```Mplus VERSION 8
MUTHEN & MUTHEN
04/10/2017   3:28 AM

INPUT INSTRUCTIONS

TITLE: this is an example of a 3PL item response theory (IRT) model
using priors for the guessing parameters
MONTECARLO:
NAMES = u1-u20;
NOBSERVATIONS = 5000;
NREPS = 1;
GENERATE = u1-u20(3pl);
CATEGORICAL = u1-u20(3pl);
SAVE = ex5.5part3.dat;
MODEL POPULATION:
f by u1-u20*1; f@1;
[u1\$1-u20\$1*0];
[u1\$2-u20\$2*1.386];
ANALYSIS:
ESTIMATOR = MLR;
MODEL:
f BY u1-u20*1; f@1;
[u1\$1-u20\$1*0];
[u1\$2-u20\$2*1.386] (a1-a20);
MODEL PRIORS:
a1-a20~N(1.386,1);
OUTPUT:
TECH8;

INPUT READING TERMINATED NORMALLY

this is an example of a 3PL item response theory (IRT) model
using priors for the guessing parameters

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        5000

Number of replications
Requested                                                    1
Completed                                                    1
Value of seed                                                    0

Number of dependent variables                                   20
Number of independent variables                                  0
Number of continuous latent variables                            1

Observed dependent variables

Binary and ordered categorical (ordinal)
U1          U2          U3          U4          U5          U6
U7          U8          U9          U10         U11         U12
U13         U14         U15         U16         U17         U18
U19         U20

Continuous latent variables
F

Estimator                                                      MLR
Information matrix                                        OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
Maximum number of iterations                                 100
Convergence criterion                                  0.100D-05
Optimization Specifications for the EM Algorithm
Maximum number of iterations                                 500
Convergence criteria
Loglikelihood change                                 0.100D-02
Relative loglikelihood change                        0.100D-05
Derivative                                           0.100D-02
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
Number of M step iterations                                    1
M step convergence criterion                           0.100D-02
Basis for M step termination                           ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
Number of M step iterations                                    1
M step convergence criterion                           0.100D-02
Basis for M step termination                           ITERATION
Maximum value for logit thresholds                            15
Minimum value for logit thresholds                           -15
Minimum expected cell size for chi-square              0.100D-01
Optimization algorithm                                         EMA
Integration Specifications
Type                                                    STANDARD
Number of integration points                                  15
Dimensions of numerical integration                            1
Cholesky                                                        ON

MODEL FIT INFORMATION

Number of Free Parameters                       60

Loglikelihood

H0 Value

Mean                            -64414.663
Std Dev                              0.000
Number of successful computations        1

Proportions                   Percentiles
Expected    Observed         Expected       Observed
0.990       0.000       -64414.663     -64414.663
0.980       0.000       -64414.663     -64414.663
0.950       0.000       -64414.663     -64414.663
0.900       0.000       -64414.663     -64414.663
0.800       0.000       -64414.663     -64414.663
0.700       0.000       -64414.663     -64414.663
0.500       0.000       -64414.663     -64414.663
0.300       0.000       -64414.663     -64414.663
0.200       0.000       -64414.663     -64414.663
0.100       0.000       -64414.663     -64414.663
0.050       0.000       -64414.663     -64414.663
0.020       0.000       -64414.663     -64414.663
0.010       0.000       -64414.663     -64414.663

Information Criteria

Akaike (AIC)

Mean                            128949.326
Std Dev                              0.000
Number of successful computations        1

Proportions                   Percentiles
Expected    Observed         Expected       Observed
0.990       0.000       128949.326     128949.326
0.980       0.000       128949.326     128949.326
0.950       0.000       128949.326     128949.326
0.900       0.000       128949.326     128949.326
0.800       0.000       128949.326     128949.326
0.700       0.000       128949.326     128949.326
0.500       0.000       128949.326     128949.326
0.300       0.000       128949.326     128949.326
0.200       0.000       128949.326     128949.326
0.100       0.000       128949.326     128949.326
0.050       0.000       128949.326     128949.326
0.020       0.000       128949.326     128949.326
0.010       0.000       128949.326     128949.326

Bayesian (BIC)

Mean                            129340.357
Std Dev                              0.000
Number of successful computations        1

Proportions                   Percentiles
Expected    Observed         Expected       Observed
0.990       0.000       129340.357     129340.357
0.980       0.000       129340.357     129340.357
0.950       0.000       129340.357     129340.357
0.900       0.000       129340.357     129340.357
0.800       0.000       129340.357     129340.357
0.700       0.000       129340.357     129340.357
0.500       0.000       129340.357     129340.357
0.300       0.000       129340.357     129340.357
0.200       0.000       129340.357     129340.357
0.100       0.000       129340.357     129340.357
0.050       0.000       129340.357     129340.357
0.020       0.000       129340.357     129340.357
0.010       0.000       129340.357     129340.357

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

Mean                            129149.698
Std Dev                              0.000
Number of successful computations        1

Proportions                   Percentiles
Expected    Observed         Expected       Observed
0.990       0.000       129149.698     129149.698
0.980       0.000       129149.698     129149.698
0.950       0.000       129149.698     129149.698
0.900       0.000       129149.698     129149.698
0.800       0.000       129149.698     129149.698
0.700       0.000       129149.698     129149.698
0.500       0.000       129149.698     129149.698
0.300       0.000       129149.698     129149.698
0.200       0.000       129149.698     129149.698
0.100       0.000       129149.698     129149.698
0.050       0.000       129149.698     129149.698
0.020       0.000       129149.698     129149.698
0.010       0.000       129149.698     129149.698

MODEL RESULTS

ESTIMATES              S. E.     M. S. E.  95%  % Sig
Population   Average   Std. Dev.   Average             Cover Coeff
F        BY
U1                  1.000     1.0626     0.0000     0.1607     0.0039 1.000 1.000
U2                  1.000     1.0710     0.0000     0.1389     0.0050 1.000 1.000
U3                  1.000     1.1900     0.0000     0.1741     0.0361 1.000 1.000
U4                  1.000     0.9506     0.0000     0.0634     0.0024 1.000 1.000
U5                  1.000     0.9986     0.0000     0.1562     0.0000 1.000 1.000
U6                  1.000     1.0657     0.0000     0.1513     0.0043 1.000 1.000
U7                  1.000     1.2103     0.0000     0.1688     0.0442 1.000 1.000
U8                  1.000     1.2371     0.0000     0.1647     0.0562 1.000 1.000
U9                  1.000     0.9302     0.0000     0.1201     0.0049 1.000 1.000
U10                 1.000     1.1256     0.0000     0.1533     0.0158 1.000 1.000
U11                 1.000     1.1450     0.0000     0.1706     0.0210 1.000 1.000
U12                 1.000     0.9369     0.0000     0.0732     0.0040 1.000 1.000
U13                 1.000     1.0168     0.0000     0.1497     0.0003 1.000 1.000
U14                 1.000     0.9440     0.0000     0.1358     0.0031 1.000 1.000
U15                 1.000     1.0894     0.0000     0.1594     0.0080 1.000 1.000
U16                 1.000     1.0405     0.0000     0.1618     0.0016 1.000 1.000
U17                 1.000     1.0834     0.0000     0.1633     0.0070 1.000 1.000
U18                 1.000     1.0778     0.0000     0.1572     0.0060 1.000 1.000
U19                 1.000     0.9976     0.0000     0.1090     0.0000 1.000 1.000
U20                 1.000     0.9875     0.0000     0.1022     0.0002 1.000 1.000

Thresholds
U1\$1                0.000     0.3630     0.0000     0.2562     0.1318 1.000 0.000
U1\$2                1.386     0.9556     0.0000     0.2993     0.1852 1.000 1.000
U2\$1                0.000     0.0391     0.0000     0.2209     0.0015 1.000 0.000
U2\$2                1.386     1.3061     0.0000     0.4062     0.0064 1.000 1.000
U3\$1                0.000     0.2759     0.0000     0.2509     0.0761 1.000 0.000
U3\$2                1.386     0.9314     0.0000     0.2917     0.2067 1.000 1.000
U4\$1                0.000    -0.2104     0.0000     0.0938     0.0443 0.000 1.000
U4\$2                1.386     2.0666     0.0000     0.3641     0.4633 1.000 1.000
U5\$1                0.000     0.1920     0.0000     0.2751     0.0369 1.000 0.000
U5\$2                1.386     1.1567     0.0000     0.4219     0.0526 1.000 1.000
U6\$1                0.000     0.1898     0.0000     0.2417     0.0360 1.000 0.000
U6\$2                1.386     1.0978     0.0000     0.3476     0.0830 1.000 1.000
U7\$1                0.000     0.3419     0.0000     0.2409     0.1169 1.000 0.000
U7\$2                1.386     0.8796     0.0000     0.2579     0.2565 0.000 1.000
U8\$1                0.000     0.2081     0.0000     0.2261     0.0433 1.000 0.000
U8\$2                1.386     1.1420     0.0000     0.3140     0.0595 1.000 1.000
U9\$1                0.000    -0.0421     0.0000     0.2266     0.0018 1.000 0.000
U9\$2                1.386     1.3886     0.0000     0.4845     0.0000 1.000 1.000
U10\$1               0.000     0.1154     0.0000     0.2322     0.0133 1.000 0.000
U10\$2               1.386     1.1304     0.0000     0.3511     0.0653 1.000 1.000
U11\$1               0.000     0.1666     0.0000     0.2627     0.0278 1.000 0.000
U11\$2               1.386     1.0573     0.0000     0.3629     0.1081 1.000 1.000
U12\$1               0.000    -0.1644     0.0000     0.1212     0.0270 1.000 0.000
U12\$2               1.386     1.8754     0.0000     0.4028     0.2395 1.000 1.000
U13\$1               0.000     0.0728     0.0000     0.2583     0.0053 1.000 0.000
U13\$2               1.386     1.2861     0.0000     0.4661     0.0100 1.000 1.000
U14\$1               0.000     0.0022     0.0000     0.2573     0.0000 1.000 0.000
U14\$2               1.386     1.3432     0.0000     0.5172     0.0018 1.000 1.000
U15\$1               0.000     0.1910     0.0000     0.2539     0.0365 1.000 0.000
U15\$2               1.386     1.0434     0.0000     0.3481     0.1174 1.000 1.000
U16\$1               0.000     0.0493     0.0000     0.2803     0.0024 1.000 0.000
U16\$2               1.386     1.2455     0.0000     0.4935     0.0197 1.000 1.000
U17\$1               0.000     0.2245     0.0000     0.2612     0.0504 1.000 0.000
U17\$2               1.386     1.0568     0.0000     0.3549     0.1084 1.000 1.000
U18\$1               0.000     0.1271     0.0000     0.2537     0.0162 1.000 0.000
U18\$2               1.386     1.2401     0.0000     0.4201     0.0213 1.000 1.000
U19\$1               0.000    -0.0628     0.0000     0.1895     0.0039 1.000 0.000
U19\$2               1.386     1.6031     0.0000     0.4754     0.0471 1.000 1.000
U20\$1               0.000    -0.1170     0.0000     0.1738     0.0137 1.000 0.000
U20\$2               1.386     1.6088     0.0000     0.4523     0.0496 1.000 1.000

Variances
F                   1.000     1.0000     0.0000     0.0000     0.0000 1.000 0.000

QUALITY OF NUMERICAL RESULTS

Average Condition Number for the Information Matrix      0.744E-03
(ratio of smallest to largest eigenvalue)

TECHNICAL 1 OUTPUT

PARAMETER SPECIFICATION

TAU
U1\$1          U1\$2          U2\$1          U2\$2          U3\$1
________      ________      ________      ________      ________
21            22            23            24            25

TAU
U3\$2          U4\$1          U4\$2          U5\$1          U5\$2
________      ________      ________      ________      ________
26            27            28            29            30

TAU
U6\$1          U6\$2          U7\$1          U7\$2          U8\$1
________      ________      ________      ________      ________
31            32            33            34            35

TAU
U8\$2          U9\$1          U9\$2          U10\$1         U10\$2
________      ________      ________      ________      ________
36            37            38            39            40

TAU
U11\$1         U11\$2         U12\$1         U12\$2         U13\$1
________      ________      ________      ________      ________
41            42            43            44            45

TAU
U13\$2         U14\$1         U14\$2         U15\$1         U15\$2
________      ________      ________      ________      ________
46            47            48            49            50

TAU
U16\$1         U16\$2         U17\$1         U17\$2         U18\$1
________      ________      ________      ________      ________
51            52            53            54            55

TAU
U18\$2         U19\$1         U19\$2         U20\$1         U20\$2
________      ________      ________      ________      ________
56            57            58            59            60

NU
U1            U2            U3            U4            U5
________      ________      ________      ________      ________
0             0             0             0             0

NU
U6            U7            U8            U9            U10
________      ________      ________      ________      ________
0             0             0             0             0

NU
U11           U12           U13           U14           U15
________      ________      ________      ________      ________
0             0             0             0             0

NU
U16           U17           U18           U19           U20
________      ________      ________      ________      ________
0             0             0             0             0

LAMBDA
F
________
U1                 1
U2                 2
U3                 3
U4                 4
U5                 5
U6                 6
U7                 7
U8                 8
U9                 9
U10               10
U11               11
U12               12
U13               13
U14               14
U15               15
U16               16
U17               17
U18               18
U19               19
U20               20

THETA
U1            U2            U3            U4            U5
________      ________      ________      ________      ________
U1                 0
U2                 0             0
U3                 0             0             0
U4                 0             0             0             0
U5                 0             0             0             0             0
U6                 0             0             0             0             0
U7                 0             0             0             0             0
U8                 0             0             0             0             0
U9                 0             0             0             0             0
U10                0             0             0             0             0
U11                0             0             0             0             0
U12                0             0             0             0             0
U13                0             0             0             0             0
U14                0             0             0             0             0
U15                0             0             0             0             0
U16                0             0             0             0             0
U17                0             0             0             0             0
U18                0             0             0             0             0
U19                0             0             0             0             0
U20                0             0             0             0             0

THETA
U6            U7            U8            U9            U10
________      ________      ________      ________      ________
U6                 0
U7                 0             0
U8                 0             0             0
U9                 0             0             0             0
U10                0             0             0             0             0
U11                0             0             0             0             0
U12                0             0             0             0             0
U13                0             0             0             0             0
U14                0             0             0             0             0
U15                0             0             0             0             0
U16                0             0             0             0             0
U17                0             0             0             0             0
U18                0             0             0             0             0
U19                0             0             0             0             0
U20                0             0             0             0             0

THETA
U11           U12           U13           U14           U15
________      ________      ________      ________      ________
U11                0
U12                0             0
U13                0             0             0
U14                0             0             0             0
U15                0             0             0             0             0
U16                0             0             0             0             0
U17                0             0             0             0             0
U18                0             0             0             0             0
U19                0             0             0             0             0
U20                0             0             0             0             0

THETA
U16           U17           U18           U19           U20
________      ________      ________      ________      ________
U16                0
U17                0             0
U18                0             0             0
U19                0             0             0             0
U20                0             0             0             0             0

ALPHA
F
________
0

BETA
F
________
F                  0

PSI
F
________
F                  0

STARTING VALUES

TAU
U1\$1          U1\$2          U2\$1          U2\$2          U3\$1
________      ________      ________      ________      ________
0.000         1.386         0.000         1.386         0.000

TAU
U3\$2          U4\$1          U4\$2          U5\$1          U5\$2
________      ________      ________      ________      ________
1.386         0.000         1.386         0.000         1.386

TAU
U6\$1          U6\$2          U7\$1          U7\$2          U8\$1
________      ________      ________      ________      ________
0.000         1.386         0.000         1.386         0.000

TAU
U8\$2          U9\$1          U9\$2          U10\$1         U10\$2
________      ________      ________      ________      ________
1.386         0.000         1.386         0.000         1.386

TAU
U11\$1         U11\$2         U12\$1         U12\$2         U13\$1
________      ________      ________      ________      ________
0.000         1.386         0.000         1.386         0.000

TAU
U13\$2         U14\$1         U14\$2         U15\$1         U15\$2
________      ________      ________      ________      ________
1.386         0.000         1.386         0.000         1.386

TAU
U16\$1         U16\$2         U17\$1         U17\$2         U18\$1
________      ________      ________      ________      ________
0.000         1.386         0.000         1.386         0.000

TAU
U18\$2         U19\$1         U19\$2         U20\$1         U20\$2
________      ________      ________      ________      ________
1.386         0.000         1.386         0.000         1.386

NU
U1            U2            U3            U4            U5
________      ________      ________      ________      ________
0.000         0.000         0.000         0.000         0.000

NU
U6            U7            U8            U9            U10
________      ________      ________      ________      ________
0.000         0.000         0.000         0.000         0.000

NU
U11           U12           U13           U14           U15
________      ________      ________      ________      ________
0.000         0.000         0.000         0.000         0.000

NU
U16           U17           U18           U19           U20
________      ________      ________      ________      ________
0.000         0.000         0.000         0.000         0.000

LAMBDA
F
________
U1             1.000
U2             1.000
U3             1.000
U4             1.000
U5             1.000
U6             1.000
U7             1.000
U8             1.000
U9             1.000
U10            1.000
U11            1.000
U12            1.000
U13            1.000
U14            1.000
U15            1.000
U16            1.000
U17            1.000
U18            1.000
U19            1.000
U20            1.000

THETA
U1            U2            U3            U4            U5
________      ________      ________      ________      ________
U1             1.000
U2             0.000         1.000
U3             0.000         0.000         1.000
U4             0.000         0.000         0.000         1.000
U5             0.000         0.000         0.000         0.000         1.000
U6             0.000         0.000         0.000         0.000         0.000
U7             0.000         0.000         0.000         0.000         0.000
U8             0.000         0.000         0.000         0.000         0.000
U9             0.000         0.000         0.000         0.000         0.000
U10            0.000         0.000         0.000         0.000         0.000
U11            0.000         0.000         0.000         0.000         0.000
U12            0.000         0.000         0.000         0.000         0.000
U13            0.000         0.000         0.000         0.000         0.000
U14            0.000         0.000         0.000         0.000         0.000
U15            0.000         0.000         0.000         0.000         0.000
U16            0.000         0.000         0.000         0.000         0.000
U17            0.000         0.000         0.000         0.000         0.000
U18            0.000         0.000         0.000         0.000         0.000
U19            0.000         0.000         0.000         0.000         0.000
U20            0.000         0.000         0.000         0.000         0.000

THETA
U6            U7            U8            U9            U10
________      ________      ________      ________      ________
U6             1.000
U7             0.000         1.000
U8             0.000         0.000         1.000
U9             0.000         0.000         0.000         1.000
U10            0.000         0.000         0.000         0.000         1.000
U11            0.000         0.000         0.000         0.000         0.000
U12            0.000         0.000         0.000         0.000         0.000
U13            0.000         0.000         0.000         0.000         0.000
U14            0.000         0.000         0.000         0.000         0.000
U15            0.000         0.000         0.000         0.000         0.000
U16            0.000         0.000         0.000         0.000         0.000
U17            0.000         0.000         0.000         0.000         0.000
U18            0.000         0.000         0.000         0.000         0.000
U19            0.000         0.000         0.000         0.000         0.000
U20            0.000         0.000         0.000         0.000         0.000

THETA
U11           U12           U13           U14           U15
________      ________      ________      ________      ________
U11            1.000
U12            0.000         1.000
U13            0.000         0.000         1.000
U14            0.000         0.000         0.000         1.000
U15            0.000         0.000         0.000         0.000         1.000
U16            0.000         0.000         0.000         0.000         0.000
U17            0.000         0.000         0.000         0.000         0.000
U18            0.000         0.000         0.000         0.000         0.000
U19            0.000         0.000         0.000         0.000         0.000
U20            0.000         0.000         0.000         0.000         0.000

THETA
U16           U17           U18           U19           U20
________      ________      ________      ________      ________
U16            1.000
U17            0.000         1.000
U18            0.000         0.000         1.000
U19            0.000         0.000         0.000         1.000
U20            0.000         0.000         0.000         0.000         1.000

ALPHA
F
________
0.000

BETA
F
________
F              0.000

PSI
F
________
F              1.000

POPULATION VALUES

TAU
U1\$1          U1\$2          U2\$1          U2\$2          U3\$1
________      ________      ________      ________      ________
0.000         1.386         0.000         1.386         0.000

TAU
U3\$2          U4\$1          U4\$2          U5\$1          U5\$2
________      ________      ________      ________      ________
1.386         0.000         1.386         0.000         1.386

TAU
U6\$1          U6\$2          U7\$1          U7\$2          U8\$1
________      ________      ________      ________      ________
0.000         1.386         0.000         1.386         0.000

TAU
U8\$2          U9\$1          U9\$2          U10\$1         U10\$2
________      ________      ________      ________      ________
1.386         0.000         1.386         0.000         1.386

TAU
U11\$1         U11\$2         U12\$1         U12\$2         U13\$1
________      ________      ________      ________      ________
0.000         1.386         0.000         1.386         0.000

TAU
U13\$2         U14\$1         U14\$2         U15\$1         U15\$2
________      ________      ________      ________      ________
1.386         0.000         1.386         0.000         1.386

TAU
U16\$1         U16\$2         U17\$1         U17\$2         U18\$1
________      ________      ________      ________      ________
0.000         1.386         0.000         1.386         0.000

TAU
U18\$2         U19\$1         U19\$2         U20\$1         U20\$2
________      ________      ________      ________      ________
1.386         0.000         1.386         0.000         1.386

NU
U1            U2            U3            U4            U5
________      ________      ________      ________      ________
0.000         0.000         0.000         0.000         0.000

NU
U6            U7            U8            U9            U10
________      ________      ________      ________      ________
0.000         0.000         0.000         0.000         0.000

NU
U11           U12           U13           U14           U15
________      ________      ________      ________      ________
0.000         0.000         0.000         0.000         0.000

NU
U16           U17           U18           U19           U20
________      ________      ________      ________      ________
0.000         0.000         0.000         0.000         0.000

LAMBDA
F
________
U1             1.000
U2             1.000
U3             1.000
U4             1.000
U5             1.000
U6             1.000
U7             1.000
U8             1.000
U9             1.000
U10            1.000
U11            1.000
U12            1.000
U13            1.000
U14            1.000
U15            1.000
U16            1.000
U17            1.000
U18            1.000
U19            1.000
U20            1.000

THETA
U1            U2            U3            U4            U5
________      ________      ________      ________      ________
U1             0.000
U2             0.000         0.000
U3             0.000         0.000         0.000
U4             0.000         0.000         0.000         0.000
U5             0.000         0.000         0.000         0.000         0.000
U6             0.000         0.000         0.000         0.000         0.000
U7             0.000         0.000         0.000         0.000         0.000
U8             0.000         0.000         0.000         0.000         0.000
U9             0.000         0.000         0.000         0.000         0.000
U10            0.000         0.000         0.000         0.000         0.000
U11            0.000         0.000         0.000         0.000         0.000
U12            0.000         0.000         0.000         0.000         0.000
U13            0.000         0.000         0.000         0.000         0.000
U14            0.000         0.000         0.000         0.000         0.000
U15            0.000         0.000         0.000         0.000         0.000
U16            0.000         0.000         0.000         0.000         0.000
U17            0.000         0.000         0.000         0.000         0.000
U18            0.000         0.000         0.000         0.000         0.000
U19            0.000         0.000         0.000         0.000         0.000
U20            0.000         0.000         0.000         0.000         0.000

THETA
U6            U7            U8            U9            U10
________      ________      ________      ________      ________
U6             0.000
U7             0.000         0.000
U8             0.000         0.000         0.000
U9             0.000         0.000         0.000         0.000
U10            0.000         0.000         0.000         0.000         0.000
U11            0.000         0.000         0.000         0.000         0.000
U12            0.000         0.000         0.000         0.000         0.000
U13            0.000         0.000         0.000         0.000         0.000
U14            0.000         0.000         0.000         0.000         0.000
U15            0.000         0.000         0.000         0.000         0.000
U16            0.000         0.000         0.000         0.000         0.000
U17            0.000         0.000         0.000         0.000         0.000
U18            0.000         0.000         0.000         0.000         0.000
U19            0.000         0.000         0.000         0.000         0.000
U20            0.000         0.000         0.000         0.000         0.000

THETA
U11           U12           U13           U14           U15
________      ________      ________      ________      ________
U11            0.000
U12            0.000         0.000
U13            0.000         0.000         0.000
U14            0.000         0.000         0.000         0.000
U15            0.000         0.000         0.000         0.000         0.000
U16            0.000         0.000         0.000         0.000         0.000
U17            0.000         0.000         0.000         0.000         0.000
U18            0.000         0.000         0.000         0.000         0.000
U19            0.000         0.000         0.000         0.000         0.000
U20            0.000         0.000         0.000         0.000         0.000

THETA
U16           U17           U18           U19           U20
________      ________      ________      ________      ________
U16            0.000
U17            0.000         0.000
U18            0.000         0.000         0.000
U19            0.000         0.000         0.000         0.000
U20            0.000         0.000         0.000         0.000         0.000

ALPHA
F
________
0.000

BETA
F
________
F              0.000

PSI
F
________
F              1.000

TECHNICAL 8 OUTPUT

TECHNICAL 8 OUTPUT FOR REPLICATION 1

E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
1 -0.64436487D+05    0.0000000    0.0000000  EM
2 -0.64417904D+05   18.5825703    0.0002884  EM
3 -0.64415768D+05    2.1357789    0.0000332  EM
4 -0.64415127D+05    0.6412028    0.0000100  EM
5 -0.64414872D+05    0.2554178    0.0000040  EM
6 -0.64414760D+05    0.1120772    0.0000017  EM
7 -0.64414709D+05    0.0508429    0.0000008  EM
8 -0.64414685D+05    0.0237295    0.0000004  EM
9 -0.64414674D+05    0.0114136    0.0000002  EM
10 -0.64414668D+05    0.0056451    0.0000001  EM
11 -0.64414665D+05    0.0028573    0.0000000  EM
12 -0.64414664D+05    0.0014728    0.0000000  EM
13 -0.64414663D+05    0.0007703    0.0000000  EM

SAVEDATA INFORMATION

Order of variables

U1
U2
U3
U4
U5
U6
U7
U8
U9
U10
U11
U12
U13
U14
U15
U16
U17
U18
U19
U20

Save file
ex5.5part3.dat

Save file format           Free
Save file record length    10000

Beginning Time:  03:28:44
Ending Time:  03:28:49
Elapsed Time:  00:00:05

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