Mplus VERSION 8
MUTHEN & MUTHEN
04/10/2017   4:17 AM

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




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                     1.239       0.307      -9.293    0.10%      -1.390      0.262      1.069
            1000.000       9.813       0.279      12.401    0.10%       1.863      3.758
     X1                   -0.024      -0.022      -3.006    0.10%      -0.887     -0.320     -0.036
            1000.000       1.008      -0.185       3.145    0.10%       0.237      0.860
     X2                   -0.055      -0.036      -3.111    0.10%      -0.903     -0.306     -0.051
            1000.000       0.961      -0.141       2.811    0.10%       0.206      0.780
     W                    -0.084      -0.367      -2.894    0.91%      -0.853     -0.241     -0.033
             110.000       0.947       0.046       1.927    0.91%       0.174      0.720


THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                       13

Loglikelihood

          H0 Value                       -1752.471
          H0 Scaling Correction Factor      0.9041
            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 CLASSES
BASED ON ESTIMATED POSTERIOR PROBABILITIES

    Latent
   Classes

       1        546.36679          0.54637
       2        453.63321          0.45363


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

Class Counts and Proportions

    Latent
   Classes

       1              573          0.57300
       2              427          0.42700


CLASSIFICATION QUALITY

     Entropy                         0.402


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


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

           1        2

    1   0.847    0.153
    2   0.243    0.757


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

              1        2

    1      1.711    0.000
    2     -1.136    0.000


MODEL RESULTS

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

Within Level

Latent Class 1

 Y          ON
    X1                 1.923      0.070     27.465      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     27.465      0.000
    X2                 1.966      0.132     14.846      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      6.503      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     -4.953      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      0.131      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
              ________      ________      ________      ________
                    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
              ________      ________      ________      ________      ________
                    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
              ________      ________      ________      ________
                    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
              ________      ________      ________      ________      ________
                    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
              ________      ________      ________      ________
                    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
              ________      ________      ________      ________      ________
                    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
              ________      ________      ________      ________
                    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
              ________      ________      ________      ________      ________
                    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
              ________      ________
                   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
              ________      ________      ________      ________
                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
              ________      ________      ________      ________      ________
                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         4.906
 X1             0.000         0.000         0.504
 X2             0.000         0.000         0.000         0.480
 W              0.000         0.000         0.000         0.000         0.000


     STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS 2


           NU
              Y             X1            X2            W
              ________      ________      ________      ________
                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
              ________      ________      ________      ________      ________
                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         4.906
 X1             0.000         0.000         0.504
 X2             0.000         0.000         0.000         0.480
 W              0.000         0.000         0.000         0.000         0.000


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS 1


           NU
              Y             X1            X2            W
              ________      ________      ________      ________
                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
              ________      ________      ________      ________      ________
                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         4.906
 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         0.471


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS 2


           NU
              Y             X1            X2            W
              ________      ________      ________      ________
                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
              ________      ________      ________      ________      ________
                0.000         4.371         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         4.906
 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         0.471


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C#1           C#2
              ________      ________
                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 -0.25901670D+04    0.0000000    0.0000000    557.747   442.253    EM
     2 -0.19332348D+04  656.9322573    0.2536254    549.634   450.366    EM
     3 -0.18579322D+04   75.3025259    0.0389516    558.526   441.474    EM
     4 -0.18414640D+04   16.4682639    0.0088638    568.001   431.999    EM
     5 -0.18298623D+04   11.6016474    0.0063002    575.791   424.209    EM
     6 -0.18209031D+04    8.9591984    0.0048961    581.686   418.314    EM
     7 -0.18136206D+04    7.2825391    0.0039994    586.336   413.664    EM
     8 -0.18072417D+04    6.3788284    0.0035172    590.229   409.771    EM
     9 -0.18013185D+04    5.9232905    0.0032775    593.617   406.383    EM
    10 -0.17956427D+04    5.6757586    0.0031509    596.615   403.385    EM
    11 -0.17901485D+04    5.4942160    0.0030597    599.270   400.730    EM
    12 -0.17848517D+04    5.2967803    0.0029588    601.599   398.401    EM
    13 -0.17798168D+04    5.0349074    0.0028209    603.601   396.399    EM
    14 -0.17751353D+04    4.6814688    0.0026303    605.267   394.733    EM
    15 -0.17709063D+04    4.2289861    0.0023823    606.583   393.417    EM
    16 -0.17672151D+04    3.6912037    0.0020844    607.539   392.461    EM
    17 -0.17641139D+04    3.1012668    0.0017549    608.129   391.871    EM
    18 -0.17616091D+04    2.5047730    0.0014198    608.359   391.641    EM
    19 -0.17596608D+04    1.9482749    0.0011060    608.241   391.759    EM
    20 -0.17581939D+04    1.4669631    0.0008337    607.800   392.200    EM
    21 -0.17571156D+04    1.0782660    0.0006133    607.069   392.931    EM
    22 -0.17563334D+04    0.7821693    0.0004451    606.083   393.917    EM
    23 -0.17557666D+04    0.5667837    0.0003227    604.879   395.121    EM
    24 -0.17553514D+04    0.4152530    0.0002365    603.496   396.504    EM
    25 -0.17550406D+04    0.3108035    0.0001771    601.968   398.032    EM
    26 -0.17548012D+04    0.2394103    0.0001364    600.327   399.673    EM
    27 -0.17546107D+04    0.1904817    0.0001085    598.600   401.400    EM
    28 -0.17544541D+04    0.1565480    0.0000892    596.811   403.189    EM
    29 -0.17543216D+04    0.1325047    0.0000755    594.980   405.020    EM
    30 -0.17542066D+04    0.1150663    0.0000656    593.127   406.873    EM
    31 -0.17541046D+04    0.1019615    0.0000581    591.264   408.736    EM
    32 -0.17540128D+04    0.0918132    0.0000523    589.403   410.597    EM
    33 -0.17539291D+04    0.0836721    0.0000477    587.556   412.444    EM
    34 -0.17538522D+04    0.0769410    0.0000439    585.730   414.270    EM
    35 -0.17537810D+04    0.0712015    0.0000406    583.931   416.069    EM
    36 -0.17537148D+04    0.0662092    0.0000378    582.164   417.836    EM
    37 -0.17536530D+04    0.0617639    0.0000352    580.435   419.565    EM
    38 -0.17535953D+04    0.0577589    0.0000329    578.746   421.254    EM
    39 -0.17535412D+04    0.0540959    0.0000308    577.100   422.900    EM
    40 -0.17534904D+04    0.0507257    0.0000289    575.498   424.502    EM
    41 -0.17534428D+04    0.0475921    0.0000271    573.942   426.058    EM
    42 -0.17533982D+04    0.0446801    0.0000255    572.433   427.567    EM
    43 -0.17533562D+04    0.0419510    0.0000239    570.971   429.029    EM
    44 -0.17533168D+04    0.0393985    0.0000225    569.556   430.444    EM
    45 -0.17532798D+04    0.0370025    0.0000211    568.188   431.812    EM
    46 -0.17532451D+04    0.0347538    0.0000198    566.868   433.132    EM
    47 -0.17532124D+04    0.0326382    0.0000186    565.594   434.406    EM
    48 -0.17531818D+04    0.0306542    0.0000175    564.366   435.634    EM
    49 -0.17531530D+04    0.0287878    0.0000164    563.184   436.816    EM
    50 -0.17531259D+04    0.0270375    0.0000154    562.045   437.955    EM
    51 -0.17531005D+04    0.0253927    0.0000145    560.950   439.050    EM
    52 -0.17530767D+04    0.0238476    0.0000136    559.898   440.102    EM
    53 -0.17530543D+04    0.0223999    0.0000128    558.886   441.114    EM
    54 -0.17530333D+04    0.0210430    0.0000120    557.915   442.085    EM
    55 -0.17530135D+04    0.0197708    0.0000113    556.983   443.017    EM
    56 -0.17529949D+04    0.0185801    0.0000106    556.090   443.910    EM
    57 -0.17529774D+04    0.0174644    0.0000100    555.233   444.767    EM
    58 -0.17529610D+04    0.0164207    0.0000094    554.411   445.589    EM
    59 -0.17529456D+04    0.0154443    0.0000088    553.624   446.376    EM
    60 -0.17529310D+04    0.0145311    0.0000083    552.871   447.129    EM
    61 -0.17529174D+04    0.0136776    0.0000078    552.150   447.850    EM
    62 -0.17529045D+04    0.0128798    0.0000073    551.460   448.540    EM
    63 -0.17528923D+04    0.0121345    0.0000069    550.800   449.200    EM
    64 -0.17528809D+04    0.0114380    0.0000065    550.169   449.831    EM
    65 -0.17528701D+04    0.0107877    0.0000062    549.567   450.433    EM
    66 -0.17528599D+04    0.0101802    0.0000058    548.990   451.010    EM
    67 -0.17527077D+04    0.1522273    0.0000868    548.857   451.143    QN
    68 -0.17527018D+04    0.0058833    0.0000034    548.470   451.530    EM
    69 -0.17526971D+04    0.0047758    0.0000027    548.086   451.914    EM
    70 -0.17526927D+04    0.0043631    0.0000025    547.711   452.289    EM
    71 -0.17526886D+04    0.0040803    0.0000023    547.348   452.652    EM
    72 -0.17526848D+04    0.0038469    0.0000022    546.998   453.002    EM
    73 -0.17526811D+04    0.0036403    0.0000021    546.663   453.337    EM
    74 -0.17526777D+04    0.0034531    0.0000020    546.342   453.658    EM
    75 -0.17526744D+04    0.0032815    0.0000019    546.034   453.966    EM
    76 -0.17526713D+04    0.0031237    0.0000018    545.740   454.260    EM
    77 -0.17526683D+04    0.0029778    0.0000017    545.460   454.540    EM
    78 -0.17526654D+04    0.0028427    0.0000016    545.192   454.808    EM
    79 -0.17524737D+04    0.1917156    0.0001094    546.371   453.629    QN
    80 -0.17524720D+04    0.0017675    0.0000010    546.386   453.614    EM
    81 -0.17524715D+04    0.0004728    0.0000003    546.367   453.633    EM


     Beginning Time:  04:17:21
        Ending Time:  04:17:30
       Elapsed Time:  00:00:09



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