Mplus VERSION 8.8
MUTHEN & MUTHEN
04/19/2022  11:12 PM

INPUT INSTRUCTIONS

  TITLE:	this is an example of a mixture regression analysis
  for a continuous dependent variable
  using automatic starting values with random starts
  DATA:	FILE IS ex7.1.dat;
  VARIABLE:	NAMES ARE y x1 x2;
  	CLASSES = c (2);
  ANALYSIS:	TYPE = MIXTURE;
  MODEL:	
  	%OVERALL%
  	y ON x1 x2;
  	c ON x1;
  	%c#2%
  	y ON x2;
  	y;
  OUTPUT:	TECH1 TECH8;




INPUT READING TERMINATED NORMALLY



this is an example of a mixture regression analysis
for a continuous dependent variable
using automatic starting values with random starts

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                         500

Number of dependent variables                                    1
Number of independent variables                                  2
Number of continuous latent variables                            0
Number of categorical latent variables                           1

Observed dependent variables

  Continuous
   Y

Observed independent variables
   X1          X2

Categorical latent variables
   C


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-06
    Relative loglikelihood change                        0.100D-06
    Derivative                                           0.100D-05
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-05
  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-05
  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
Random Starts Specifications
  Number of initial stage random starts                         20
  Number of final stage optimizations                            4
  Number of initial stage iterations                            10
  Initial stage convergence criterion                    0.100D+01
  Random starts scale                                    0.500D+01
  Random seed for generating random starts                       0

Input data file(s)
  ex7.1.dat
Input data format  FREE



UNIVARIATE SAMPLE STATISTICS


     UNIVARIATE HIGHER-ORDER MOMENT DESCRIPTIVE STATISTICS

         Variable/         Mean/     Skewness/   Minimum/ % with                Percentiles
        Sample Size      Variance    Kurtosis    Maximum  Min/Max      20%/60%    40%/80%    Median

     Y                     1.310       0.247      -7.531    0.20%      -1.509      0.537      1.148
             500.000       9.259      -0.058      10.600    0.20%       1.817      3.886
     X1                   -0.061      -0.047      -2.629    0.20%      -0.964     -0.303     -0.047
             500.000       1.039      -0.378       2.914    0.20%       0.239      0.828
     X2                   -0.006       0.066      -3.511    0.20%      -0.825     -0.314     -0.010
             500.000       0.983       0.097       3.571    0.20%       0.275      0.852

RANDOM STARTS RESULTS RANKED FROM THE BEST TO THE WORST LOGLIKELIHOOD VALUES

Final stage loglikelihood values at local maxima, seeds, and initial stage start numbers:

            -836.899  637345           19
            -836.899  903420           5
            -836.899  unperturbed      0
            -836.899  27071            15



THE BEST LOGLIKELIHOOD VALUE HAS BEEN REPLICATED.  RERUN WITH AT LEAST TWICE THE
RANDOM STARTS TO CHECK THAT THE BEST LOGLIKELIHOOD IS STILL OBTAINED AND REPLICATED.


THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                        9

Loglikelihood

          H0 Value                        -836.899
          H0 Scaling Correction Factor      0.9356
            for MLR

Information Criteria

          Akaike (AIC)                    1691.797
          Bayesian (BIC)                  1729.729
          Sample-Size Adjusted BIC        1701.162
            (n* = (n + 2) / 24)



FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THE ESTIMATED MODEL

    Latent
   Classes

       1        275.54444          0.55109
       2        224.45556          0.44891


FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON ESTIMATED POSTERIOR PROBABILITIES

    Latent
   Classes

       1        275.54425          0.55109
       2        224.45575          0.44891


FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP

Class Counts and Proportions

    Latent
   Classes

       1              270          0.54000
       2              230          0.46000


CLASSIFICATION QUALITY

     Entropy                         0.389


Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)

           1        2

    1   0.816    0.184
    2   0.240    0.760


Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)

           1        2

    1   0.800    0.200
    2   0.221    0.779


Logits for the Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)

              1        2

    1      1.384    0.000
    2     -1.259    0.000


MODEL RESULTS

                                                    Two-Tailed
                    Estimate       S.E.  Est./S.E.    P-Value

Latent Class 1

 Y          ON
    X1                 1.999      0.063     31.575      0.000
    X2                 2.059      0.108     19.116      0.000

 Intercepts
    Y                  1.967      0.125     15.701      0.000

 Residual Variances
    Y                  1.964      0.173     11.358      0.000

Latent Class 2

 Y          ON
    X1                 1.999      0.063     31.575      0.000
    X2                 0.971      0.076     12.815      0.000

 Intercepts
    Y                  0.862      0.102      8.468      0.000

 Residual Variances
    Y                  0.652      0.078      8.322      0.000

Categorical Latent Variables

 C#1        ON
    X1                 1.009      0.257      3.923      0.000

 Intercepts
    C#1                0.309      0.262      1.183      0.237


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.164E-01
       (ratio of smallest to largest eigenvalue)


LOGISTIC REGRESSION ODDS RATIO RESULTS

                                                95% C.I.
                    Estimate       S.E.  Lower 2.5% Upper 2.5%

Categorical Latent Variables

 C#1      ON
    X1                 2.744      0.706      1.657      4.543


ALTERNATIVE PARAMETERIZATIONS FOR THE CATEGORICAL LATENT VARIABLE REGRESSION

                                                    Two-Tailed
                    Estimate       S.E.  Est./S.E.    P-Value

Parameterization using Reference Class 1

 C#2      ON
    X1                -1.009      0.257     -3.923      0.000

 Intercepts
    C#2               -0.309      0.262     -1.183      0.237


ODDS RATIO FOR THE ALTERNATIVE PARAMETERIZATIONS FOR THE CATEGORICAL LATENT VARIABLE REGRESSION

                                                95% C.I.
                    Estimate       S.E.  Lower 2.5% Upper 2.5%

Parameterization using Reference Class 1

 C#2      ON
    X1                 0.364      0.094      0.220      0.604


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR LATENT CLASS 1


           NU
              Y             X1            X2
              ________      ________      ________
                    0             0             0


           LAMBDA
              Y             X1            X2
              ________      ________      ________
 Y                  0             0             0
 X1                 0             0             0
 X2                 0             0             0


           THETA
              Y             X1            X2
              ________      ________      ________
 Y                  0
 X1                 0             0
 X2                 0             0             0


           ALPHA
              Y             X1            X2
              ________      ________      ________
                    1             0             0


           BETA
              Y             X1            X2
              ________      ________      ________
 Y                  0             2             3
 X1                 0             0             0
 X2                 0             0             0


           PSI
              Y             X1            X2
              ________      ________      ________
 Y                  4
 X1                 0             0
 X2                 0             0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS 2


           NU
              Y             X1            X2
              ________      ________      ________
                    0             0             0


           LAMBDA
              Y             X1            X2
              ________      ________      ________
 Y                  0             0             0
 X1                 0             0             0
 X2                 0             0             0


           THETA
              Y             X1            X2
              ________      ________      ________
 Y                  0
 X1                 0             0
 X2                 0             0             0


           ALPHA
              Y             X1            X2
              ________      ________      ________
                    5             0             0


           BETA
              Y             X1            X2
              ________      ________      ________
 Y                  0             2             6
 X1                 0             0             0
 X2                 0             0             0


           PSI
              Y             X1            X2
              ________      ________      ________
 Y                  7
 X1                 0             0
 X2                 0             0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C#1           C#2
              ________      ________
                    8             0


           GAMMA(C)
              X1            X2
              ________      ________
 C#1                9             0
 C#2                0             0


     STARTING VALUES FOR LATENT CLASS 1


           NU
              Y             X1            X2
              ________      ________      ________
                0.000         0.000         0.000


           LAMBDA
              Y             X1            X2
              ________      ________      ________
 Y              1.000         0.000         0.000
 X1             0.000         1.000         0.000
 X2             0.000         0.000         1.000


           THETA
              Y             X1            X2
              ________      ________      ________
 Y              0.000
 X1             0.000         0.000
 X2             0.000         0.000         0.000


           ALPHA
              Y             X1            X2
              ________      ________      ________
               -1.733         0.000         0.000


           BETA
              Y             X1            X2
              ________      ________      ________
 Y              0.000         0.000         0.000
 X1             0.000         0.000         0.000
 X2             0.000         0.000         0.000


           PSI
              Y             X1            X2
              ________      ________      ________
 Y              4.630
 X1             0.000         0.520
 X2             0.000         0.000         0.492


     STARTING VALUES FOR LATENT CLASS 2


           NU
              Y             X1            X2
              ________      ________      ________
                0.000         0.000         0.000


           LAMBDA
              Y             X1            X2
              ________      ________      ________
 Y              1.000         0.000         0.000
 X1             0.000         1.000         0.000
 X2             0.000         0.000         1.000


           THETA
              Y             X1            X2
              ________      ________      ________
 Y              0.000
 X1             0.000         0.000
 X2             0.000         0.000         0.000


           ALPHA
              Y             X1            X2
              ________      ________      ________
                4.353         0.000         0.000


           BETA
              Y             X1            X2
              ________      ________      ________
 Y              0.000         0.000         0.000
 X1             0.000         0.000         0.000
 X2             0.000         0.000         0.000


           PSI
              Y             X1            X2
              ________      ________      ________
 Y              4.630
 X1             0.000         0.520
 X2             0.000         0.000         0.492


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C#1           C#2
              ________      ________
                0.000         0.000


           GAMMA(C)
              X1            X2
              ________      ________
 C#1            0.000         0.000
 C#2            0.000         0.000


TECHNICAL 8 OUTPUT


  INITIAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.13165132D+04    0.0000000    0.0000000  EM
              2 -0.86275396D+03  453.7592634    0.3446675  EM
              3 -0.84520123D+03   17.5527263    0.0203450  EM
              4 -0.84133897D+03    3.8622593    0.0045696  EM
              5 -0.83956690D+03    1.7720660    0.0021062  EM
              6 -0.83854188D+03    1.0250218    0.0012209  EM
              7 -0.83792005D+03    0.6218354    0.0007416  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.20625608D+04    0.0000000    0.0000000  EM
              2 -0.86609069D+03 1196.4701340    0.5800896  EM
              3 -0.86130681D+03    4.7838805    0.0055235  EM
              4 -0.85867944D+03    2.6273703    0.0030504  EM
              5 -0.85698971D+03    1.6897323    0.0019678  EM
              6 -0.85553043D+03    1.4592793    0.0017028  EM
              7 -0.85411570D+03    1.4147213    0.0016536  EM
              8 -0.85272284D+03    1.3928624    0.0016308  EM
              9 -0.85136048D+03    1.3623671    0.0015977  EM
             10 -0.85003990D+03    1.3205743    0.0015511  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.48244014D+04    0.0000000    0.0000000  EM
              2 -0.87367590D+03 3950.7255053    0.8189048  EM
              3 -0.86686667D+03    6.8092291    0.0077938  EM
              4 -0.86274501D+03    4.1216620    0.0047547  EM
              5 -0.85879026D+03    3.9547483    0.0045839  EM
              6 -0.85545827D+03    3.3319841    0.0038799  EM
              7 -0.85279694D+03    2.6613338    0.0031110  EM
              8 -0.85063869D+03    2.1582538    0.0025308  EM
              9 -0.84879854D+03    1.8401443    0.0021633  EM
             10 -0.84715277D+03    1.6457667    0.0019389  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.34522757D+04    0.0000000    0.0000000  EM
              2 -0.87304296D+03 2579.2326958    0.7471109  EM
              3 -0.86912674D+03    3.9162236    0.0044857  EM
              4 -0.86874919D+03    0.3775519    0.0004344  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.21436597D+04    0.0000000    0.0000000  EM
              2 -0.87202173D+03 1271.6379600    0.5932089  EM
              3 -0.86876891D+03    3.2528261    0.0037302  EM
              4 -0.86682934D+03    1.9395623    0.0022325  EM
              5 -0.86459882D+03    2.2305230    0.0025732  EM
              6 -0.86183951D+03    2.7593129    0.0031914  EM
              7 -0.85848108D+03    3.3584260    0.0038968  EM
              8 -0.85470635D+03    3.7747300    0.0043970  EM
              9 -0.85093939D+03    3.7669667    0.0044073  EM
             10 -0.84760446D+03    3.3349247    0.0039191  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.19182573D+04    0.0000000    0.0000000  EM
              2 -0.86573918D+03 1052.5181271    0.5486845  EM
              3 -0.85607255D+03    9.6666232    0.0111657  EM
              4 -0.85004578D+03    6.0267705    0.0070400  EM
              5 -0.84629507D+03    3.7507179    0.0044124  EM
              6 -0.84368277D+03    2.6122990    0.0030867  EM
              7 -0.84170003D+03    1.9827314    0.0023501  EM
              8 -0.84021575D+03    1.4842817    0.0017634  EM
              9 -0.83915847D+03    1.0572810    0.0012583  EM
             10 -0.83843587D+03    0.7225987    0.0008611  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.40715768D+04    0.0000000    0.0000000  EM
              2 -0.86598565D+03 3205.5911205    0.7873095  EM
              3 -0.85915729D+03    6.8283590    0.0078851  EM
              4 -0.85658853D+03    2.5687596    0.0029899  EM
              5 -0.85466012D+03    1.9284120    0.0022513  EM
              6 -0.85285717D+03    1.8029456    0.0021095  EM
              7 -0.85100560D+03    1.8515728    0.0021710  EM
              8 -0.84904863D+03    1.9569700    0.0022996  EM
              9 -0.84701073D+03    2.0378933    0.0024002  EM
             10 -0.84499561D+03    2.0151235    0.0023791  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.20132799D+04    0.0000000    0.0000000  EM
              2 -0.86082547D+03 1152.4544070    0.5724263  EM
              3 -0.84554300D+03   15.2824663    0.0177533  EM
              4 -0.84277977D+03    2.7632362    0.0032680  EM
              5 -0.84095248D+03    1.8272851    0.0021682  EM
              6 -0.83963059D+03    1.3218877    0.0015719  EM
              7 -0.83870102D+03    0.9295756    0.0011071  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.27223385D+04    0.0000000    0.0000000  EM
              2 -0.88948169D+03 1832.8568273    0.6732656  EM
              3 -0.85900783D+03   30.4738650    0.0342602  EM
              4 -0.85279261D+03    6.2152192    0.0072353  EM
              5 -0.85076201D+03    2.0305980    0.0023811  EM
              6 -0.84955505D+03    1.2069555    0.0014187  EM
              7 -0.84854308D+03    1.0119747    0.0011912  EM
              8 -0.84757301D+03    0.9700664    0.0011432  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.59022395D+04    0.0000000    0.0000000  EM
              2 -0.87113957D+03 5031.0999080    0.8524052  EM
              3 -0.86680505D+03    4.3345178    0.0049757  EM
              4 -0.86343797D+03    3.3670791    0.0038845  EM
              5 -0.85988362D+03    3.5543522    0.0041165  EM
              6 -0.85667170D+03    3.2119173    0.0037353  EM
              7 -0.85412966D+03    2.5420433    0.0029673  EM
              8 -0.85227557D+03    1.8540830    0.0021707  EM
              9 -0.85092827D+03    1.3473040    0.0015808  EM
             10 -0.84988417D+03    1.0440974    0.0012270  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.11924344D+04    0.0000000    0.0000000  EM
              2 -0.85651810D+03  335.9163103    0.2817063  EM
              3 -0.85199021D+03    4.5278892    0.0052864  EM
              4 -0.85053802D+03    1.4521952    0.0017045  EM
              5 -0.84931551D+03    1.2225047    0.0014373  EM
              6 -0.84817588D+03    1.1396329    0.0013418  EM
              7 -0.84708751D+03    1.0883676    0.0012832  EM
              8 -0.84604572D+03    1.0417926    0.0012299  EM
              9 -0.84505368D+03    0.9920397    0.0011726  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.18953616D+04    0.0000000    0.0000000  EM
              2 -0.87228388D+03 1023.0776718    0.5397797  EM
              3 -0.87182816D+03    0.4557232    0.0005224  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.17107967D+04    0.0000000    0.0000000  EM
              2 -0.85990258D+03  850.8941221    0.4973672  EM
              3 -0.85034045D+03    9.5621375    0.0111200  EM
              4 -0.84486951D+03    5.4709345    0.0064338  EM
              5 -0.84216461D+03    2.7049059    0.0032016  EM
              6 -0.84088377D+03    1.2808330    0.0015209  EM
              7 -0.84012604D+03    0.7577278    0.0009011  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.16356882D+04    0.0000000    0.0000000  EM
              2 -0.85910563D+03  776.5825802    0.4747742  EM
              3 -0.84690933D+03   12.1962981    0.0141965  EM
              4 -0.84288763D+03    4.0216953    0.0047487  EM
              5 -0.84104230D+03    1.8453347    0.0021893  EM
              6 -0.84004396D+03    0.9983425    0.0011870  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.36381154D+04    0.0000000    0.0000000  EM
              2 -0.87392994D+03 2764.1854549    0.7597850  EM
              3 -0.87151721D+03    2.4127258    0.0027608  EM
              4 -0.87087070D+03    0.6465103    0.0007418  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.24136936D+04    0.0000000    0.0000000  EM
              2 -0.90523598D+03 1508.4575998    0.6249582  EM
              3 -0.85838471D+03   46.8512666    0.0517559  EM
              4 -0.85061877D+03    7.7659449    0.0090472  EM
              5 -0.84651611D+03    4.1026506    0.0048231  EM
              6 -0.84354729D+03    2.9688257    0.0035071  EM
              7 -0.84131737D+03    2.2299219    0.0026435  EM
              8 -0.83973668D+03    1.5806850    0.0018788  EM
              9 -0.83870416D+03    1.0325272    0.0012296  EM
             10 -0.83806546D+03    0.6386965    0.0007615  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.33249230D+04    0.0000000    0.0000000  EM
              2 -0.86826223D+03 2456.6607891    0.7388625  EM
              3 -0.85849233D+03    9.7698971    0.0112522  EM
              4 -0.85514815D+03    3.3441864    0.0038954  EM
              5 -0.85254746D+03    2.6006875    0.0030412  EM
              6 -0.85025792D+03    2.2895408    0.0026855  EM
              7 -0.84818672D+03    2.0711971    0.0024360  EM
              8 -0.84632237D+03    1.8643505    0.0021980  EM
              9 -0.84467388D+03    1.6484917    0.0019478  EM
             10 -0.84324320D+03    1.4306772    0.0016938  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.42201294D+04    0.0000000    0.0000000  EM
              2 -0.86200774D+03 3358.1216387    0.7957390  EM
              3 -0.85592147D+03    6.0862750    0.0070606  EM
              4 -0.85482839D+03    1.0930741    0.0012771  EM
              5 -0.85381788D+03    1.0105097    0.0011821  EM
              6 -0.85281983D+03    0.9980523    0.0011689  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.27738626D+04    0.0000000    0.0000000  EM
              2 -0.86846007D+03 1905.4025539    0.6869131  EM
              3 -0.86128356D+03    7.1765069    0.0082635  EM
              4 -0.85864426D+03    2.6393015    0.0030644  EM
              5 -0.85640795D+03    2.2363085    0.0026045  EM
              6 -0.85433233D+03    2.0756139    0.0024236  EM
              7 -0.85235115D+03    1.9811826    0.0023190  EM
              8 -0.85045205D+03    1.8991013    0.0022281  EM
              9 -0.84865222D+03    1.7998343    0.0021163  EM
             10 -0.84697894D+03    1.6732746    0.0019717  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.44887048D+04    0.0000000    0.0000000  EM
              2 -0.86703283D+03 3621.6720109    0.8068412  EM
              3 -0.85249042D+03   14.5424097    0.0167726  EM
              4 -0.84707639D+03    5.4140251    0.0063508  EM
              5 -0.84337558D+03    3.7008182    0.0043689  EM
              6 -0.84094018D+03    2.4353995    0.0028877  EM
              7 -0.83941042D+03    1.5297521    0.0018191  EM
              8 -0.83845546D+03    0.9549673    0.0011377  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.26729002D+04    0.0000000    0.0000000  EM
              2 -0.86522644D+03 1807.6737811    0.6762968  EM
              3 -0.85643911D+03    8.7873381    0.0101561  EM
              4 -0.85307840D+03    3.3607074    0.0039240  EM
              5 -0.85074805D+03    2.3303489    0.0027317  EM
              6 -0.84863245D+03    2.1156023    0.0024868  EM
              7 -0.84652162D+03    2.1108266    0.0024873  EM
              8 -0.84445288D+03    2.0687360    0.0024438  EM
              9 -0.84256849D+03    1.8843902    0.0022315  EM
             10 -0.84099647D+03    1.5720238    0.0018658  EM


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


              7 -0.83792005D+03    0.6218354    0.0007416  EM
              8 -0.83754534D+03    0.3747096    0.0004472  EM
              9 -0.83731933D+03    0.2260068    0.0002698  EM
             10 -0.83718057D+03    0.1387603    0.0001657  EM
             11 -0.83709303D+03    0.0875446    0.0001046  EM
             12 -0.83703612D+03    0.0569012    0.0000680  EM
             13 -0.83699804D+03    0.0380890    0.0000455  EM
             14 -0.83697183D+03    0.0262060    0.0000313  EM
             15 -0.83695335D+03    0.0184799    0.0000221  EM
             16 -0.83694003D+03    0.0133164    0.0000159  EM
             17 -0.83693026D+03    0.0097739    0.0000117  EM
             18 -0.83692297D+03    0.0072848    0.0000087  EM
             19 -0.83691748D+03    0.0054981    0.0000066  EM
             20 -0.83691328D+03    0.0041917    0.0000050  EM
             21 -0.83691006D+03    0.0032215    0.0000038  EM
             22 -0.83690757D+03    0.0024917    0.0000030  EM
             23 -0.83690563D+03    0.0019370    0.0000023  EM
             24 -0.83690412D+03    0.0015117    0.0000018  EM
             25 -0.83690294D+03    0.0011834    0.0000014  EM
             26 -0.83690201D+03    0.0009287    0.0000011  EM
             27 -0.83690128D+03    0.0007302    0.0000009  EM
             28 -0.83690071D+03    0.0005750    0.0000007  EM
             29 -0.83690025D+03    0.0004537    0.0000005  EM
             30 -0.83689989D+03    0.0003579    0.0000004  EM
             31 -0.83689961D+03    0.0002826    0.0000003  EM
             32 -0.83689939D+03    0.0002233    0.0000003  EM
             33 -0.83689921D+03    0.0001765    0.0000002  EM
             34 -0.83689907D+03    0.0001396    0.0000002  EM
             35 -0.83689896D+03    0.0001104    0.0000001  EM
             36 -0.83689887D+03    0.0000873    0.0000001  EM
             37 -0.83689861D+03    0.0002623    0.0000003  FS
             38 -0.83689859D+03    0.0000207    0.0000000  FS
             39 -0.83689858D+03    0.0000120    0.0000000  FS
             40 -0.83689857D+03    0.0000092    0.0000000  FS
             41 -0.83689856D+03    0.0000067    0.0000000  FS
             42 -0.83689856D+03    0.0000052    0.0000000  FS
             43 -0.83689855D+03    0.0000038    0.0000000  FS
             44 -0.83689855D+03    0.0000030    0.0000000  FS
             45 -0.83689855D+03    0.0000022    0.0000000  FS
             46 -0.83689855D+03    0.0000017    0.0000000  FS
             47 -0.83689855D+03    0.0000013    0.0000000  FS
             48 -0.83689855D+03    0.0000010    0.0000000  FS
             49 -0.83689854D+03    0.0000007    0.0000000  FS
             50 -0.83689854D+03    0.0000006    0.0000000  FS
             51 -0.83689854D+03    0.0000004    0.0000000  FS
             52 -0.83689854D+03    0.0000003    0.0000000  FS
             53 -0.83689854D+03    0.0000002    0.0000000  FS
             54 -0.83689854D+03    0.0000002    0.0000000  FS
             55 -0.83689854D+03    0.0000001    0.0000000  FS
             56 -0.83689854D+03    0.0000001    0.0000000  FS
             57 -0.83689854D+03    0.0000001    0.0000000  FS
             58 -0.83689854D+03    0.0000001    0.0000000  EM
             59 -0.83689854D+03    0.0000000    0.0000000  EM
             60 -0.83689854D+03    0.0000000    0.0000000  EM
             61 -0.83689854D+03    0.0000000    0.0000000  EM
             62 -0.83689854D+03    0.0000000    0.0000000  EM
             63 -0.83689854D+03    0.0000000    0.0000000  EM
             64 -0.83689854D+03    0.0000000    0.0000000  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


             10 -0.83806546D+03    0.6386965    0.0007615  EM
             11 -0.83767546D+03    0.3899983    0.0004654  EM
             12 -0.83743300D+03    0.2424619    0.0002894  EM
             13 -0.83727726D+03    0.1557383    0.0001860  EM
             14 -0.83717359D+03    0.1036737    0.0001238  EM
             15 -0.83710224D+03    0.0713437    0.0000852  EM
             16 -0.83705172D+03    0.0505193    0.0000604  EM
             17 -0.83701509D+03    0.0366289    0.0000438  EM
             18 -0.83698803D+03    0.0270684    0.0000323  EM
             19 -0.83696772D+03    0.0203075    0.0000243  EM
             20 -0.83695230D+03    0.0154164    0.0000184  EM
             21 -0.83694049D+03    0.0118114    0.0000141  EM
             22 -0.83693138D+03    0.0091141    0.0000109  EM
             23 -0.83692431D+03    0.0070716    0.0000084  EM
             24 -0.83691879D+03    0.0055104    0.0000066  EM
             25 -0.83691449D+03    0.0043082    0.0000051  EM
             26 -0.83691111D+03    0.0033770    0.0000040  EM
             27 -0.83690846D+03    0.0026525    0.0000032  EM
             28 -0.83690637D+03    0.0020868    0.0000025  EM
             29 -0.83690473D+03    0.0016444    0.0000020  EM
             30 -0.83690343D+03    0.0012966    0.0000015  EM
             31 -0.83690241D+03    0.0010232    0.0000012  EM
             32 -0.83690160D+03    0.0008080    0.0000010  EM
             33 -0.83690096D+03    0.0006384    0.0000008  EM
             34 -0.83690046D+03    0.0005046    0.0000006  EM
             35 -0.83690006D+03    0.0003990    0.0000005  EM
             36 -0.83689883D+03    0.0012215    0.0000015  FS
             37 -0.83689874D+03    0.0000919    0.0000001  FS
             38 -0.83689869D+03    0.0000484    0.0000001  FS
             39 -0.83689866D+03    0.0000383    0.0000000  FS
             40 -0.83689863D+03    0.0000269    0.0000000  FS
             41 -0.83689861D+03    0.0000216    0.0000000  FS
             42 -0.83689859D+03    0.0000155    0.0000000  FS
             43 -0.83689858D+03    0.0000123    0.0000000  FS
             44 -0.83689857D+03    0.0000089    0.0000000  FS
             45 -0.83689856D+03    0.0000070    0.0000000  FS
             46 -0.83689856D+03    0.0000051    0.0000000  FS
             47 -0.83689855D+03    0.0000040    0.0000000  FS
             48 -0.83689855D+03    0.0000029    0.0000000  FS
             49 -0.83689855D+03    0.0000023    0.0000000  FS
             50 -0.83689855D+03    0.0000017    0.0000000  FS
             51 -0.83689855D+03    0.0000013    0.0000000  FS
             52 -0.83689855D+03    0.0000010    0.0000000  FS
             53 -0.83689854D+03    0.0000007    0.0000000  FS
             54 -0.83689854D+03    0.0000006    0.0000000  FS
             55 -0.83689854D+03    0.0000004    0.0000000  FS
             56 -0.83689854D+03    0.0000003    0.0000000  FS
             57 -0.83689854D+03    0.0000002    0.0000000  FS
             58 -0.83689854D+03    0.0000002    0.0000000  FS
             59 -0.83689854D+03    0.0000001    0.0000000  FS
             60 -0.83689854D+03    0.0000001    0.0000000  FS
             61 -0.83689854D+03    0.0000001    0.0000000  FS
             62 -0.83689854D+03    0.0000001    0.0000000  EM
             63 -0.83689854D+03    0.0000000    0.0000000  EM
             64 -0.83689854D+03    0.0000000    0.0000000  EM
             65 -0.83689854D+03    0.0000000    0.0000000  EM
             66 -0.83689854D+03    0.0000000    0.0000000  EM
             67 -0.83689854D+03    0.0000000    0.0000000  EM
             68 -0.83689854D+03    0.0000000    0.0000000  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


             10 -0.83843587D+03    0.7225987    0.0008611  EM
             11 -0.83795266D+03    0.4832135    0.0005763  EM
             12 -0.83763107D+03    0.3215859    0.0003838  EM
             13 -0.83741567D+03    0.2154011    0.0002572  EM
             14 -0.83726953D+03    0.1461448    0.0001745  EM
             15 -0.83716878D+03    0.1007525    0.0001203  EM
             16 -0.83709812D+03    0.0706519    0.0000844  EM
             17 -0.83704774D+03    0.0503835    0.0000602  EM
             18 -0.83701124D+03    0.0365001    0.0000436  EM
             19 -0.83698442D+03    0.0268244    0.0000320  EM
             20 -0.83696445D+03    0.0199648    0.0000239  EM
             21 -0.83694943D+03    0.0150188    0.0000179  EM
             22 -0.83693803D+03    0.0114050    0.0000136  EM
             23 -0.83692930D+03    0.0087278    0.0000104  EM
             24 -0.83692258D+03    0.0067217    0.0000080  EM
             25 -0.83691737D+03    0.0052041    0.0000062  EM
             26 -0.83691333D+03    0.0040467    0.0000048  EM
             27 -0.83691017D+03    0.0031575    0.0000038  EM
             28 -0.83690770D+03    0.0024708    0.0000030  EM
             29 -0.83690576D+03    0.0019378    0.0000023  EM
             30 -0.83690424D+03    0.0015226    0.0000018  EM
             31 -0.83690304D+03    0.0011981    0.0000014  EM
             32 -0.83690210D+03    0.0009440    0.0000011  EM
             33 -0.83690135D+03    0.0007445    0.0000009  EM
             34 -0.83690076D+03    0.0005881    0.0000007  EM
             35 -0.83689903D+03    0.0017361    0.0000021  FS
             36 -0.83689888D+03    0.0001453    0.0000002  FS
             37 -0.83689880D+03    0.0000803    0.0000001  FS
             38 -0.83689874D+03    0.0000659    0.0000001  FS
             39 -0.83689869D+03    0.0000453    0.0000001  FS
             40 -0.83689865D+03    0.0000371    0.0000000  FS
             41 -0.83689863D+03    0.0000262    0.0000000  FS
             42 -0.83689861D+03    0.0000211    0.0000000  FS
             43 -0.83689859D+03    0.0000151    0.0000000  FS
             44 -0.83689858D+03    0.0000120    0.0000000  FS
             45 -0.83689857D+03    0.0000087    0.0000000  FS
             46 -0.83689856D+03    0.0000068    0.0000000  FS
             47 -0.83689856D+03    0.0000050    0.0000000  FS
             48 -0.83689855D+03    0.0000039    0.0000000  FS
             49 -0.83689855D+03    0.0000029    0.0000000  FS
             50 -0.83689855D+03    0.0000022    0.0000000  FS
             51 -0.83689855D+03    0.0000016    0.0000000  FS
             52 -0.83689855D+03    0.0000013    0.0000000  FS
             53 -0.83689855D+03    0.0000009    0.0000000  FS
             54 -0.83689854D+03    0.0000007    0.0000000  FS
             55 -0.83689854D+03    0.0000005    0.0000000  FS
             56 -0.83689854D+03    0.0000004    0.0000000  FS
             57 -0.83689854D+03    0.0000003    0.0000000  FS
             58 -0.83689854D+03    0.0000002    0.0000000  FS
             59 -0.83689854D+03    0.0000002    0.0000000  FS
             60 -0.83689854D+03    0.0000001    0.0000000  FS
             61 -0.83689854D+03    0.0000001    0.0000000  FS
             62 -0.83689854D+03    0.0000001    0.0000000  FS
             63 -0.83689854D+03    0.0000001    0.0000000  EM
             64 -0.83689854D+03    0.0000000    0.0000000  EM
             65 -0.83689854D+03    0.0000000    0.0000000  EM
             66 -0.83689854D+03    0.0000000    0.0000000  EM
             67 -0.83689854D+03    0.0000000    0.0000000  EM
             68 -0.83689854D+03    0.0000000    0.0000000  EM
             69 -0.83689854D+03    0.0000000    0.0000000  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


              8 -0.83845546D+03    0.9549673    0.0011377  EM
              9 -0.83785829D+03    0.5971616    0.0007122  EM
             10 -0.83748685D+03    0.3714445    0.0004433  EM
             11 -0.83725773D+03    0.2291162    0.0002736  EM
             12 -0.83711740D+03    0.1403343    0.0001676  EM
             13 -0.83703183D+03    0.0855705    0.0001022  EM
             14 -0.83697976D+03    0.0520658    0.0000622  EM
             15 -0.83694810D+03    0.0316621    0.0000378  EM
             16 -0.83692884D+03    0.0192648    0.0000230  EM
             17 -0.83691710D+03    0.0117364    0.0000140  EM
             18 -0.83690994D+03    0.0071628    0.0000086  EM
             19 -0.83690556D+03    0.0043796    0.0000052  EM
             20 -0.83690287D+03    0.0026836    0.0000032  EM
             21 -0.83690123D+03    0.0016481    0.0000020  EM
             22 -0.83690021D+03    0.0010147    0.0000012  EM
             23 -0.83689958D+03    0.0006264    0.0000007  EM
             24 -0.83689920D+03    0.0003879    0.0000005  EM
             25 -0.83689896D+03    0.0002410    0.0000003  EM
             26 -0.83689881D+03    0.0001503    0.0000002  EM
             27 -0.83689871D+03    0.0000942    0.0000001  EM
             28 -0.83689865D+03    0.0000594    0.0000001  EM
             29 -0.83689861D+03    0.0000377    0.0000000  EM
             30 -0.83689859D+03    0.0000241    0.0000000  EM
             31 -0.83689857D+03    0.0000155    0.0000000  EM
             32 -0.83689856D+03    0.0000101    0.0000000  EM
             33 -0.83689856D+03    0.0000067    0.0000000  EM
             34 -0.83689855D+03    0.0000045    0.0000000  EM
             35 -0.83689855D+03    0.0000030    0.0000000  EM
             36 -0.83689854D+03    0.0000071    0.0000000  FS
             37 -0.83689854D+03    0.0000004    0.0000000  FS
             38 -0.83689854D+03    0.0000001    0.0000000  FS
             39 -0.83689854D+03    0.0000000    0.0000000  EM
             40 -0.83689854D+03    0.0000000    0.0000000  EM
             41 -0.83689854D+03    0.0000000    0.0000000  EM


     Beginning Time:  23:12:54
        Ending Time:  23:12:55
       Elapsed Time:  00:00:01



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