residual Variances
Y1                  0.500     0.4680     0.0000     0.0637     0.0010 1.000 1.000
Y2                  0.500     0.5010     0.0000     0.0578     0.0000 1.000 1.000
Y3                  0.500     0.4050     0.0000     0.0576     0.0090 1.000 1.000
Y4                  0.500     0.5564     0.0000     0.0921     0.0032 1.000 1.000
ST                  0.400     0.3659     0.0000     0.0407     0.0012 1.000 1.000
I                   1.000     0.8695     0.0000     0.0817     0.0170 1.000 1.000
S                   0.200     0.1747     0.0000     0.0199     0.0006 1.000 1.000

QUALITY OF NUMERICAL RESULTS

Average Condition Number for the Information Matrix      0.176E-01
(ratio of smallest to largest eigenvalue)

TECHNICAL 1 OUTPUT

PARAMETER SPECIFICATION

NU
Y1            Y2            Y3            Y4            X
________      ________      ________      ________      ________
0             0             0             0             0

NU
A21           A22           A23           A24
________      ________      ________      ________
0             0             0             0

LAMBDA
ST            I             S             Y1            Y2
________      ________      ________      ________      ________
Y1                 0             0             0             0             0
Y2                 0             0             0             0             0
Y3                 0             0             0             0             0
Y4                 0             0             0             0             0
X                  0             0             0             0             0
A21                0             0             0             0             0
A22                0             0             0             0             0
A23                0             0             0             0             0
A24                0             0             0             0             0

LAMBDA
Y3            Y4            X             A21           A22
________      ________      ________      ________      ________
Y1                 0             0             0             0             0
Y2                 0             0             0             0             0
Y3                 0             0             0             0             0
Y4                 0             0             0             0             0
X                  0             0             0             0             0
A21                0             0             0             0             0
A22                0             0             0             0             0
A23                0             0             0             0             0
A24                0             0             0             0             0

LAMBDA
A23           A24
________      ________
Y1                 0             0
Y2                 0             0
Y3                 0             0
Y4                 0             0
X                  0             0
A21                0             0
A22                0             0
A23                0             0
A24                0             0

THETA
Y1            Y2            Y3            Y4            X
________      ________      ________      ________      ________
Y1                 0
Y2                 0             0
Y3                 0             0             0
Y4                 0             0             0             0
X                  0             0             0             0             0
A21                0             0             0             0             0
A22                0             0             0             0             0
A23                0             0             0             0             0
A24                0             0             0             0             0

THETA
A21           A22           A23           A24
________      ________      ________      ________
A21                0
A22                0             0
A23                0             0             0
A24                0             0             0             0

ALPHA
ST            I             S             Y1            Y2
________      ________      ________      ________      ________
1             2             3             0             0

ALPHA
Y3            Y4            X             A21           A22
________      ________      ________      ________      ________
0             0             0             0             0

ALPHA
A23           A24
________      ________
0             0

BETA
ST            I             S             Y1            Y2
________      ________      ________      ________      ________
ST                 0             0             0             0             0
I                  0             0             0             0             0
S                  0             0             0             0             0
Y1                 0             0             0             0             0
Y2                 0             0             0             0             0
Y3                 0             0             0             0             0
Y4                 0             0             0             0             0
X                  0             0             0             0             0
A21                0             0             0             0             0
A22                0             0             0             0             0
A23                0             0             0             0             0
A24                0             0             0             0             0

BETA
Y3            Y4            X             A21           A22
________      ________      ________      ________      ________
ST                 0             0             4             0             0
I                  0             0             5             0             0
S                  0             0             6             0             0
Y1                 0             0             0             0             0
Y2                 0             0             0             0             0
Y3                 0             0             0             0             0
Y4                 0             0             0             0             0
X                  0             0             0             0             0
A21                0             0             0             0             0
A22                0             0             0             0             0
A23                0             0             0             0             0
A24                0             0             0             0             0

BETA
A23           A24
________      ________
ST                 0             0
I                  0             0
S                  0             0
Y1                 0             0
Y2                 0             0
Y3                 0             0
Y4                 0             0
X                  0             0
A21                0             0
A22                0             0
A23                0             0
A24                0             0

PSI
ST            I             S             Y1            Y2
________      ________      ________      ________      ________
ST                 7
I                  0             8
S                  0             9            10
Y1                 0             0             0            11
Y2                 0             0             0             0            12
Y3                 0             0             0             0             0
Y4                 0             0             0             0             0
X                  0             0             0             0             0
A21                0             0             0             0             0
A22                0             0             0             0             0
A23                0             0             0             0             0
A24                0             0             0             0             0

PSI
Y3            Y4            X             A21           A22
________      ________      ________      ________      ________
Y3                13
Y4                 0            14
X                  0             0             0
A21                0             0             0             0
A22                0             0             0             0             0
A23                0             0             0             0             0
A24                0             0             0             0             0

PSI
A23           A24
________      ________
A23                0
A24                0             0

STARTING VALUES

NU
Y1            Y2            Y3            Y4            X
________      ________      ________      ________      ________
0.000         0.000         0.000         0.000         0.000

NU
A21           A22           A23           A24
________      ________      ________      ________
0.000         0.000         0.000         0.000

LAMBDA
ST            I             S             Y1            Y2
________      ________      ________      ________      ________
Y1             0.000         0.000         0.000         1.000         0.000
Y2             0.000         0.000         0.000         0.000         1.000
Y3             0.000         0.000         0.000         0.000         0.000
Y4             0.000         0.000         0.000         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000
A21            0.000         0.000         0.000         0.000         0.000
A22            0.000         0.000         0.000         0.000         0.000
A23            0.000         0.000         0.000         0.000         0.000
A24            0.000         0.000         0.000         0.000         0.000

LAMBDA
Y3            Y4            X             A21           A22
________      ________      ________      ________      ________
Y1             0.000         0.000         0.000         0.000         0.000
Y2             0.000         0.000         0.000         0.000         0.000
Y3             1.000         0.000         0.000         0.000         0.000
Y4             0.000         1.000         0.000         0.000         0.000
X              0.000         0.000         1.000         0.000         0.000
A21            0.000         0.000         0.000         1.000         0.000
A22            0.000         0.000         0.000         0.000         1.000
A23            0.000         0.000         0.000         0.000         0.000
A24            0.000         0.000         0.000         0.000         0.000

LAMBDA
A23           A24
________      ________
Y1             0.000         0.000
Y2             0.000         0.000
Y3             0.000         0.000
Y4             0.000         0.000
X              0.000         0.000
A21            0.000         0.000
A22            0.000         0.000
A23            1.000         0.000
A24            0.000         1.000

THETA
Y1            Y2            Y3            Y4            X
________      ________      ________      ________      ________
Y1             0.000
Y2             0.000         0.000
Y3             0.000         0.000         0.000
Y4             0.000         0.000         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000
A21            0.000         0.000         0.000         0.000         0.000
A22            0.000         0.000         0.000         0.000         0.000
A23            0.000         0.000         0.000         0.000         0.000
A24            0.000         0.000         0.000         0.000         0.000

THETA
A21           A22           A23           A24
________      ________      ________      ________
A21            0.000
A22            0.000         0.000
A23            0.000         0.000         0.000
A24            0.000         0.000         0.000         0.000

ALPHA
ST            I             S             Y1            Y2
________      ________      ________      ________      ________
0.500         0.500         1.000         0.000         0.000

ALPHA
Y3            Y4            X             A21           A22
________      ________      ________      ________      ________
0.000         0.000         0.000         0.000         0.000

ALPHA
A23           A24
________      ________
0.000         0.000

BETA
ST            I             S             Y1            Y2
________      ________      ________      ________      ________
ST             0.000         0.000         0.000         0.000         0.000
I              0.000         0.000         0.000         0.000         0.000
S              0.000         0.000         0.000         0.000         0.000
Y1             0.000         0.000         0.000         0.000         0.000
Y2             0.000         0.000         0.000         0.000         0.000
Y3             0.000         0.000         0.000         0.000         0.000
Y4             0.000         0.000         0.000         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000
A21            0.000         0.000         0.000         0.000         0.000
A22            0.000         0.000         0.000         0.000         0.000
A23            0.000         0.000         0.000         0.000         0.000
A24            0.000         0.000         0.000         0.000         0.000

BETA
Y3            Y4            X             A21           A22
________      ________      ________      ________      ________
ST             0.000         0.000         0.200         0.000         0.000
I              0.000         0.000         0.700         0.000         0.000
S              0.000         0.000         0.300         0.000         0.000
Y1             0.000         0.000         0.000         0.000         0.000
Y2             0.000         0.000         0.000         0.000         0.000
Y3             0.000         0.000         0.000         0.000         0.000
Y4             0.000         0.000         0.000         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000
A21            0.000         0.000         0.000         0.000         0.000
A22            0.000         0.000         0.000         0.000         0.000
A23            0.000         0.000         0.000         0.000         0.000
A24            0.000         0.000         0.000         0.000         0.000

BETA
A23           A24
________      ________
ST             0.000         0.000
I              0.000         0.000
S              0.000         0.000
Y1             0.000         0.000
Y2             0.000         0.000
Y3             0.000         0.000
Y4             0.000         0.000
X              0.000         0.000
A21            0.000         0.000
A22            0.000         0.000
A23            0.000         0.000
A24            0.000         0.000

PSI
ST            I             S             Y1            Y2
________      ________      ________      ________      ________
ST             0.400
I              0.000         1.000
S              0.000         0.000         0.200
Y1             0.000         0.000         0.000         0.500
Y2             0.000         0.000         0.000         0.000         0.500
Y3             0.000         0.000         0.000         0.000         0.000
Y4             0.000         0.000         0.000         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000
A21            0.000         0.000         0.000         0.000         0.000
A22            0.000         0.000         0.000         0.000         0.000
A23            0.000         0.000         0.000         0.000         0.000
A24            0.000         0.000         0.000         0.000         0.000

PSI
Y3            Y4            X             A21           A22
________      ________      ________      ________      ________
Y3             0.500
Y4             0.000         0.500
X              0.000         0.000         0.500
A21            0.000         0.000         0.000         0.500
A22            0.000         0.000         0.000         0.000         0.500
A23            0.000         0.000         0.000         0.000         0.000
A24            0.000         0.000         0.000         0.000         0.000

PSI
A23           A24
________      ________
A23            0.500
A24            0.000         0.500

POPULATION VALUES

NU
Y1            Y2            Y3            Y4            X
________      ________      ________      ________      ________
0.000         0.000         0.000         0.000         0.000

NU
A21           A22           A23           A24
________      ________      ________      ________
0.000         0.000         0.000         0.000

LAMBDA
ST            I             S             Y1            Y2
________      ________      ________      ________      ________
Y1             0.000         0.000         0.000         1.000         0.000
Y2             0.000         0.000         0.000         0.000         1.000
Y3             0.000         0.000         0.000         0.000         0.000
Y4             0.000         0.000         0.000         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000
A21            0.000         0.000         0.000         0.000         0.000
A22            0.000         0.000         0.000         0.000         0.000
A23            0.000         0.000         0.000         0.000         0.000
A24            0.000         0.000         0.000         0.000         0.000

LAMBDA
Y3            Y4            X             A21           A22
________      ________      ________      ________      ________
Y1             0.000         0.000         0.000         0.000         0.000
Y2             0.000         0.000         0.000         0.000         0.000
Y3             1.000         0.000         0.000         0.000         0.000
Y4             0.000         1.000         0.000         0.000         0.000
X              0.000         0.000         1.000         0.000         0.000
A21            0.000         0.000         0.000         1.000         0.000
A22            0.000         0.000         0.000         0.000         1.000
A23            0.000         0.000         0.000         0.000         0.000
A24            0.000         0.000         0.000         0.000         0.000

LAMBDA
A23           A24
________      ________
Y1             0.000         0.000
Y2             0.000         0.000
Y3             0.000         0.000
Y4             0.000         0.000
X              0.000         0.000
A21            0.000         0.000
A22            0.000         0.000
A23            1.000         0.000
A24            0.000         1.000

THETA
Y1            Y2            Y3            Y4            X
________      ________      ________      ________      ________
Y1             0.000
Y2             0.000         0.000
Y3             0.000         0.000         0.000
Y4             0.000         0.000         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000
A21            0.000         0.000         0.000         0.000         0.000
A22            0.000         0.000         0.000         0.000         0.000
A23            0.000         0.000         0.000         0.000         0.000
A24            0.000         0.000         0.000         0.000         0.000

THETA
A21           A22           A23           A24
________      ________      ________      ________
A21            0.000
A22            0.000         0.000
A23            0.000         0.000         0.000
A24            0.000         0.000         0.000         0.000

ALPHA
ST            I             S             Y1            Y2
________      ________      ________      ________      ________
0.500         0.500         1.000         0.000         0.000

ALPHA
Y3            Y4            X             A21           A22
________      ________      ________      ________      ________
0.000         0.000         0.000         0.000         0.000

ALPHA
A23           A24
________      ________
0.000         0.000

BETA
ST            I             S             Y1            Y2
________      ________      ________      ________      ________
ST             0.000         0.000         0.000         0.000         0.000
I              0.000         0.000         0.000         0.000         0.000
S              0.000         0.000         0.000         0.000         0.000
Y1             0.000         0.000         0.000         0.000         0.000
Y2             0.000         0.000         0.000         0.000         0.000
Y3             0.000         0.000         0.000         0.000         0.000
Y4             0.000         0.000         0.000         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000
A21            0.000         0.000         0.000         0.000         0.000
A22            0.000         0.000         0.000         0.000         0.000
A23            0.000         0.000         0.000         0.000         0.000
A24            0.000         0.000         0.000         0.000         0.000

BETA
Y3            Y4            X             A21           A22
________      ________      ________      ________      ________
ST             0.000         0.000         0.200         0.000         0.000
I              0.000         0.000         0.700         0.000         0.000
S              0.000         0.000         0.300         0.000         0.000
Y1             0.000         0.000         0.000         0.000         0.000
Y2             0.000         0.000         0.000         0.000         0.000
Y3             0.000         0.000         0.000         0.000         0.000
Y4             0.000         0.000         0.000         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000
A21            0.000         0.000         0.000         0.000         0.000
A22            0.000         0.000         0.000         0.000         0.000
A23            0.000         0.000         0.000         0.000         0.000
A24            0.000         0.000         0.000         0.000         0.000

BETA
A23           A24
________      ________
ST             0.000         0.000
I              0.000         0.000
S              0.000         0.000
Y1             0.000         0.000
Y2             0.000         0.000
Y3             0.000         0.000
Y4             0.000         0.000
X              0.000         0.000
A21            0.000         0.000
A22            0.000         0.000
A23            0.000         0.000
A24            0.000         0.000

PSI
ST            I             S             Y1            Y2
________      ________      ________      ________      ________
ST             0.400
I              0.000         1.000
S              0.000         0.000         0.200
Y1             0.000         0.000         0.000         0.500
Y2             0.000         0.000         0.000         0.000         0.500
Y3             0.000         0.000         0.000         0.000         0.000
Y4             0.000         0.000         0.000         0.000         0.000
X              0.000         0.000         0.000         0.000         0.000
A21            0.000         0.000         0.000         0.000         0.000
A22            0.000         0.000         0.000         0.000         0.000
A23            0.000         0.000         0.000         0.000         0.000
A24            0.000         0.000         0.000         0.000         0.000

PSI
Y3            Y4            X             A21           A22
________      ________      ________      ________      ________
Y3             0.500
Y4             0.000         0.500
X              0.000         0.000         1.000
A21            0.000         0.000         0.000         1.000
A22            0.000         0.000         0.000         0.000         1.000
A23            0.000         0.000         0.000         0.000         0.000
A24            0.000         0.000         0.000         0.000         0.000

PSI
A23           A24
________      ________
A23            1.000
A24            0.000         1.000

TECHNICAL 8 OUTPUT

TECHNICAL 8 OUTPUT FOR REPLICATION 1

E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
1 -0.31738377D+04    0.0000000    0.0000000  EM
2 -0.31688196D+04    5.0180874    0.0015811  EM
3 -0.31677175D+04    1.1020609    0.0003478  EM
4 -0.31673652D+04    0.3523193    0.0001112  EM
5 -0.31672210D+04    0.1442076    0.0000455  EM
6 -0.31671459D+04    0.0751181    0.0000237  EM
7 -0.31670985D+04    0.0473672    0.0000150  EM
8 -0.31670647D+04    0.0338078    0.0000107  EM
9 -0.31670388D+04    0.0259206    0.0000082  EM
10 -0.31670181D+04    0.0206684    0.0000065  EM
11 -0.31670013D+04    0.0168302    0.0000053  EM
12 -0.31669874D+04    0.0138587    0.0000044  EM
13 -0.31669760D+04    0.0114804    0.0000036  EM
14 -0.31669664D+04    0.0095418    0.0000030  EM
15 -0.31669585D+04    0.0079460    0.0000025  EM
16 -0.31669519D+04    0.0066256    0.0000021  EM
17 -0.31669463D+04    0.0055297    0.0000017  EM
18 -0.31669417D+04    0.0046191    0.0000015  EM
19 -0.31669378D+04    0.0038610    0.0000012  EM
20 -0.31669346D+04    0.0032300    0.0000010  EM
21 -0.31669319D+04    0.0027034    0.0000009  EM
22 -0.31669296D+04    0.0022645    0.0000007  EM
23 -0.31669277D+04    0.0018981    0.0000006  EM
24 -0.31669262D+04    0.0015919    0.0000005  EM
25 -0.31669248D+04    0.0013359    0.0000004  EM
26 -0.31669237D+04    0.0011217    0.0000004  EM
27 -0.31669228D+04    0.0009422    0.0000003  EM
28 -0.31669220D+04    0.0007919    0.0000003  EM
29 -0.31669213D+04    0.0006658    0.0000002  EM
30 -0.31669207D+04    0.0005601    0.0000002  EM
31 -0.31669203D+04    0.0004713    0.0000001  EM
32 -0.31669199D+04    0.0003967    0.0000001  EM
33 -0.31669195D+04    0.0003341    0.0000001  EM
34 -0.31669193D+04    0.0002814    0.0000001  EM
35 -0.31669190D+04    0.0002370    0.0000001  EM
36 -0.31669188D+04    0.0001997    0.0000001  EM
37 -0.31669179D+04    0.0008849    0.0000003  FS
38 -0.31669178D+04    0.0001322    0.0000000  FS
39 -0.31669178D+04    0.0000385    0.0000000  FS
40 -0.31669177D+04    0.0000127    0.0000000  FS
41 -0.31669177D+04    0.0000043    0.0000000  FS

TECHNICAL 9 OUTPUT

Error messages for each replication (if any)

SAVEDATA INFORMATION

Order of variables

Y1
Y2
Y3
Y4
X
A21
A22
A23
A24
A11
A12
A13
A14

Save file
ex6.12.dat

Save file format           Free
Save file record length    10000

Beginning Time:  03:29:13
Ending Time:  03:29:14
Elapsed Time:  00:00:01

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