Mplus VERSION 7
MUTHEN & MUTHEN
09/22/2012  10:11 PM

INPUT INSTRUCTIONS

  TITLE:	this is an example of a two-level mixture
  	regression for a continuous dependent variable
  DATA:	FILE IS ex10.1.dat;
  VARIABLE:	NAMES ARE y x1 x2 w class clus;
  	USEVARIABLES = y x1 x2 w;
  	CLASSES = c (2);
  	WITHIN = x1 x2;
  	BETWEEN = w;
  	CLUSTER = clus;
  ANALYSIS:	TYPE = TWOLEVEL MIXTURE;
  	STARTS = 0;
  MODEL:	
  	%WITHIN%
  	%OVERALL%
  	y ON x1 x2;
  	c ON x1;
  	%c#1%
  	y ON x2;
  	y;
  	%BETWEEN%
  	%OVERALL%
  	y ON w; 	
  	c#1 ON w;
  	c#1*1;
  	%c#1%	
  	[y*2];
  OUTPUT:	TECH1 TECH8;



INPUT READING TERMINATED NORMALLY



this is an example of a two-level mixture
regression for a continuous dependent variable

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        1000

Number of dependent variables                                    1
Number of independent variables                                  3
Number of continuous latent variables                            0
Number of categorical latent variables                           1

Observed dependent variables

  Continuous
   Y

Observed independent variables
   X1          X2          W

Categorical latent variables
   C

Variables with special functions

  Cluster variable      CLUS

  Within variables
   X1          X2

  Between variables
   W


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                            2
  Adaptive quadrature                                           ON
Cholesky                                                       OFF

Input data file(s)
  ex10.1.dat
Input data format  FREE


SUMMARY OF DATA

     Number of clusters                        110




THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                       13

Loglikelihood

          H0 Value                       -1752.472
          H0 Scaling Correction Factor      0.9042
            for MLR

Information Criteria

          Akaike (AIC)                    3530.943
          Bayesian (BIC)                  3594.744
          Sample-Size Adjusted BIC        3553.455
            (n* = (n + 2) / 24)



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

    Latent
   Classes

       1        546.36919          0.54637
       2        453.63081          0.45363


CLASSIFICATION QUALITY

     Entropy                         0.402


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP

Class Counts and Proportions

    Latent
   Classes

       1              573          0.57300
       2              427          0.42700


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

           1        2

    1   0.808    0.192
    2   0.196    0.804


MODEL RESULTS

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

Within Level

Latent Class 1

 Y          ON
    X1                 1.923      0.070     27.464      0.000
    X2                 0.970      0.080     12.192      0.000

 Residual Variances
    Y                  1.061      0.105     10.086      0.000

Latent Class 2

 Y          ON
    X1                 1.923      0.070     27.464      0.000
    X2                 1.966      0.132     14.845      0.000

 Residual Variances
    Y                  1.973      0.176     11.233      0.000

Between Level

Latent Class 1

 Y          ON
    W                  0.748      0.099      7.567      0.000

 Intercepts
    Y                  0.963      0.148      6.502      0.000

 Residual Variances
    Y                  0.520      0.091      5.730      0.000

Latent Class 2

 Y          ON
    W                  0.748      0.099      7.567      0.000

 Intercepts
    Y                  1.975      0.146     13.514      0.000

 Residual Variances
    Y                  0.520      0.091      5.730      0.000

Categorical Latent Variables

Within Level

 C#1        ON
    X1                -1.302      0.263     -4.951      0.000

 Intercepts
    C#1                0.153      0.328      0.466      0.641

Between Level

 C#1        ON
    W                 -1.134      0.332     -3.418      0.001

 Residual Variances
    C#1                0.013      0.132      0.102      0.919


LOGISTIC REGRESSION ODDS RATIO RESULTS

Categorical Latent Variables

Within Level

 C#1      ON
    X1                 0.272

Between Level


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.199E-02
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS 1


           NU
              Y             X1            X2            W
              ________      ________      ________      ________
 1                  0             0             0             0


           LAMBDA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 Y                  0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


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


           ALPHA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           BETA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 C#1                0             0             0             0             0
 Y                  0             0             1             2             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 C#1                0
 Y                  0             3
 X1                 0             0             0
 X2                 0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS 2


           NU
              Y             X1            X2            W
              ________      ________      ________      ________
 1                  0             0             0             0


           LAMBDA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 Y                  0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


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


           ALPHA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           BETA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 C#1                0             0             0             0             0
 Y                  0             0             1             4             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 C#1                0
 Y                  0             5
 X1                 0             0             0
 X2                 0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS 1


           NU
              Y             X1            X2            W
              ________      ________      ________      ________
 1                  0             0             0             0


           LAMBDA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 Y                  0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


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


           ALPHA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 1                  0             6             0             0             0


           BETA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 C#1                0             0             0             0             7
 Y                  0             0             0             0             8
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 C#1                9
 Y                  0            10
 X1                 0             0             0
 X2                 0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS 2


           NU
              Y             X1            X2            W
              ________      ________      ________      ________
 1                  0             0             0             0


           LAMBDA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 Y                  0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


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


           ALPHA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 1                  0            11             0             0             0


           BETA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 C#1                0             0             0             0             7
 Y                  0             0             0             0             8
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 C#1                9
 Y                  0            10
 X1                 0             0             0
 X2                 0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C#1           C#2
              ________      ________
 1                 12             0


           GAMMA(C)
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 C#1                0             0            13             0             0
 C#2                0             0             0             0             0


     STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS 1


           NU
              Y             X1            X2            W
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           LAMBDA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 Y              0.000         1.000         0.000         0.000         0.000
 X1             0.000         0.000         1.000         0.000         0.000
 X2             0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


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


           ALPHA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           BETA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 C#1            0.000         0.000         0.000         0.000         0.000
 Y              0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 C#1            0.000
 Y              0.000         4.911
 X1             0.000         0.000         0.504
 X2             0.000         0.000         0.000         0.481
 W              0.000         0.000         0.000         0.000         0.000


     STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS 2


           NU
              Y             X1            X2            W
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           LAMBDA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 Y              0.000         1.000         0.000         0.000         0.000
 X1             0.000         0.000         1.000         0.000         0.000
 X2             0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


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


           ALPHA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           BETA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 C#1            0.000         0.000         0.000         0.000         0.000
 Y              0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 C#1            0.000
 Y              0.000         4.911
 X1             0.000         0.000         0.504
 X2             0.000         0.000         0.000         0.481
 W              0.000         0.000         0.000         0.000         0.000


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS 1


           NU
              Y             X1            X2            W
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           LAMBDA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 Y              0.000         1.000         0.000         0.000         0.000
 X1             0.000         0.000         1.000         0.000         0.000
 X2             0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


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


           ALPHA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 1              0.000         2.000         0.000         0.000         0.000


           BETA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 C#1            0.000         0.000         0.000         0.000         0.000
 Y              0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 C#1            1.000
 Y              0.000         4.911
 X1             0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.472


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS 2


           NU
              Y             X1            X2            W
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           LAMBDA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 Y              0.000         1.000         0.000         0.000         0.000
 X1             0.000         0.000         1.000         0.000         0.000
 X2             0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


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


           ALPHA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 1              0.000         4.373         0.000         0.000         0.000


           BETA
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 C#1            0.000         0.000         0.000         0.000         0.000
 Y              0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              C#1           Y             X1            X2            W
              ________      ________      ________      ________      ________
 C#1            1.000
 Y              0.000         4.911
 X1             0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.472


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


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


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


TECHNICAL 8 OUTPUT


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.25900287D+04    0.0000000    0.0000000    557.764   442.236    EM
     2 -0.19333094D+04  656.7192601    0.2535568    549.653   450.347    EM
     3 -0.18579730D+04   75.3364112    0.0389676    558.540   441.460    EM
     4 -0.18415036D+04   16.4694157    0.0088642    568.014   431.986    EM
     5 -0.18299014D+04   11.6021528    0.0063004    575.804   424.196    EM
     6 -0.18209422D+04    8.9592596    0.0048960    581.699   418.301    EM
     7 -0.18136600D+04    7.2821695    0.0039991    586.348   413.652    EM
     8 -0.18072818D+04    6.3782276    0.0035168    590.240   409.760    EM
     9 -0.18013589D+04    5.9229013    0.0032772    593.627   406.373    EM
    10 -0.17956832D+04    5.6756456    0.0031508    596.625   403.375    EM
    11 -0.17901887D+04    5.4945658    0.0030599    599.280   400.720    EM
    12 -0.17848908D+04    5.2978771    0.0029594    601.610   398.390    EM
    13 -0.17798540D+04    5.0368408    0.0028219    603.613   396.387    EM
    14 -0.17751697D+04    4.6842770    0.0026318    605.280   394.720    EM
    15 -0.17709370D+04    4.2326882    0.0023844    606.598   393.402    EM
    16 -0.17672415D+04    3.6955310    0.0020868    607.555   392.445    EM
    17 -0.17641356D+04    3.1058509    0.0017575    608.148   391.852    EM
    18 -0.17616263D+04    2.5092593    0.0014224    608.379   391.621    EM
    19 -0.17596741D+04    1.9522938    0.0011082    608.263   391.737    EM
    20 -0.17582037D+04    1.4703375    0.0008356    607.824   392.176    EM
    21 -0.17571228D+04    1.0809222    0.0006148    607.094   392.906    EM
    22 -0.17563387D+04    0.7841253    0.0004463    606.108   393.892    EM
    23 -0.17557705D+04    0.5681924    0.0003235    604.906   395.094    EM
    24 -0.17553542D+04    0.4162273    0.0002371    603.524   396.476    EM
    25 -0.17550428D+04    0.3114711    0.0001774    601.996   398.004    EM
    26 -0.17548029D+04    0.2398725    0.0001367    600.355   399.645    EM
    27 -0.17546121D+04    0.1907947    0.0001087    598.627   401.373    EM
    28 -0.17544553D+04    0.1567644    0.0000893    596.838   403.162    EM
    29 -0.17543227D+04    0.1326795    0.0000756    595.008   404.992    EM
    30 -0.17542075D+04    0.1151832    0.0000657    593.153   406.847    EM
    31 -0.17541054D+04    0.1020518    0.0000582    591.290   408.710    EM
    32 -0.17540135D+04    0.0918843    0.0000524    589.429   410.571    EM
    33 -0.17539298D+04    0.0837353    0.0000477    587.581   412.419    EM
    34 -0.17538528D+04    0.0769879    0.0000439    585.754   414.246    EM
    35 -0.17537816D+04    0.0712491    0.0000406    583.955   416.045    EM
    36 -0.17537153D+04    0.0662487    0.0000378    582.188   417.812    EM
    37 -0.17536535D+04    0.0618029    0.0000352    580.458   419.542    EM
    38 -0.17535957D+04    0.0577948    0.0000330    578.768   421.232    EM
    39 -0.17535416D+04    0.0541292    0.0000309    577.121   422.879    EM
    40 -0.17534908D+04    0.0507513    0.0000289    575.518   424.482    EM
    41 -0.17534432D+04    0.0476202    0.0000272    573.961   426.039    EM
    42 -0.17533985D+04    0.0447080    0.0000255    572.451   427.549    EM
    43 -0.17533565D+04    0.0419775    0.0000239    570.989   429.011    EM
    44 -0.17533171D+04    0.0394251    0.0000225    569.573   430.427    EM
    45 -0.17532801D+04    0.0370204    0.0000211    568.205   431.795    EM
    46 -0.17532453D+04    0.0347717    0.0000198    566.884   433.116    EM
    47 -0.17532127D+04    0.0326570    0.0000186    565.610   434.390    EM
    48 -0.17531820D+04    0.0306719    0.0000175    564.381   435.619    EM
    49 -0.17531532D+04    0.0288039    0.0000164    563.198   436.802    EM
    50 -0.17531261D+04    0.0270510    0.0000154    562.059   437.941    EM
    51 -0.17531007D+04    0.0254059    0.0000145    560.963   439.037    EM
    52 -0.17530769D+04    0.0238617    0.0000136    559.910   440.090    EM
    53 -0.17530545D+04    0.0224125    0.0000128    558.898   441.102    EM
    54 -0.17530334D+04    0.0210549    0.0000120    557.927   442.073    EM
    55 -0.17530136D+04    0.0197816    0.0000113    556.994   443.006    EM
    56 -0.17529950D+04    0.0185902    0.0000106    556.100   443.900    EM
    57 -0.17529776D+04    0.0174740    0.0000100    555.242   444.758    EM
    58 -0.17529611D+04    0.0164293    0.0000094    554.421   445.579    EM
    59 -0.17529457D+04    0.0154523    0.0000088    553.633   446.367    EM
    60 -0.17529311D+04    0.0145386    0.0000083    552.880   447.120    EM
    61 -0.17529175D+04    0.0136844    0.0000078    552.158   447.842    EM
    62 -0.17529046D+04    0.0128862    0.0000074    551.468   448.532    EM
    63 -0.17528924D+04    0.0121403    0.0000069    550.808   449.192    EM
    64 -0.17528810D+04    0.0114435    0.0000065    550.176   449.824    EM
    65 -0.17528702D+04    0.0107926    0.0000062    549.573   450.427    EM
    66 -0.17528600D+04    0.0101848    0.0000058    548.997   451.003    EM
    67 -0.17527078D+04    0.1522354    0.0000868    548.863   451.137    QN
    68 -0.17527019D+04    0.0058866    0.0000034    548.476   451.524    EM
    69 -0.17526971D+04    0.0047790    0.0000027    548.091   451.909    EM
    70 -0.17526927D+04    0.0043658    0.0000025    547.716   452.284    EM
    71 -0.17526887D+04    0.0040829    0.0000023    547.352   452.648    EM
    72 -0.17526848D+04    0.0038494    0.0000022    547.003   452.997    EM
    73 -0.17526812D+04    0.0036424    0.0000021    546.667   453.333    EM
    74 -0.17526777D+04    0.0034550    0.0000020    546.346   453.654    EM
    75 -0.17526744D+04    0.0032834    0.0000019    546.038   453.962    EM
    76 -0.17526713D+04    0.0031254    0.0000018    545.744   454.256    EM
    77 -0.17526683D+04    0.0029794    0.0000017    545.463   454.537    EM
    78 -0.17526655D+04    0.0028442    0.0000016    545.195   454.805    EM
    79 -0.17524738D+04    0.1917238    0.0001094    546.374   453.626    QN
    80 -0.17524720D+04    0.0017680    0.0000010    546.389   453.611    EM
    81 -0.17524715D+04    0.0004732    0.0000003    546.369   453.631    EM


     Beginning Time:  22:11:00
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       Elapsed Time:  00:00:17



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