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

INPUT INSTRUCTIONS

  TITLE:
          penn2

         2-class no covariates invariant Psi invariant 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;

  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;

          %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




penn2

2-class no covariates invariant Psi invariant 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                                 500
  Convergence criteria
    Loglikelihood change                                 0.100D-06
    Relative loglikelihood change                        0.100D-06
    Derivative                                           0.100D-05
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-05
  Basis for M step termination                           ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-05
  Basis for M step termination                           ITERATION
  Maximum value for logit thresholds                            15
  Minimum value for logit thresholds                           -15
  Minimum expected cell size for chi-square              0.100D-01
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:

          -16692.790  93468            3
          -16692.790  unperturbed      0



THE MODEL ESTIMATION TERMINATED NORMALLY



TESTS OF MODEL FIT

Loglikelihood

          H0 Value                      -16692.790
          H0 Scaling Correction Factor       1.352
            for MLR

Information Criteria

          Number of Free Parameters             12
          Akaike (AIC)                   33409.579
          Bayesian (BIC)                 33473.193
          Sample-Size Adjusted BIC       33435.073
            (n* = (n + 2) / 24)



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

    Latent
   Classes

       1        369.54654          0.24936
       2       1112.45346          0.75064


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

    Latent
   Classes

       1        369.54696          0.24936
       2       1112.45304          0.75064


CLASSIFICATION QUALITY

     Entropy                         0.645


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP

Class Counts and Proportions

    Latent
   Classes

       1              334          0.22537
       2             1148          0.77463


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

           1        2

    1   0.816    0.184
    2   0.085    0.915


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          -1.062      0.825     -1.288      0.198

 Means
    INTERCPT          45.134      0.576     78.420      0.000
    SLOPE              0.226      0.260      0.870      0.384

 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          59.630      4.008     14.878      0.000
    SLOPE              0.022      0.279      0.079      0.937

 Residual Variances
    MATH7             13.647      1.316     10.374      0.000
    MATH8             13.439      1.060     12.676      0.000
    MATH9             17.050      1.302     13.091      0.000
    MATH10            26.191      2.711      9.661      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          -1.062      0.825     -1.288      0.198

 Means
    INTERCPT          53.846      0.469    114.801      0.000
    SLOPE              3.189      0.065     48.786      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          59.630      4.008     14.878      0.000
    SLOPE              0.022      0.279      0.079      0.937

 Residual Variances
    MATH7             13.647      1.316     10.374      0.000
    MATH8             13.439      1.060     12.676      0.000
    MATH9             17.050      1.302     13.091      0.000
    MATH10            26.191      2.711      9.661      0.000

Categorical Latent Variables

 Means
    C#1               -1.102      0.164     -6.704      0.000


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.279E-03
       (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              1
 MATH8              0             2
 MATH9              0             0             3
 MATH10             0             0             0             4


           ALPHA
              INTERCPT      SLOPE
              ________      ________
 1                 10            11


           BETA
              INTERCPT      SLOPE
              ________      ________
 INTERCPT           0             0
 SLOPE              0             0


           PSI
              INTERCPT      SLOPE
              ________      ________
 INTERCPT           7
 SLOPE              8             9


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C#1           C#2
              ________      ________
 1                 12             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 -0.16729358D+05  911.3530281    0.0516619    674.485   807.515    EM
     3 -0.16724391D+05    4.9671391    0.0002969    648.969   833.031    EM
     4 -0.16720967D+05    3.4236808    0.0002047    626.462   855.538    EM
     5 -0.16718205D+05    2.7623112    0.0001652    606.168   875.832    EM
     6 -0.16715762D+05    2.4434234    0.0001462    587.594   894.406    EM
     7 -0.16713468D+05    2.2939414    0.0001372    570.395   911.605    EM
     8 -0.16711242D+05    2.2254988    0.0001332    554.336   927.664    EM
     9 -0.16709061D+05    2.1813423    0.0001305    539.263   942.737    EM
    10 -0.16706938D+05    2.1225730    0.0001270    525.083   956.917    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21606584D+05    0.0000000    0.0000000    596.537   885.463    EM
     2 -0.16736235D+05 4870.3486491    0.2254104    601.464   880.536    EM
     3 -0.16728051D+05    8.1847687    0.0004890    604.670   877.330    EM
     4 -0.16725015D+05    3.0356170    0.0001815    607.049   874.951    EM
     5 -0.16723516D+05    1.4992032    0.0000896    608.874   873.126    EM
     6 -0.16722635D+05    0.8808137    0.0000527    610.295   871.705    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18850645D+05    0.0000000    0.0000000     35.760  1446.240    EM
     2 -0.16743257D+05 2107.3872576    0.1117939     32.879  1449.121    EM
     3 -0.16735591D+05    7.6667910    0.0004579     36.486  1445.514    EM
     4 -0.16732963D+05    2.6276411    0.0001570     41.856  1440.144    EM
     5 -0.16731135D+05    1.8280641    0.0001092     47.991  1434.009    EM
     6 -0.16729605D+05    1.5296146    0.0000914     54.562  1427.438    EM
     7 -0.16728236D+05    1.3696383    0.0000819     61.455  1420.545    EM
     8 -0.16726941D+05    1.2950291    0.0000774     68.654  1413.346    EM
     9 -0.16725662D+05    1.2787756    0.0000765     76.181  1405.819    EM
    10 -0.16724363D+05    1.2984760    0.0000776     84.064  1397.936    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21909503D+05    0.0000000    0.0000000     97.156  1384.844    EM
     2 -0.16746567D+05 5162.9360354    0.2356483     96.705  1385.295    EM
     3 -0.16730436D+05   16.1306540    0.0009632    105.173  1376.827    EM
     4 -0.16724383D+05    6.0532585    0.0003618    115.674  1366.326    EM
     5 -0.16720232D+05    4.1506216    0.0002482    126.960  1355.040    EM
     6 -0.16717004D+05    3.2280574    0.0001931    138.544  1343.456    EM
     7 -0.16714394D+05    2.6105447    0.0001562    150.205  1331.795    EM
     8 -0.16712180D+05    2.2131044    0.0001324    161.840  1320.160    EM
     9 -0.16710209D+05    1.9718535    0.0001180    173.384  1308.616    EM
    10 -0.16708393D+05    1.8156850    0.0001087    184.772  1297.228    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.28899530D+05    0.0000000    0.0000000   1212.745   269.255    EM
     2 -0.16796358D+05 ************    0.4188017   1199.593   282.407    EM
     3 -0.16764626D+05   31.7323791    0.0018892   1191.685   290.315    EM
     4 -0.16754852D+05    9.7742542    0.0005830   1185.993   296.007    EM
     5 -0.16750425D+05    4.4266701    0.0002642   1181.630   300.370    EM
     6 -0.16747998D+05    2.4268770    0.0001449   1178.148   303.852    EM
     7 -0.16746503D+05    1.4947102    0.0000892   1175.288   306.712    EM
     8 -0.16745507D+05    0.9961425    0.0000595   1172.889   309.111    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17978405D+05    0.0000000    0.0000000   1021.253   460.747    EM
     2 -0.16758058D+05 1220.3469930    0.0678785    999.663   482.337    EM
     3 -0.16750876D+05    7.1823197    0.0004286    981.209   500.791    EM
     4 -0.16747135D+05    3.7403672    0.0002233    964.813   517.187    EM
     5 -0.16744856D+05    2.2789470    0.0001361    949.802   532.198    EM
     6 -0.16743305D+05    1.5512354    0.0000926    935.760   546.240    EM
     7 -0.16742152D+05    1.1534627    0.0000689    922.409   559.591    EM
     8 -0.16741227D+05    0.9247618    0.0000552    909.555   572.445    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.25886395D+05    0.0000000    0.0000000   1481.386     0.614    EM
     2 -0.16741642D+05 9144.7530615    0.3532648   1481.477     0.523    EM
     3 -0.16741600D+05    0.0421693    0.0000025   1481.526     0.474    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.29098499D+05    0.0000000    0.0000000    117.655  1364.345    EM
     2 -0.16737260D+05 ************    0.4248067    114.335  1367.665    EM
     3 -0.16735702D+05    1.5585346    0.0000931    110.376  1371.624    EM
     4 -0.16734985D+05    0.7169695    0.0000428    106.629  1375.371    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21336850D+05    0.0000000    0.0000000   1002.133   479.867    EM
     2 -0.16797530D+05 4539.3202889    0.2127456    987.023   494.977    EM
     3 -0.16764649D+05   32.8802684    0.0019574    991.976   490.024    EM
     4 -0.16753748D+05   10.9018479    0.0006503    998.108   483.892    EM
     5 -0.16748392D+05    5.3552703    0.0003196   1003.986   478.014    EM
     6 -0.16745325D+05    3.0674278    0.0001831   1009.404   472.596    EM
     7 -0.16743396D+05    1.9287117    0.0001152   1014.320   467.680    EM
     8 -0.16742098D+05    1.2981578    0.0000775   1018.737   463.263    EM
     9 -0.16741175D+05    0.9228552    0.0000551   1022.680   459.320    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.29451496D+05    0.0000000    0.0000000     77.724  1404.276    EM
     2 -0.16746570D+05 ************    0.4313848     76.831  1405.169    EM
     3 -0.16743991D+05    2.5789228    0.0001540     76.666  1405.334    EM
     4 -0.16742697D+05    1.2941289    0.0000773     76.920  1405.080    EM
     5 -0.16741789D+05    0.9074982    0.0000542     77.565  1404.435    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.32895292D+05    0.0000000    0.0000000   1058.367   423.633    EM
     2 -0.16798076D+05 ************    0.4893471   1020.545   461.455    EM
     3 -0.16763003D+05   35.0728462    0.0020879    992.613   489.387    EM
     4 -0.16752141D+05   10.8618783    0.0006480    969.494   512.506    EM
     5 -0.16747088D+05    5.0531480    0.0003016    949.268   532.732    EM
     6 -0.16744175D+05    2.9132143    0.0001740    930.943   551.057    EM
     7 -0.16742232D+05    1.9426793    0.0001160    913.934   568.066    EM
     8 -0.16740783D+05    1.4489273    0.0000865    897.867   584.133    EM
     9 -0.16739599D+05    1.1836498    0.0000707    882.488   599.512    EM
    10 -0.16738558D+05    1.0412561    0.0000622    867.617   614.383    EM


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


    10 -0.16706938D+05    2.1225730    0.0001270    525.083   956.917    EM
    11 -0.16704911D+05    2.0268219    0.0001213    511.747   970.253    EM
    12 -0.16703024D+05    1.8869429    0.0001130    499.238   982.762    EM
    13 -0.16701317D+05    1.7079210    0.0001023    487.553   994.447    EM
    14 -0.16699814D+05    1.5027059    0.0000900    476.695  1005.305    EM
    15 -0.16698526D+05    1.2877078    0.0000771    466.664  1015.336    EM
    16 -0.16697447D+05    1.0791940    0.0000646    457.451  1024.549    EM
    17 -0.16696558D+05    0.8891069    0.0000532    449.031  1032.969    EM
    18 -0.16695834D+05    0.7238772    0.0000434    441.371  1040.629    EM
    19 -0.16695249D+05    0.5851349    0.0000350    434.425  1047.575    EM
    20 -0.16694778D+05    0.4711363    0.0000282    428.144  1053.856    EM
    21 -0.16694399D+05    0.3788932    0.0000227    422.476  1059.524    EM
    22 -0.16694094D+05    0.3047515    0.0000183    417.365  1064.635    EM
    23 -0.16693849D+05    0.2453372    0.0000147    412.763  1069.237    EM
    24 -0.16693651D+05    0.1978136    0.0000118    408.617  1073.383    EM
    25 -0.16693491D+05    0.1597701    0.0000096    404.885  1077.115    EM
    26 -0.16693362D+05    0.1292716    0.0000077    401.523  1080.477    EM
    27 -0.16693257D+05    0.1047820    0.0000063    398.494  1083.506    EM
    28 -0.16693172D+05    0.0850895    0.0000051    395.764  1086.236    EM
    29 -0.16693103D+05    0.0692062    0.0000041    393.302  1088.698    EM
    30 -0.16693046D+05    0.0563822    0.0000034    391.080  1090.920    EM
    31 -0.16693000D+05    0.0460030    0.0000028    389.074  1092.926    EM
    32 -0.16692963D+05    0.0375875    0.0000023    387.261  1094.739    EM
    33 -0.16692932D+05    0.0307521    0.0000018    385.623  1096.377    EM
    34 -0.16692907D+05    0.0251914    0.0000015    384.140  1097.860    EM
    35 -0.16692816D+05    0.0907636    0.0000054    374.499  1107.501    FS
    36 -0.16692797D+05    0.0193376    0.0000012    372.978  1109.022    FS
    37 -0.16692792D+05    0.0047629    0.0000003    370.431  1111.569    FS
    38 -0.16692791D+05    0.0013854    0.0000001    370.537  1111.463    FS
    39 -0.16692790D+05    0.0004849    0.0000000    369.656  1112.344    FS
    40 -0.16692790D+05    0.0001977    0.0000000    369.892  1112.108    FS
    41 -0.16692790D+05    0.0000900    0.0000000    369.530  1112.470    FS
    42 -0.16692790D+05    0.0000430    0.0000000    369.689  1112.311    FS
    43 -0.16692790D+05    0.0000212    0.0000000    369.523  1112.477    FS
    44 -0.16692790D+05    0.0000105    0.0000000    369.613  1112.387    FS
    45 -0.16692790D+05    0.0000053    0.0000000    369.532  1112.468    FS
    46 -0.16692790D+05    0.0000026    0.0000000    369.580  1112.420    FS
    47 -0.16692790D+05    0.0000013    0.0000000    369.540  1112.460    FS
    48 -0.16692790D+05    0.0000007    0.0000000    369.564  1112.436    FS
    49 -0.16692790D+05    0.0000003    0.0000000    369.544  1112.456    FS
    50 -0.16692790D+05    0.0000002    0.0000000    369.557  1112.443    FS
    51 -0.16692790D+05    0.0000001    0.0000000    369.547  1112.453    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


    10 -0.16708393D+05    1.8156850    0.0001087    184.772  1297.228    EM
    11 -0.16706700D+05    1.6924746    0.0001013    195.927  1286.073    EM
    12 -0.16705126D+05    1.5740842    0.0000942    206.773  1275.227    EM
    13 -0.16703677D+05    1.4498879    0.0000868    217.238  1264.762    EM
    14 -0.16702357D+05    1.3195749    0.0000790    227.265  1254.735    EM
    15 -0.16701170D+05    1.1874070    0.0000711    236.814  1245.186    EM
    16 -0.16700111D+05    1.0586129    0.0000634    245.864  1236.136    EM
    17 -0.16699173D+05    0.9374859    0.0000561    254.411  1227.589    EM
    18 -0.16698347D+05    0.8265360    0.0000495    262.462  1219.538    EM
    19 -0.16697620D+05    0.7267252    0.0000435    270.033  1211.967    EM
    20 -0.16696982D+05    0.6379364    0.0000382    277.142  1204.858    EM
    21 -0.16696423D+05    0.5593786    0.0000335    283.813  1198.187    EM
    22 -0.16695933D+05    0.4900225    0.0000293    290.068  1191.932    EM
    23 -0.16695504D+05    0.4288142    0.0000257    295.927  1186.073    EM
    24 -0.16695129D+05    0.3747519    0.0000224    301.413  1180.587    EM
    25 -0.16694802D+05    0.3269963    0.0000196    306.544  1175.456    EM
    26 -0.16694517D+05    0.2848110    0.0000171    311.338  1170.662    EM
    27 -0.16694270D+05    0.2474939    0.0000148    315.813  1166.187    EM
    28 -0.16694055D+05    0.2145899    0.0000129    319.986  1162.014    EM
    29 -0.16693870D+05    0.1856329    0.0000111    323.871  1158.129    EM
    30 -0.16693710D+05    0.1601829    0.0000096    327.485  1154.515    EM
    31 -0.16693572D+05    0.1378791    0.0000083    330.843  1151.157    EM
    32 -0.16693453D+05    0.1183841    0.0000071    333.958  1148.042    EM
    33 -0.16693352D+05    0.1014064    0.0000061    336.845  1145.155    EM
    34 -0.16693265D+05    0.0866702    0.0000052    339.517  1142.483    EM
    35 -0.16693191D+05    0.0739054    0.0000044    341.988  1140.012    EM
    36 -0.16692893D+05    0.2978877    0.0000178    359.957  1122.043    FS
    37 -0.16692820D+05    0.0731956    0.0000044    362.410  1119.590    FS
    38 -0.16692800D+05    0.0197343    0.0000012    367.916  1114.084    FS
    39 -0.16692794D+05    0.0063826    0.0000004    367.393  1114.607    FS
    40 -0.16692792D+05    0.0023949    0.0000001    369.407  1112.593    FS
    41 -0.16692791D+05    0.0010461    0.0000001    368.773  1113.227    FS
    42 -0.16692790D+05    0.0004840    0.0000000    369.626  1112.374    FS
    43 -0.16692790D+05    0.0002370    0.0000000    369.225  1112.775    FS
    44 -0.16692790D+05    0.0001167    0.0000000    369.621  1112.379    FS
    45 -0.16692790D+05    0.0000585    0.0000000    369.400  1112.600    FS
    46 -0.16692790D+05    0.0000293    0.0000000    369.593  1112.407    FS
    47 -0.16692790D+05    0.0000147    0.0000000    369.477  1112.523    FS
    48 -0.16692790D+05    0.0000074    0.0000000    369.574  1112.426    FS
    49 -0.16692790D+05    0.0000037    0.0000000    369.513  1112.487    FS
    50 -0.16692790D+05    0.0000019    0.0000000    369.562  1112.438    FS
    51 -0.16692790D+05    0.0000009    0.0000000    369.531  1112.469    FS
    52 -0.16692790D+05    0.0000005    0.0000000    369.556  1112.444    FS
    53 -0.16692790D+05    0.0000002    0.0000000    369.540  1112.460    FS
    54 -0.16692790D+05    0.0000001    0.0000000    369.553  1112.447    FS
    55 -0.16692790D+05    0.0000001    0.0000000    369.545  1112.455    FS
    56 -0.16692790D+05    0.0000000    0.0000000    369.551  1112.449    FS


     Beginning Time:  22:58:15
        Ending Time:  22:58:15
       Elapsed Time:  00:00:00



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