Mplus VERSION 6
MUTHEN & MUTHEN
04/25/2010  10:58 PM

INPUT INSTRUCTIONS

  TITLE:
          penn5

         2-class no covariates varying Psi varying Theta

  DATA:  FILE IS lsay.dat;
         FORMAT is 3f8 f8.4 8f8.2 3f8 2f8.2;


  VARIABLE:  NAMES ARE cohort id school weight math7 math8 math9 math10
             att7 att8 att9 att10 gender mothed homeres;
             USEOBS = (gender EQ 1 AND cohort EQ 2);
             MISSING = ALL (999);
             USEVAR =  math7-math10 ;
             classes = c(2);


  ANALYSIS:  TYPE = mixture;
          MITERATIONS = 125;

  MODEL:
          %overall%
          intercpt BY math7-math10 @1;
          slope BY math8@1 math9@2.5 math10@3.5;
          [math7-math10@0];

          math7-math9*7 math10*13;
          intercpt*64.5 slope*1.3;
          slope with intercpt*3.1;
  !        intercpt ON  homeres;
  !        slope ON  homeres;

          %c#1%
          [intercpt*42.8 slope*.6];
  !        intercpt ON homeres;
  !        slope ON  homeres;

          math7-math9*7 math10*13;

    intercpt*64.5 slope*1.3;
    intercpt with slope;


          %c#2%
    [intercpt*62.8 slope*3.6];



  OUTPUT:  TECH1 tech8;



*** WARNING
  Data set contains cases with missing on all variables.
  These cases were not included in the analysis.
  Number of cases with missing on all variables:  8
   1 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS




penn5

2-class no covariates varying Psi varying Theta

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        1482

Number of dependent variables                                    4
Number of independent variables                                  0
Number of continuous latent variables                            2
Number of categorical latent variables                           1

Observed dependent variables

  Continuous
   MATH7       MATH8       MATH9       MATH10

Continuous latent variables
   INTERCPT    SLOPE

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                                 125
  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
Maximum number of iterations for H1                           2000
Convergence criterion for H1                             0.100D-03
Optimization algorithm                                         EMA
Random Starts Specifications
  Number of initial stage random starts                         10
  Number of final stage optimizations                            2
  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)
  lsay.dat
Input data format
  (3F8 F8.4 8F8.2 3F8 2F8.2)


SUMMARY OF DATA

     Number of missing data patterns            13
     Number of y missing data patterns          13
     Number of u missing data patterns           0


COVARIANCE COVERAGE OF DATA

Minimum covariance coverage value   0.100


     PROPORTION OF DATA PRESENT FOR Y


           Covariance Coverage
              MATH7         MATH8         MATH9         MATH10
              ________      ________      ________      ________
 MATH7          0.990
 MATH8          0.881         0.890
 MATH9          0.790         0.758         0.799
 MATH10         0.744         0.708         0.702         0.750


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:

          -16568.858  415931           10
          -16568.858  unperturbed      0



THE MODEL ESTIMATION TERMINATED NORMALLY



TESTS OF MODEL FIT

Loglikelihood

          H0 Value                      -16568.858
          H0 Scaling Correction Factor       1.244
            for MLR

Information Criteria

          Number of Free Parameters             19
          Akaike (AIC)                   33175.716
          Bayesian (BIC)                 33276.437
          Sample-Size Adjusted BIC       33216.080
            (n* = (n + 2) / 24)



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

    Latent
   Classes

       1        666.56897          0.44978
       2        815.43103          0.55022


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

    Latent
   Classes

       1        666.56897          0.44978
       2        815.43103          0.55022


CLASSIFICATION QUALITY

     Entropy                         0.531


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP

Class Counts and Proportions

    Latent
   Classes

       1              636          0.42915
       2              846          0.57085


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

           1        2

    1   0.858    0.142
    2   0.143    0.857


MODEL RESULTS

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

Latent Class 1

 INTERCPT BY
    MATH7              1.000      0.000    999.000    999.000
    MATH8              1.000      0.000    999.000    999.000
    MATH9              1.000      0.000    999.000    999.000
    MATH10             1.000      0.000    999.000    999.000

 SLOPE    BY
    MATH8              1.000      0.000    999.000    999.000
    MATH9              2.500      0.000    999.000    999.000
    MATH10             3.500      0.000    999.000    999.000

 SLOPE    WITH
    INTERCPT          -1.149      2.376     -0.484      0.629

 Means
    INTERCPT          45.708      1.019     44.862      0.000
    SLOPE              1.676      0.182      9.212      0.000

 Intercepts
    MATH7              0.000      0.000    999.000    999.000
    MATH8              0.000      0.000    999.000    999.000
    MATH9              0.000      0.000    999.000    999.000
    MATH10             0.000      0.000    999.000    999.000

 Variances
    INTERCPT          48.444      5.745      8.432      0.000
    SLOPE              1.898      0.706      2.688      0.007

 Residual Variances
    MATH7             14.325      3.102      4.618      0.000
    MATH8             17.204      2.757      6.241      0.000
    MATH9             25.785      3.364      7.666      0.000
    MATH10            55.871      8.427      6.630      0.000

Latent Class 2

 INTERCPT BY
    MATH7              1.000      0.000    999.000    999.000
    MATH8              1.000      0.000    999.000    999.000
    MATH9              1.000      0.000    999.000    999.000
    MATH10             1.000      0.000    999.000    999.000

 SLOPE    BY
    MATH8              1.000      0.000    999.000    999.000
    MATH9              2.500      0.000    999.000    999.000
    MATH10             3.500      0.000    999.000    999.000

 SLOPE    WITH
    INTERCPT           0.227      0.648      0.350      0.726

 Means
    INTERCPT          56.497      0.699     80.802      0.000
    SLOPE              3.147      0.073     43.020      0.000

 Intercepts
    MATH7              0.000      0.000    999.000    999.000
    MATH8              0.000      0.000    999.000    999.000
    MATH9              0.000      0.000    999.000    999.000
    MATH10             0.000      0.000    999.000    999.000

 Variances
    INTERCPT          42.669      5.215      8.181      0.000
    SLOPE              0.375      0.205      1.833      0.067

 Residual Variances
    MATH7             12.216      1.352      9.034      0.000
    MATH8             11.452      0.936     12.229      0.000
    MATH9              8.923      1.325      6.737      0.000
    MATH10             8.541      1.889      4.522      0.000

Categorical Latent Variables

 Means
    C#1               -0.202      0.263     -0.767      0.443


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.516E-04
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR LATENT CLASS 1


           NU
              MATH7         MATH8         MATH9         MATH10
              ________      ________      ________      ________
 1                  0             0             0             0


           LAMBDA
              INTERCPT      SLOPE
              ________      ________
 MATH7              0             0
 MATH8              0             0
 MATH9              0             0
 MATH10             0             0


           THETA
              MATH7         MATH8         MATH9         MATH10
              ________      ________      ________      ________
 MATH7              1
 MATH8              0             2
 MATH9              0             0             3
 MATH10             0             0             0             4


           ALPHA
              INTERCPT      SLOPE
              ________      ________
 1                  5             6


           BETA
              INTERCPT      SLOPE
              ________      ________
 INTERCPT           0             0
 SLOPE              0             0


           PSI
              INTERCPT      SLOPE
              ________      ________
 INTERCPT           7
 SLOPE              8             9


     PARAMETER SPECIFICATION FOR LATENT CLASS 2


           NU
              MATH7         MATH8         MATH9         MATH10
              ________      ________      ________      ________
 1                  0             0             0             0


           LAMBDA
              INTERCPT      SLOPE
              ________      ________
 MATH7              0             0
 MATH8              0             0
 MATH9              0             0
 MATH10             0             0


           THETA
              MATH7         MATH8         MATH9         MATH10
              ________      ________      ________      ________
 MATH7             10
 MATH8              0            11
 MATH9              0             0            12
 MATH10             0             0             0            13


           ALPHA
              INTERCPT      SLOPE
              ________      ________
 1                 14            15


           BETA
              INTERCPT      SLOPE
              ________      ________
 INTERCPT           0             0
 SLOPE              0             0


           PSI
              INTERCPT      SLOPE
              ________      ________
 INTERCPT          16
 SLOPE             17            18


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C#1           C#2
              ________      ________
 1                 19             0


     STARTING VALUES FOR LATENT CLASS 1


           NU
              MATH7         MATH8         MATH9         MATH10
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           LAMBDA
              INTERCPT      SLOPE
              ________      ________
 MATH7          1.000         0.000
 MATH8          1.000         1.000
 MATH9          1.000         2.500
 MATH10         1.000         3.500


           THETA
              MATH7         MATH8         MATH9         MATH10
              ________      ________      ________      ________
 MATH7          7.000
 MATH8          0.000         7.000
 MATH9          0.000         0.000         7.000
 MATH10         0.000         0.000         0.000        13.000


           ALPHA
              INTERCPT      SLOPE
              ________      ________
 1             42.800         0.600


           BETA
              INTERCPT      SLOPE
              ________      ________
 INTERCPT       0.000         0.000
 SLOPE          0.000         0.000


           PSI
              INTERCPT      SLOPE
              ________      ________
 INTERCPT      64.500
 SLOPE          3.100         1.300


     STARTING VALUES FOR LATENT CLASS 2


           NU
              MATH7         MATH8         MATH9         MATH10
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           LAMBDA
              INTERCPT      SLOPE
              ________      ________
 MATH7          1.000         0.000
 MATH8          1.000         1.000
 MATH9          1.000         2.500
 MATH10         1.000         3.500


           THETA
              MATH7         MATH8         MATH9         MATH10
              ________      ________      ________      ________
 MATH7          7.000
 MATH8          0.000         7.000
 MATH9          0.000         0.000         7.000
 MATH10         0.000         0.000         0.000        13.000


           ALPHA
              INTERCPT      SLOPE
              ________      ________
 1             62.800         3.600


           BETA
              INTERCPT      SLOPE
              ________      ________
 INTERCPT       0.000         0.000
 SLOPE          0.000         0.000


           PSI
              INTERCPT      SLOPE
              ________      ________
 INTERCPT      64.500
 SLOPE          3.100         1.300


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


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


TECHNICAL 8 OUTPUT


  INITIAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17640711D+05    0.0000000    0.0000000    706.036   775.964    EM
     2 -0.16627557D+05 1013.1543532    0.0574327    693.775   788.225    EM
     3 -0.16584150D+05   43.4068582    0.0026105    687.105   794.895    EM
     4 -0.16572675D+05   11.4745577    0.0006919    683.057   798.943    EM
     5 -0.16570207D+05    2.4688507    0.0001490    680.694   801.306    EM
     6 -0.16569441D+05    0.7651764    0.0000462    679.172   802.828    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.25048140D+05    0.0000000    0.0000000    838.976   643.024    EM
     2 -0.16632437D+05 8415.7034582    0.3359812    830.378   651.622    EM
     3 -0.16597295D+05   35.1420304    0.0021129    820.692   661.308    EM
     4 -0.16585291D+05   12.0042580    0.0007233    811.360   670.640    EM
     5 -0.16579492D+05    5.7982431    0.0003496    802.804   679.196    EM
     6 -0.16576229D+05    3.2633806    0.0001968    794.957   687.043    EM
     7 -0.16574233D+05    1.9959445    0.0001204    787.711   694.289    EM
     8 -0.16572940D+05    1.2934066    0.0000780    780.986   701.014    EM
     9 -0.16572063D+05    0.8768793    0.0000529    774.725   707.275    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.24395856D+05    0.0000000    0.0000000    235.577  1246.423    EM
     2 -0.16672325D+05 7723.5316200    0.3165919    229.806  1252.194    EM
     3 -0.16659798D+05   12.5265063    0.0007513    231.013  1250.987    EM
     4 -0.16654387D+05    5.4108428    0.0003248    236.513  1245.487    EM
     5 -0.16649216D+05    5.1714790    0.0003105    245.317  1236.683    EM
     6 -0.16639068D+05   10.1480364    0.0006095    257.683  1224.317    EM
     7 -0.16630299D+05    8.7682831    0.0005270    271.220  1210.780    EM
     8 -0.16625583D+05    4.7164029    0.0002836    284.701  1197.299    EM
     9 -0.16615800D+05    9.7829285    0.0005884    299.867  1182.133    EM
    10 -0.16601983D+05   13.8176251    0.0008316    315.013  1166.987    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23152046D+05    0.0000000    0.0000000    118.228  1363.772    EM
     2 -0.16725959D+05 6426.0874922    0.2775602    104.367  1377.633    EM
     3 -0.16716048D+05    9.9104741    0.0005925    104.296  1377.704    EM
     4 -0.16712459D+05    3.5890585    0.0002147    107.946  1374.054    EM
     5 -0.16710179D+05    2.2802490    0.0001364    113.101  1368.899    EM
     6 -0.16708364D+05    1.8154789    0.0001086    118.927  1363.073    EM
     7 -0.16706581D+05    1.7827454    0.0001067    125.183  1356.817    EM
     8 -0.16704227D+05    2.3536819    0.0001409    132.091  1349.909    EM
     9 -0.16699608D+05    4.6191707    0.0002765    140.571  1341.429    EM
    10 -0.16688429D+05   11.1794572    0.0006694    150.943  1331.057    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26289941D+05    0.0000000    0.0000000    806.526   675.474    EM
     2 -0.16617096D+05 9672.8454116    0.3679295    787.490   694.510    EM
     3 -0.16586373D+05   30.7222637    0.0018488    777.825   704.175    EM
     4 -0.16578209D+05    8.1642602    0.0004922    769.839   712.161    EM
     5 -0.16574706D+05    3.5029130    0.0002113    763.048   718.952    EM
     6 -0.16572843D+05    1.8631706    0.0001124    757.103   724.897    EM
     7 -0.16571730D+05    1.1136342    0.0000672    751.775   730.225    EM
     8 -0.16571014D+05    0.7150687    0.0000431    746.925   735.075    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18000781D+05    0.0000000    0.0000000   1458.749    23.251    EM
     2 -0.16744782D+05 1255.9987674    0.0697747   1462.969    19.031    EM
     3 -0.16739759D+05    5.0237830    0.0003000   1462.520    19.480    EM
     4 -0.16735804D+05    3.9542638    0.0002362   1458.740    23.260    EM
     5 -0.16730868D+05    4.9359919    0.0002949   1451.399    30.601    EM
     6 -0.16723943D+05    6.9249346    0.0004139   1439.843    42.157    EM
     7 -0.16714572D+05    9.3713849    0.0005604   1423.636    58.364    EM
     8 -0.16702979D+05   11.5927177    0.0006936   1402.994    79.006    EM
     9 -0.16690001D+05   12.9786654    0.0007770   1378.699   103.301    EM
    10 -0.16676547D+05   13.4537256    0.0008061   1351.797   130.203    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18552873D+05    0.0000000    0.0000000     50.961  1431.039    EM
     2 -0.16737306D+05 1815.5674563    0.0978591     54.055  1427.945    EM
     3 -0.16722335D+05   14.9707580    0.0008945     68.092  1413.908    EM
     4 -0.16705000D+05   17.3353822    0.0010367     92.170  1389.830    EM
     5 -0.16685507D+05   19.4923087    0.0011669    123.196  1358.804    EM
     6 -0.16667292D+05   18.2156540    0.0010917    156.417  1325.583    EM
     7 -0.16652540D+05   14.7513661    0.0008850    188.415  1293.585    EM
     8 -0.16641281D+05   11.2595414    0.0006761    217.836  1264.164    EM
     9 -0.16632718D+05    8.5631597    0.0005146    244.561  1237.439    EM
    10 -0.16626025D+05    6.6928658    0.0004024    268.977  1213.023    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.25111766D+05    0.0000000    0.0000000    116.681  1365.319    EM
     2 -0.16691551D+05 8420.2152169    0.3353096    141.921  1340.079    EM
     3 -0.16672393D+05   19.1579518    0.0011478    156.868  1325.132    EM
     4 -0.16665933D+05    6.4601333    0.0003875    167.822  1314.178    EM
     5 -0.16663524D+05    2.4081651    0.0001445    176.658  1305.342    EM
     6 -0.16661677D+05    1.8469193    0.0001108    185.051  1296.949    EM
     7 -0.16659469D+05    2.2085623    0.0001326    193.899  1288.101    EM
     8 -0.16656684D+05    2.7845773    0.0001671    203.690  1278.310    EM
     9 -0.16652811D+05    3.8736809    0.0002326    215.110  1266.890    EM
    10 -0.16643879D+05    8.9311433    0.0005363    229.341  1252.659    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23614755D+05    0.0000000    0.0000000   1416.688    65.312    EM
     2 -0.16740231D+05 6874.5241431    0.2911114   1423.305    58.695    EM
     3 -0.16713145D+05   27.0862512    0.0016180   1423.805    58.195    EM
     4 -0.16703804D+05    9.3410097    0.0005589   1420.558    61.442    EM
     5 -0.16698824D+05    4.9797489    0.0002981   1414.747    67.253    EM
     6 -0.16695108D+05    3.7154587    0.0002225   1406.732    75.268    EM
     7 -0.16691839D+05    3.2697342    0.0001958   1396.599    85.401    EM
     8 -0.16688622D+05    3.2164356    0.0001927   1384.259    97.741    EM
     9 -0.16685160D+05    3.4622713    0.0002075   1369.549   112.451    EM
    10 -0.16681281D+05    3.8790088    0.0002325   1352.377   129.623    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19053245D+05    0.0000000    0.0000000      0.179  1481.821    EM
     2 -0.16731577D+05 2321.6675678    0.1218516      2.263  1479.737    EM
     3 -0.16708279D+05   23.2979366    0.0013925      4.410  1477.590    EM
     4 -0.16699053D+05    9.2258148    0.0005522      6.232  1475.768    EM
     5 -0.16697137D+05    1.9164985    0.0001148      7.647  1474.353    EM
     6 -0.16694481D+05    2.6557583    0.0001591      9.127  1472.873    EM
     7 -0.16692344D+05    2.1371884    0.0001280     10.433  1471.567    EM
     8 -0.16691995D+05    0.3484794    0.0000209     11.328  1470.672    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.28371141D+05    0.0000000    0.0000000    611.404   870.596    EM
     2 -0.16649827D+05 ************    0.4131421    620.995   861.005    EM
     3 -0.16607575D+05   42.2520238    0.0025377    621.399   860.601    EM
     4 -0.16582034D+05   25.5407538    0.0015379    622.280   859.720    EM
     5 -0.16573766D+05    8.2684976    0.0004986    623.524   858.476    EM
     6 -0.16571018D+05    2.7473526    0.0001658    625.019   856.981    EM
     7 -0.16569936D+05    1.0820154    0.0000653    626.615   855.385    EM
     8 -0.16569475D+05    0.4610407    0.0000278    628.225   853.775    EM


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


     6 -0.16569441D+05    0.7651764    0.0000462    679.172   802.828    EM
     7 -0.16569141D+05    0.3005212    0.0000181    678.064   803.936    EM
     8 -0.16569008D+05    0.1323341    0.0000080    677.182   804.818    EM
     9 -0.16568946D+05    0.0629211    0.0000038    676.438   805.562    EM
    10 -0.16568913D+05    0.0322131    0.0000019    675.790   806.210    EM
    11 -0.16568896D+05    0.0178246    0.0000011    675.215   806.785    EM
    12 -0.16568885D+05    0.0106367    0.0000006    674.697   807.303    EM
    13 -0.16568878D+05    0.0067888    0.0000004    674.226   807.774    EM
    14 -0.16568874D+05    0.0045747    0.0000003    673.797   808.203    EM
    15 -0.16568870D+05    0.0032135    0.0000002    673.402   808.598    EM
    16 -0.16568868D+05    0.0023329    0.0000001    673.039   808.961    EM
    17 -0.16568866D+05    0.0017370    0.0000001    672.702   809.298    EM
    18 -0.16568865D+05    0.0013223    0.0000001    672.390   809.610    EM
    19 -0.16568864D+05    0.0010270    0.0000001    672.098   809.902    EM
    20 -0.16568863D+05    0.0008129    0.0000000    671.826   810.174    EM
    21 -0.16568862D+05    0.0006553    0.0000000    671.571   810.429    EM
    22 -0.16568862D+05    0.0005375    0.0000000    671.332   810.668    EM
    23 -0.16568861D+05    0.0004482    0.0000000    671.107   810.893    EM
    24 -0.16568861D+05    0.0003793    0.0000000    670.895   811.105    EM
    25 -0.16568861D+05    0.0003254    0.0000000    670.695   811.305    EM
    26 -0.16568860D+05    0.0002825    0.0000000    670.505   811.495    EM
    27 -0.16568860D+05    0.0002477    0.0000000    670.326   811.674    EM
    28 -0.16568860D+05    0.0002191    0.0000000    670.156   811.844    EM
    29 -0.16568860D+05    0.0001952    0.0000000    669.995   812.005    EM
    30 -0.16568860D+05    0.0001749    0.0000000    669.842   812.158    EM
    31 -0.16568859D+05    0.0001575    0.0000000    669.697   812.303    EM
    32 -0.16568859D+05    0.0001423    0.0000000    669.558   812.442    EM
    33 -0.16568859D+05    0.0001290    0.0000000    669.426   812.574    EM
    34 -0.16568859D+05    0.0001172    0.0000000    669.301   812.699    EM
    35 -0.16568859D+05    0.0001066    0.0000000    669.181   812.819    EM
    36 -0.16568859D+05    0.0000972    0.0000000    669.067   812.933    EM
    37 -0.16568859D+05    0.0000887    0.0000000    668.958   813.042    EM
    38 -0.16568859D+05    0.0000810    0.0000000    668.854   813.146    EM
    39 -0.16568859D+05    0.0000741    0.0000000    668.755   813.245    EM
    40 -0.16568859D+05    0.0000677    0.0000000    668.660   813.340    EM
    41 -0.16568858D+05    0.0004479    0.0000000    667.691   814.309    FS
    42 -0.16568858D+05    0.0001396    0.0000000    667.377   814.623    FS
    43 -0.16568858D+05    0.0000657    0.0000000    667.110   814.890    FS
    44 -0.16568858D+05    0.0000352    0.0000000    666.987   815.013    FS
    45 -0.16568858D+05    0.0000200    0.0000000    666.859   815.141    FS
    46 -0.16568858D+05    0.0000117    0.0000000    666.804   815.196    FS
    47 -0.16568858D+05    0.0000069    0.0000000    666.731   815.269    FS
    48 -0.16568858D+05    0.0000042    0.0000000    666.706   815.294    FS
    49 -0.16568858D+05    0.0000025    0.0000000    666.661   815.339    FS
    50 -0.16568858D+05    0.0000015    0.0000000    666.650   815.350    FS
    51 -0.16568858D+05    0.0000009    0.0000000    666.621   815.379    FS
    52 -0.16568858D+05    0.0000006    0.0000000    666.617   815.383    FS
    53 -0.16568858D+05    0.0000004    0.0000000    666.597   815.403    FS
    54 -0.16568858D+05    0.0000002    0.0000000    666.598   815.402    FS
    55 -0.16568858D+05    0.0000002    0.0000000    666.583   815.417    FS
    56 -0.16568858D+05    0.0000001    0.0000000    666.586   815.414    FS
    57 -0.16568858D+05    0.0000001    0.0000000    666.575   815.425    FS
    58 -0.16568858D+05    0.0000001    0.0000000    666.579   815.421    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


     8 -0.16569475D+05    0.4610407    0.0000278    628.225   853.775    EM
     9 -0.16569265D+05    0.2101066    0.0000127    629.810   852.190    EM
    10 -0.16569161D+05    0.1042524    0.0000063    631.349   850.651    EM
    11 -0.16569103D+05    0.0577821    0.0000035    632.836   849.164    EM
    12 -0.16569067D+05    0.0363528    0.0000022    634.268   847.732    EM
    13 -0.16569041D+05    0.0257547    0.0000016    635.644   846.356    EM
    14 -0.16569021D+05    0.0200013    0.0000012    636.966   845.034    EM
    15 -0.16569005D+05    0.0165137    0.0000010    638.234   843.766    EM
    16 -0.16568990D+05    0.0141483    0.0000009    639.451   842.549    EM
    17 -0.16568978D+05    0.0123860    0.0000007    640.616   841.384    EM
    18 -0.16568967D+05    0.0109996    0.0000007    641.732   840.268    EM
    19 -0.16568957D+05    0.0098433    0.0000006    642.802   839.198    EM
    20 -0.16568948D+05    0.0088562    0.0000005    643.826   838.174    EM
    21 -0.16568940D+05    0.0079962    0.0000005    644.806   837.194    EM
    22 -0.16568933D+05    0.0072388    0.0000004    645.745   836.255    EM
    23 -0.16568927D+05    0.0065661    0.0000004    646.643   835.357    EM
    24 -0.16568921D+05    0.0059650    0.0000004    647.502   834.498    EM
    25 -0.16568915D+05    0.0054255    0.0000003    648.324   833.676    EM
    26 -0.16568910D+05    0.0049395    0.0000003    649.110   832.890    EM
    27 -0.16568906D+05    0.0045007    0.0000003    649.863   832.137    EM
    28 -0.16568902D+05    0.0041036    0.0000002    650.582   831.418    EM
    29 -0.16568898D+05    0.0037436    0.0000002    651.271   830.729    EM
    30 -0.16568894D+05    0.0034168    0.0000002    651.929   830.071    EM
    31 -0.16568891D+05    0.0031198    0.0000002    652.559   829.441    EM
    32 -0.16568889D+05    0.0028497    0.0000002    653.162   828.838    EM
    33 -0.16568886D+05    0.0026037    0.0000002    653.738   828.262    EM
    34 -0.16568884D+05    0.0023797    0.0000001    654.290   827.710    EM
    35 -0.16568881D+05    0.0021754    0.0000001    654.817   827.183    EM
    36 -0.16568879D+05    0.0019892    0.0000001    655.322   826.678    EM
    37 -0.16568878D+05    0.0018192    0.0000001    655.805   826.195    EM
    38 -0.16568876D+05    0.0016641    0.0000001    656.266   825.734    EM
    39 -0.16568874D+05    0.0015224    0.0000001    656.708   825.292    EM
    40 -0.16568873D+05    0.0013930    0.0000001    657.131   824.869    EM
    41 -0.16568864D+05    0.0093262    0.0000006    661.565   820.435    FS
    42 -0.16568861D+05    0.0028043    0.0000002    662.974   819.026    FS
    43 -0.16568860D+05    0.0013164    0.0000001    664.155   817.845    FS
    44 -0.16568859D+05    0.0007041    0.0000000    664.700   817.300    FS
    45 -0.16568858D+05    0.0003995    0.0000000    665.264   816.736    FS
    46 -0.16568858D+05    0.0002333    0.0000000    665.511   816.489    FS
    47 -0.16568858D+05    0.0001382    0.0000000    665.832   816.168    FS
    48 -0.16568858D+05    0.0000828    0.0000000    665.947   816.053    FS
    49 -0.16568858D+05    0.0000499    0.0000000    666.145   815.855    FS
    50 -0.16568858D+05    0.0000305    0.0000000    666.195   815.805    FS
    51 -0.16568858D+05    0.0000187    0.0000000    666.325   815.675    FS
    52 -0.16568858D+05    0.0000117    0.0000000    666.340   815.660    FS
    53 -0.16568858D+05    0.0000074    0.0000000    666.430   815.570    FS
    54 -0.16568858D+05    0.0000049    0.0000000    666.426   815.574    FS
    55 -0.16568858D+05    0.0000032    0.0000000    666.490   815.510    FS
    56 -0.16568858D+05    0.0000022    0.0000000    666.478   815.522    FS
    57 -0.16568858D+05    0.0000016    0.0000000    666.526   815.474    FS
    58 -0.16568858D+05    0.0000012    0.0000000    666.510   815.490    FS
    59 -0.16568858D+05    0.0000009    0.0000000    666.546   815.454    FS
    60 -0.16568858D+05    0.0000007    0.0000000    666.529   815.471    FS
    61 -0.16568858D+05    0.0000006    0.0000000    666.558   815.442    FS
    62 -0.16568858D+05    0.0000005    0.0000000    666.541   815.459    FS
    63 -0.16568858D+05    0.0000004    0.0000000    666.564   815.436    FS
    64 -0.16568858D+05    0.0000003    0.0000000    666.549   815.451    FS
    65 -0.16568858D+05    0.0000003    0.0000000    666.568   815.432    FS
    66 -0.16568858D+05    0.0000002    0.0000000    666.553   815.447    FS
    67 -0.16568858D+05    0.0000002    0.0000000    666.569   815.431    FS
    68 -0.16568858D+05    0.0000002    0.0000000    666.557   815.443    FS
    69 -0.16568858D+05    0.0000001    0.0000000    666.570   815.430    FS
    70 -0.16568858D+05    0.0000001    0.0000000    666.559   815.441    FS
    71 -0.16568858D+05    0.0000001    0.0000000    666.570   815.430    FS
    72 -0.16568858D+05    0.0000001    0.0000000    666.560   815.440    FS
    73 -0.16568858D+05    0.0000001    0.0000000    666.570   815.430    FS
    74 -0.16568858D+05    0.0000001    0.0000000    666.562   815.438    FS
    75 -0.16568858D+05    0.0000001    0.0000000    666.570   815.430    FS
    76 -0.16568858D+05    0.0000000    0.0000000    666.562   815.438    FS
    77 -0.16568858D+05    0.0000000    0.0000000    666.569   815.431    FS
    78 -0.16568858D+05    0.0000000    0.0000000    666.563   815.437    FS


     Beginning Time:  22:58:17
        Ending Time:  22:58:18
       Elapsed Time:  00:00:01



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