Mplus VERSION 7
MUTHEN & MUTHEN
09/22/2012  10:58 PM

INPUT INSTRUCTIONS

  TITLE:	this is an example of a LCA with unordered
  	categorical latent class indicators using
  	automatic starting values with random
  	starts
  DATA:	FILE IS ex7.7.dat;
  VARIABLE:	NAMES ARE u1-u4 c;
  	USEVARIABLES ARE u1-u4;
  	CLASSES = c (2);
  	NOMINAL = u1-u4;
  ANALYSIS:	TYPE = MIXTURE;
  OUTPUT:	TECH1 TECH8;



INPUT READING TERMINATED NORMALLY



this is an example of a LCA with unordered
categorical latent class indicators using
automatic starting values with random
starts

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        5000

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

Observed dependent variables

  Unordered categorical (nominal)
   U1          U2          U3          U4

Categorical latent variables
   C


Estimator                                                      MLR
Information matrix                                        OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
  Maximum number of iterations                                 100
  Convergence criterion                                  0.100D-05
Optimization Specifications for the EM Algorithm
  Maximum number of iterations                                 500
  Convergence criteria
    Loglikelihood change                                 0.100D-06
    Relative loglikelihood change                        0.100D-06
    Derivative                                           0.100D-05
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-05
  Basis for M step termination                           ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-05
  Basis for M step termination                           ITERATION
  Maximum value for logit thresholds                            15
  Minimum value for logit thresholds                           -15
  Minimum expected cell size for chi-square              0.100D-01
Optimization algorithm                                         EMA
Random Starts Specifications
  Number of initial stage random starts                         20
  Number of final stage optimizations                            4
  Number of initial stage iterations                            10
  Initial stage convergence criterion                    0.100D+01
  Random starts scale                                    0.500D+01
  Random seed for generating random starts                       0

Input data file(s)
  ex7.7.dat
Input data format  FREE


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:

          -21408.482  415931           10
          -21408.482  107446           12
          -21408.482  127215           9
          -21408.482  533738           11



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


THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                       17

Loglikelihood

          H0 Value                      -21408.482
          H0 Scaling Correction Factor      1.0946
            for MLR

Information Criteria

          Akaike (AIC)                   42850.964
          Bayesian (BIC)                 42961.756
          Sample-Size Adjusted BIC       42907.736
            (n* = (n + 2) / 24)



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

    Latent
   Classes

       1       3713.04544          0.74261
       2       1286.95456          0.25739


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

    Latent
   Classes

       1       3713.04544          0.74261
       2       1286.95456          0.25739


CLASSIFICATION QUALITY

     Entropy                         0.343


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP

Class Counts and Proportions

    Latent
   Classes

       1             4317          0.86340
       2              683          0.13660


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

           1        2

    1   0.794    0.206
    2   0.416    0.584


MODEL RESULTS

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

Latent Class 1

 Means
    U1#1              -0.379      0.162     -2.336      0.019
    U1#2               0.145      0.167      0.867      0.386
    U2#1              -0.498      0.287     -1.735      0.083
    U2#2               0.071      0.275      0.256      0.798
    U3#1               0.145      0.168      0.861      0.389
    U3#2               0.619      0.169      3.670      0.000
    U4#1               0.196      0.156      1.254      0.210
    U4#2               0.640      0.144      4.442      0.000

Latent Class 2

 Means
    U1#1               0.967      0.963      1.004      0.315
    U1#2               1.408      0.882      1.596      0.110
    U2#1               2.353      3.919      0.600      0.548
    U2#2               2.838      3.878      0.732      0.464
    U3#1              -0.772      0.487     -1.584      0.113
    U3#2              -0.043      0.236     -0.182      0.856
    U4#1              -0.682      0.424     -1.608      0.108
    U4#2              -0.161      0.416     -0.387      0.699

Categorical Latent Variables

 Means
    C#1                1.060      1.193      0.888      0.374


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.443E-04
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR LATENT CLASS 1


     PARAMETER SPECIFICATION FOR LATENT CLASS 2


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


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


     PARAMETER SPECIFICATION FOR THE CENSORED/NOMINAL/COUNT MODEL PART


           NU(P) FOR LATENT CLASS 1
              U1#1          U1#2          U2#1          U2#2          U3#1
              ________      ________      ________      ________      ________
 1                  2             3             4             5             6


           NU(P) FOR LATENT CLASS 1
              U3#2          U4#1          U4#2
              ________      ________      ________
 1                  7             8             9


           NU(P) FOR LATENT CLASS 2
              U1#1          U1#2          U2#1          U2#2          U3#1
              ________      ________      ________      ________      ________
 1                 10            11            12            13            14


           NU(P) FOR LATENT CLASS 2
              U3#2          U4#1          U4#2
              ________      ________      ________
 1                 15            16            17


     STARTING VALUES FOR LATENT CLASS 1


     STARTING VALUES FOR LATENT CLASS 2


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


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


     STARTING VALUES FOR THE CENSORED/NOMINAL/COUNT MODEL PART


           NU(P) FOR LATENT CLASS 1
              U1#1          U1#2          U2#1          U2#2          U3#1
              ________      ________      ________      ________      ________
 1             -0.101         0.397        -0.084         0.455        -0.103


           NU(P) FOR LATENT CLASS 1
              U3#2          U4#1          U4#2
              ________      ________      ________
 1              0.425        -0.053         0.407


           NU(P) FOR LATENT CLASS 2
              U1#1          U1#2          U2#1          U2#2          U3#1
              ________      ________      ________      ________      ________
 1              0.899         1.397         0.916         1.455         0.897


           NU(P) FOR LATENT CLASS 2
              U3#2          U4#1          U4#2
              ________      ________      ________
 1              1.425         0.947         1.407


TECHNICAL 8 OUTPUT


  INITIAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21796805D+05    0.0000000    0.0000000   2851.865  2148.135    EM
     2 -0.21468322D+05  328.4823638    0.0150702   2862.933  2137.067    EM
     3 -0.21460835D+05    7.4877277    0.0003488   2870.435  2129.565    EM
     4 -0.21456199D+05    4.6352647    0.0002160   2875.763  2124.237    EM
     5 -0.21453094D+05    3.1049645    0.0001447   2879.667  2120.333    EM
     6 -0.21450874D+05    2.2200024    0.0001035   2882.580  2117.420    EM
     7 -0.21449190D+05    1.6841541    0.0000785   2884.766  2115.234    EM
     8 -0.21447836D+05    1.3540639    0.0000631   2886.393  2113.607    EM
     9 -0.21446681D+05    1.1551726    0.0000539   2887.565  2112.435    EM
    10 -0.21445634D+05    1.0467412    0.0000488   2888.349  2111.651    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.29726295D+05    0.0000000    0.0000000   3714.826  1285.174    EM
     2 -0.21585326D+05 8140.9689033    0.2738642   3753.910  1246.090    EM
     3 -0.21467030D+05  118.2961634    0.0054804   3761.857  1238.143    EM
     4 -0.21447467D+05   19.5635141    0.0009113   3763.466  1236.534    EM
     5 -0.21443333D+05    4.1334461    0.0001927   3763.816  1236.184    EM
     6 -0.21442402D+05    0.9314558    0.0000434   3763.954  1236.046    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.38013361D+05    0.0000000    0.0000000    930.480  4069.520    EM
     2 -0.21569961D+05 ************    0.4325690    830.308  4169.692    EM
     3 -0.21478236D+05   91.7248181    0.0042524    789.034  4210.966    EM
     4 -0.21456608D+05   21.6277098    0.0010070    766.871  4233.129    EM
     5 -0.21448653D+05    7.9551441    0.0003708    753.002  4246.998    EM
     6 -0.21445056D+05    3.5969994    0.0001677    743.350  4256.650    EM
     7 -0.21443220D+05    1.8366076    0.0000856    736.070  4263.930    EM
     8 -0.21442195D+05    1.0240569    0.0000478    730.227  4269.773    EM
     9 -0.21441578D+05    0.6171890    0.0000288    725.304  4274.696    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.30253052D+05    0.0000000    0.0000000   1517.764  3482.236    EM
     2 -0.21674543D+05 8578.5095441    0.2835585   1399.563  3600.437    EM
     3 -0.21522576D+05  151.9668711    0.0070113   1340.329  3659.671    EM
     4 -0.21484335D+05   38.2409630    0.0017768   1305.066  3694.934    EM
     5 -0.21468544D+05   15.7910891    0.0007350   1282.070  3717.930    EM
     6 -0.21460280D+05    8.2641553    0.0003849   1266.258  3733.742    EM
     7 -0.21455349D+05    4.9303738    0.0002297   1255.005  3744.995    EM
     8 -0.21452169D+05    3.1805473    0.0001482   1246.798  3753.202    EM
     9 -0.21450014D+05    2.1548994    0.0001005   1240.692  3759.308    EM
    10 -0.21448506D+05    1.5074206    0.0000703   1236.071  3763.929    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.35167116D+05    0.0000000    0.0000000   3974.203  1025.797    EM
     2 -0.21632592D+05 ************    0.3848631   4088.603   911.397    EM
     3 -0.21500246D+05  132.3462271    0.0061179   4136.652   863.348    EM
     4 -0.21468259D+05   31.9870686    0.0014878   4161.936   838.064    EM
     5 -0.21455029D+05   13.2298607    0.0006163   4176.554   823.446    EM
     6 -0.21447653D+05    7.3758698    0.0003438   4185.097   814.903    EM
     7 -0.21442606D+05    5.0463488    0.0002353   4189.683   810.317    EM
     8 -0.21438618D+05    3.9889068    0.0001860   4191.445   808.555    EM
     9 -0.21435157D+05    3.4607463    0.0001614   4191.074   808.926    EM
    10 -0.21432000D+05    3.1564767    0.0001473   4189.059   810.941    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.35807028D+05    0.0000000    0.0000000   2325.100  2674.900    EM
     2 -0.21729275D+05 ************    0.3931561   2286.029  2713.971    EM
     3 -0.21539558D+05  189.7164681    0.0087309   2266.588  2733.412    EM
     4 -0.21491728D+05   47.8306592    0.0022206   2255.373  2744.627    EM
     5 -0.21472580D+05   19.1474134    0.0008909   2248.252  2751.748    EM
     6 -0.21462931D+05    9.6490438    0.0004494   2243.444  2756.556    EM
     7 -0.21457326D+05    5.6047119    0.0002611   2240.071  2759.929    EM
     8 -0.21453731D+05    3.5958629    0.0001676   2237.651  2762.349    EM
     9 -0.21451240D+05    2.4903873    0.0001161   2235.901  2764.099    EM
    10 -0.21449402D+05    1.8381389    0.0000857   2234.645  2765.355    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.36548283D+05    0.0000000    0.0000000   1742.733  3257.267    EM
     2 -0.21664150D+05 ************    0.4072457   1574.136  3425.864    EM
     3 -0.21531305D+05  132.8448038    0.0061320   1486.551  3513.449    EM
     4 -0.21491150D+05   40.1557354    0.0018650   1432.714  3567.286    EM
     5 -0.21472964D+05   18.1859464    0.0008462   1396.804  3603.196    EM
     6 -0.21463031D+05    9.9324819    0.0004626   1371.698  3628.302    EM
     7 -0.21457007D+05    6.0242706    0.0002807   1353.609  3646.391    EM
     8 -0.21453104D+05    3.9028027    0.0001819   1340.311  3659.689    EM
     9 -0.21450459D+05    2.6448436    0.0001233   1330.400  3669.600    EM
    10 -0.21448607D+05    1.8520414    0.0000863   1322.945  3677.055    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.35839076D+05    0.0000000    0.0000000   3758.583  1241.417    EM
     2 -0.21610970D+05 ************    0.3969998   3881.581  1118.419    EM
     3 -0.21503153D+05  107.8169229    0.0049890   3936.643  1063.357    EM
     4 -0.21473935D+05   29.2175243    0.0013588   3967.949  1032.051    EM
     5 -0.21461762D+05   12.1729351    0.0005669   3988.149  1011.851    EM
     6 -0.21455498D+05    6.2642370    0.0002919   4002.256   997.744    EM
     7 -0.21451823D+05    3.6745988    0.0001713   4012.657   987.343    EM
     8 -0.21449452D+05    2.3714054    0.0001105   4020.631   979.369    EM
     9 -0.21447795D+05    1.6571338    0.0000773   4026.924   973.076    EM
    10 -0.21446548D+05    1.2463736    0.0000581   4031.995   968.005    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.29611272D+05    0.0000000    0.0000000   3237.221  1762.779    EM
     2 -0.21656134D+05 7955.1381465    0.2686524   3265.396  1734.604    EM
     3 -0.21518524D+05  137.6101248    0.0063543   3278.984  1721.016    EM
     4 -0.21481098D+05   37.4254182    0.0017392   3286.574  1713.426    EM
     5 -0.21465520D+05   15.5783699    0.0007252   3291.182  1708.818    EM
     6 -0.21457390D+05    8.1304176    0.0003788   3294.089  1705.911    EM
     7 -0.21452468D+05    4.9213688    0.0002294   3295.919  1704.081    EM
     8 -0.21449147D+05    3.3217862    0.0001548   3297.001  1702.999    EM
     9 -0.21446707D+05    2.4397763    0.0001137   3297.526  1702.474    EM
    10 -0.21444792D+05    1.9144295    0.0000893   3297.604  1702.396    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.40322680D+05    0.0000000    0.0000000   1389.768  3610.232    EM
     2 -0.21548203D+05 ************    0.4656059   1348.966  3651.034    EM
     3 -0.21465755D+05   82.4479427    0.0038262   1331.445  3668.555    EM
     4 -0.21440643D+05   25.1121286    0.0011699   1323.656  3676.344    EM
     5 -0.21429395D+05   11.2482245    0.0005246   1320.658  3679.342    EM
     6 -0.21423175D+05    6.2198760    0.0002902   1320.221  3679.779    EM
     7 -0.21419296D+05    3.8789935    0.0001811   1321.181  3678.819    EM
     8 -0.21416715D+05    2.5807350    0.0001205   1322.878  3677.122    EM
     9 -0.21414945D+05    1.7702812    0.0000827   1324.924  3675.076    EM
    10 -0.21413717D+05    1.2278825    0.0000573   1327.093  3672.907    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.40154914D+05    0.0000000    0.0000000   3221.026  1778.974    EM
     2 -0.21644486D+05 ************    0.4609754   3289.405  1710.595    EM
     3 -0.21497906D+05  146.5799618    0.0067722   3320.477  1679.523    EM
     4 -0.21457311D+05   40.5949495    0.0018883   3336.026  1663.974    EM
     5 -0.21439625D+05   17.6859024    0.0008242   3343.874  1656.126    EM
     6 -0.21429862D+05    9.7625346    0.0004554   3347.484  1652.516    EM
     7 -0.21423688D+05    6.1738774    0.0002881   3348.654  1651.346    EM
     8 -0.21419474D+05    4.2142229    0.0001967   3348.423  1651.577    EM
     9 -0.21416482D+05    2.9921225    0.0001397   3347.427  1652.573    EM
    10 -0.21414321D+05    2.1613701    0.0001009   3346.067  1653.933    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.36042880D+05    0.0000000    0.0000000   1317.355  3682.645    EM
     2 -0.21597223D+05 ************    0.4007909   1176.742  3823.258    EM
     3 -0.21487662D+05  109.5608655    0.0050729   1113.356  3886.644    EM
     4 -0.21458825D+05   28.8372676    0.0013420   1076.940  3923.060    EM
     5 -0.21446668D+05   12.1569652    0.0005665   1053.353  3946.647    EM
     6 -0.21440069D+05    6.5993804    0.0003077   1037.006  3962.994    EM
     7 -0.21435830D+05    4.2383738    0.0001977   1025.217  3974.783    EM
     8 -0.21432760D+05    3.0701902    0.0001432   1016.524  3983.476    EM
     9 -0.21430337D+05    2.4228459    0.0001130   1010.057  3989.943    EM
    10 -0.21428311D+05    2.0267107    0.0000946   1005.259  3994.741    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.33396392D+05    0.0000000    0.0000000   1807.323  3192.677    EM
     2 -0.21499511D+05 ************    0.3562325   1814.159  3185.841    EM
     3 -0.21429560D+05   69.9513385    0.0032536   1815.253  3184.747    EM
     4 -0.21417260D+05   12.2995561    0.0005740   1815.222  3184.778    EM
     5 -0.21414784D+05    2.4766335    0.0001156   1814.946  3185.054    EM
     6 -0.21414265D+05    0.5188723    0.0000242   1814.616  3185.384    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.40562800D+05    0.0000000    0.0000000   3724.787  1275.213    EM
     2 -0.21671412D+05 ************    0.4657319   3910.688  1089.312    EM
     3 -0.21541644D+05  129.7676776    0.0059880   3999.188  1000.812    EM
     4 -0.21497428D+05   44.2161641    0.0020526   4048.114   951.886    EM
     5 -0.21475625D+05   21.8030833    0.0010142   4076.602   923.398    EM
     6 -0.21462776D+05   12.8491378    0.0005983   4093.145   906.855    EM
     7 -0.21454322D+05    8.4541364    0.0003939   4102.174   897.826    EM
     8 -0.21448331D+05    5.9913338    0.0002793   4106.278   893.722    EM
     9 -0.21443866D+05    4.4649405    0.0002082   4107.102   892.898    EM
    10 -0.21440427D+05    3.4381881    0.0001603   4105.761   894.239    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.40974335D+05    0.0000000    0.0000000   3040.865  1959.135    EM
     2 -0.21703460D+05 ************    0.4703158   3059.002  1940.998    EM
     3 -0.21525530D+05  177.9292471    0.0081982   3068.508  1931.492    EM
     4 -0.21482300D+05   43.2301608    0.0020083   3074.376  1925.624    EM
     5 -0.21465643D+05   16.6573962    0.0007754   3078.406  1921.594    EM
     6 -0.21457609D+05    8.0336580    0.0003743   3081.386  1918.614    EM
     7 -0.21453176D+05    4.4330502    0.0002066   3083.710  1916.290    EM
     8 -0.21450498D+05    2.6778612    0.0001248   3085.601  1914.399    EM
     9 -0.21448771D+05    1.7276400    0.0000805   3087.191  1912.809    EM
    10 -0.21447597D+05    1.1731314    0.0000547   3088.564  1911.436    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.36914698D+05    0.0000000    0.0000000   2510.854  2489.146    EM
     2 -0.21622626D+05 ************    0.4142543   2487.925  2512.075    EM
     3 -0.21485421D+05  137.2042757    0.0063454   2479.628  2520.372    EM
     4 -0.21454070D+05   31.3509387    0.0014592   2475.720  2524.280    EM
     5 -0.21443515D+05   10.5550462    0.0004920   2473.504  2526.496    EM
     6 -0.21439289D+05    4.2262771    0.0001971   2472.000  2528.000    EM
     7 -0.21437399D+05    1.8898979    0.0000882   2470.793  2529.207    EM
     8 -0.21436459D+05    0.9404880    0.0000439   2469.692  2530.308    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.33653401D+05    0.0000000    0.0000000   1894.816  3105.184    EM
     2 -0.21706866D+05 ************    0.3549874   1862.243  3137.757    EM
     3 -0.21525638D+05  181.2283675    0.0083489   1845.999  3154.001    EM
     4 -0.21481977D+05   43.6607643    0.0020283   1836.578  3163.422    EM
     5 -0.21465010D+05   16.9672339    0.0007898   1830.582  3169.418    EM
     6 -0.21456633D+05    8.3771851    0.0003903   1826.548  3173.452    EM
     7 -0.21451819D+05    4.8140346    0.0002244   1823.751  3176.249    EM
     8 -0.21448726D+05    3.0923070    0.0001442   1821.796  3178.204    EM
     9 -0.21446552D+05    2.1746968    0.0001014   1820.454  3179.546    EM
    10 -0.21444897D+05    1.6543470    0.0000771   1819.589  3180.411    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.42962565D+05    0.0000000    0.0000000   1230.122  3769.878    EM
     2 -0.21617153D+05 ************    0.4968375   1161.297  3838.703    EM
     3 -0.21500439D+05  116.7135509    0.0053991   1131.564  3868.436    EM
     4 -0.21469507D+05   30.9318181    0.0014387   1116.557  3883.443    EM
     5 -0.21456762D+05   12.7457221    0.0005937   1108.477  3891.523    EM
     6 -0.21450265D+05    6.4969447    0.0003028   1104.080  3895.920    EM
     7 -0.21446529D+05    3.7357133    0.0001742   1101.781  3898.219    EM
     8 -0.21444212D+05    2.3165167    0.0001080   1100.722  3899.278    EM
     9 -0.21442697D+05    1.5155341    0.0000707   1100.409  3899.591    EM
    10 -0.21441659D+05    1.0374172    0.0000484   1100.552  3899.448    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.40087261D+05    0.0000000    0.0000000   2234.165  2765.835    EM
     2 -0.21695053D+05 ************    0.4588043   2161.736  2838.264    EM
     3 -0.21522573D+05  172.4800224    0.0079502   2131.816  2868.184    EM
     4 -0.21477822D+05   44.7507926    0.0020792   2116.658  2883.342    EM
     5 -0.21459478D+05   18.3443386    0.0008541   2108.064  2891.936    EM
     6 -0.21449964D+05    9.5140502    0.0004433   2102.809  2897.191    EM
     7 -0.21444225D+05    5.7386505    0.0002675   2099.387  2900.613    EM
     8 -0.21440364D+05    3.8606040    0.0001800   2097.012  2902.988    EM
     9 -0.21437539D+05    2.8254431    0.0001318   2095.241  2904.759    EM
    10 -0.21435328D+05    2.2112550    0.0001031   2093.812  2906.188    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.37032558D+05    0.0000000    0.0000000   1844.241  3155.759    EM
     2 -0.21669906D+05 ************    0.4148418   1724.447  3275.553    EM
     3 -0.21512849D+05  157.0566938    0.0072477   1677.277  3322.723    EM
     4 -0.21471571D+05   41.2780061    0.0019188   1656.020  3343.980    EM
     5 -0.21454480D+05   17.0913553    0.0007960   1646.293  3353.707    EM
     6 -0.21445879D+05    8.6008397    0.0004009   1642.107  3357.893    EM
     7 -0.21441078D+05    4.8012797    0.0002239   1640.574  3359.426    EM
     8 -0.21438187D+05    2.8908413    0.0001348   1640.209  3359.791    EM
     9 -0.21436304D+05    1.8829883    0.0000878   1640.235  3359.765    EM
    10 -0.21434958D+05    1.3457844    0.0000628   1640.246  3359.754    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.34788050D+05    0.0000000    0.0000000   3601.212  1398.788    EM
     2 -0.21680584D+05 ************    0.3767807   3711.355  1288.645    EM
     3 -0.21516794D+05  163.7898553    0.0075547   3760.428  1239.572    EM
     4 -0.21477438D+05   39.3554380    0.0018291   3787.650  1212.350    EM
     5 -0.21461754D+05   15.6843992    0.0007303   3804.624  1195.376    EM
     6 -0.21453748D+05    8.0057600    0.0003730   3815.988  1184.012    EM
     7 -0.21448993D+05    4.7551198    0.0002216   3823.959  1176.041    EM
     8 -0.21445848D+05    3.1454844    0.0001466   3829.732  1170.268    EM
     9 -0.21443580D+05    2.2678441    0.0001057   3834.002  1165.998    EM
    10 -0.21441818D+05    1.7621693    0.0000822   3837.193  1162.807    EM


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


    10 -0.21413717D+05    1.2278825    0.0000573   1327.093  3672.907    EM
    11 -0.21412864D+05    0.8527410    0.0000398   1329.258  3670.742    EM
    12 -0.21412273D+05    0.5907445    0.0000276   1331.356  3668.644    EM
    13 -0.21411865D+05    0.4082327    0.0000191   1333.360  3666.640    EM
    14 -0.21411583D+05    0.2820558    0.0000132   1335.268  3664.732    EM
    15 -0.21411388D+05    0.1955594    0.0000091   1337.086  3662.914    EM
    16 -0.21411251D+05    0.1366777    0.0000064   1338.829  3661.171    EM
    17 -0.21411154D+05    0.0967689    0.0000045   1340.511  3659.489    EM
    18 -0.21411084D+05    0.0697504    0.0000033   1342.146  3657.854    EM
    19 -0.21411033D+05    0.0514156    0.0000024   1343.745  3656.255    EM
    20 -0.21410994D+05    0.0388986    0.0000018   1345.320  3654.680    EM
    21 -0.21410964D+05    0.0302699    0.0000014   1346.878  3653.122    EM
    22 -0.21410939D+05    0.0242411    0.0000011   1348.426  3651.574    EM
    23 -0.21410920D+05    0.0199569    0.0000009   1349.969  3650.031    EM
    24 -0.21410903D+05    0.0168506    0.0000008   1351.509  3648.491    EM
    25 -0.21410888D+05    0.0145472    0.0000007   1353.051  3646.949    EM
    26 -0.21410875D+05    0.0127977    0.0000006   1354.595  3645.405    EM
    27 -0.21410864D+05    0.0114365    0.0000005   1356.143  3643.857    EM
    28 -0.21410854D+05    0.0103522    0.0000005   1357.697  3642.303    EM
    29 -0.21410844D+05    0.0094698    0.0000004   1359.255  3640.745    EM
    30 -0.21410835D+05    0.0087378    0.0000004   1360.819  3639.181    EM
    31 -0.21410827D+05    0.0081205    0.0000004   1362.388  3637.612    EM
    32 -0.21410820D+05    0.0075929    0.0000004   1363.963  3636.037    EM
    33 -0.21410812D+05    0.0071370    0.0000003   1365.543  3634.457    EM
    34 -0.21410806D+05    0.0067394    0.0000003   1367.128  3632.872    EM
    35 -0.21410799D+05    0.0063904    0.0000003   1368.718  3631.282    EM
    36 -0.21410793D+05    0.0060824    0.0000003   1370.312  3629.688    EM
    37 -0.21410787D+05    0.0058093    0.0000003   1371.911  3628.089    EM
    38 -0.21410782D+05    0.0055665    0.0000003   1373.513  3626.487    EM
    39 -0.21410777D+05    0.0053500    0.0000002   1375.119  3624.881    EM
    40 -0.21410771D+05    0.0051566    0.0000002   1376.728  3623.272    EM
    41 -0.21410766D+05    0.0049835    0.0000002   1378.339  3621.661    EM
    42 -0.21410762D+05    0.0048283    0.0000002   1379.954  3620.046    EM
    43 -0.21410757D+05    0.0046891    0.0000002   1381.571  3618.429    EM
    44 -0.21410752D+05    0.0045641    0.0000002   1383.190  3616.810    EM
    45 -0.21410748D+05    0.0044516    0.0000002   1384.812  3615.188    EM
    46 -0.21410744D+05    0.0043505    0.0000002   1386.435  3613.565    EM
    47 -0.21410739D+05    0.0042593    0.0000002   1388.059  3611.941    EM
    48 -0.21410735D+05    0.0041770    0.0000002   1389.686  3610.314    EM
    49 -0.21410731D+05    0.0041028    0.0000002   1391.313  3608.687    EM
    50 -0.21410727D+05    0.0040357    0.0000002   1392.941  3607.059    EM
    51 -0.21410723D+05    0.0039750    0.0000002   1394.571  3605.429    EM
    52 -0.21410719D+05    0.0039199    0.0000002   1396.201  3603.799    EM
    53 -0.21410715D+05    0.0038700    0.0000002   1397.832  3602.168    EM
    54 -0.21410711D+05    0.0038246    0.0000002   1399.464  3600.536    EM
    55 -0.21410708D+05    0.0037832    0.0000002   1401.096  3598.904    EM
    56 -0.21410704D+05    0.0037455    0.0000002   1402.728  3597.272    EM
    57 -0.21410700D+05    0.0037110    0.0000002   1404.361  3595.639    EM
    58 -0.21410696D+05    0.0036794    0.0000002   1405.994  3594.006    EM
    59 -0.21410693D+05    0.0036504    0.0000002   1407.627  3592.373    EM
    60 -0.21410689D+05    0.0036238    0.0000002   1409.260  3590.740    EM
    61 -0.21410686D+05    0.0035991    0.0000002   1410.893  3589.107    EM
    62 -0.21410682D+05    0.0035764    0.0000002   1412.526  3587.474    EM
    63 -0.21410678D+05    0.0035553    0.0000002   1414.159  3585.841    EM
    64 -0.21410675D+05    0.0035356    0.0000002   1415.792  3584.208    EM
    65 -0.21410671D+05    0.0035173    0.0000002   1417.424  3582.576    EM
    66 -0.21410668D+05    0.0035001    0.0000002   1419.056  3580.944    EM
    67 -0.21410664D+05    0.0034840    0.0000002   1420.688  3579.312    EM
    68 -0.21410661D+05    0.0034688    0.0000002   1422.319  3577.681    EM
    69 -0.21410657D+05    0.0034545    0.0000002   1423.950  3576.050    EM
    70 -0.21410654D+05    0.0034409    0.0000002   1425.580  3574.420    EM
    71 -0.21410651D+05    0.0034280    0.0000002   1427.210  3572.790    EM
    72 -0.21410647D+05    0.0034157    0.0000002   1428.839  3571.161    EM
    73 -0.21408494D+05    2.1534569    0.0001006   3683.677  1316.323    QN
    74 -0.21408492D+05    0.0019464    0.0000001   3683.756  1316.244    EM
    75 -0.21408491D+05    0.0011464    0.0000001   3683.815  1316.185    EM
    76 -0.21408490D+05    0.0009411    0.0000000   3683.860  1316.140    EM
    77 -0.21408489D+05    0.0007839    0.0000000   3683.893  1316.107    EM
    78 -0.21408488D+05    0.0006603    0.0000000   3683.916  1316.084    EM
    79 -0.21408488D+05    0.0005610    0.0000000   3683.933  1316.067    EM
    80 -0.21408487D+05    0.0004800    0.0000000   3683.943  1316.057    EM
    81 -0.21408487D+05    0.0004131    0.0000000   3683.949  1316.051    EM
    82 -0.21408486D+05    0.0003572    0.0000000   3683.951  1316.049    EM
    83 -0.21408486D+05    0.0003103    0.0000000   3683.950  1316.050    EM
    84 -0.21408486D+05    0.0002706    0.0000000   3683.946  1316.054    EM
    85 -0.21408486D+05    0.0002370    0.0000000   3683.940  1316.060    EM
    86 -0.21408482D+05    0.0036139    0.0000002   3712.921  1287.079    QN
    87 -0.21408482D+05    0.0000001    0.0000000   3712.921  1287.079    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


     6 -0.21414265D+05    0.5188723    0.0000242   1814.616  3185.384    EM
     7 -0.21414151D+05    0.1143576    0.0000053   1814.279  3185.721    EM
     8 -0.21414121D+05    0.0298907    0.0000014   1813.946  3186.054    EM
     9 -0.21414109D+05    0.0121563    0.0000006   1813.624  3186.376    EM
    10 -0.21414100D+05    0.0084027    0.0000004   1813.312  3186.688    EM
    11 -0.21414093D+05    0.0075872    0.0000004   1813.013  3186.987    EM
    12 -0.21414085D+05    0.0073912    0.0000003   1812.726  3187.274    EM
    13 -0.21414078D+05    0.0073266    0.0000003   1812.451  3187.549    EM
    14 -0.21414071D+05    0.0072906    0.0000003   1812.189  3187.811    EM
    15 -0.21414063D+05    0.0072612    0.0000003   1811.939  3188.061    EM
    16 -0.21414056D+05    0.0072340    0.0000003   1811.701  3188.299    EM
    17 -0.21414049D+05    0.0072079    0.0000003   1811.475  3188.525    EM
    18 -0.21414042D+05    0.0071827    0.0000003   1811.261  3188.739    EM
    19 -0.21414034D+05    0.0071583    0.0000003   1811.059  3188.941    EM
    20 -0.21414027D+05    0.0071347    0.0000003   1810.869  3189.131    EM
    21 -0.21414020D+05    0.0071119    0.0000003   1810.691  3189.309    EM
    22 -0.21414013D+05    0.0070899    0.0000003   1810.524  3189.476    EM
    23 -0.21414006D+05    0.0070686    0.0000003   1810.369  3189.631    EM
    24 -0.21413999D+05    0.0070481    0.0000003   1810.225  3189.775    EM
    25 -0.21413992D+05    0.0070283    0.0000003   1810.093  3189.907    EM
    26 -0.21413985D+05    0.0070093    0.0000003   1809.972  3190.028    EM
    27 -0.21413978D+05    0.0069909    0.0000003   1809.862  3190.138    EM
    28 -0.21413971D+05    0.0069733    0.0000003   1809.764  3190.236    EM
    29 -0.21413964D+05    0.0069563    0.0000003   1809.676  3190.324    EM
    30 -0.21413957D+05    0.0069400    0.0000003   1809.599  3190.401    EM
    31 -0.21413950D+05    0.0069244    0.0000003   1809.534  3190.466    EM
    32 -0.21413943D+05    0.0069094    0.0000003   1809.479  3190.521    EM
    33 -0.21413936D+05    0.0068950    0.0000003   1809.435  3190.565    EM
    34 -0.21413930D+05    0.0068813    0.0000003   1809.401  3190.599    EM
    35 -0.21413923D+05    0.0068682    0.0000003   1809.378  3190.622    EM
    36 -0.21413916D+05    0.0068557    0.0000003   1809.366  3190.634    EM
    37 -0.21413909D+05    0.0068439    0.0000003   1809.364  3190.636    EM
    38 -0.21413902D+05    0.0068326    0.0000003   1809.372  3190.628    EM
    39 -0.21413895D+05    0.0068219    0.0000003   1809.391  3190.609    EM
    40 -0.21413888D+05    0.0068118    0.0000003   1809.420  3190.580    EM
    41 -0.21413882D+05    0.0068023    0.0000003   1809.459  3190.541    EM
    42 -0.21413875D+05    0.0067933    0.0000003   1809.508  3190.492    EM
    43 -0.21413868D+05    0.0067849    0.0000003   1809.567  3190.433    EM
    44 -0.21413861D+05    0.0067771    0.0000003   1809.635  3190.365    EM
    45 -0.21413855D+05    0.0067697    0.0000003   1809.714  3190.286    EM
    46 -0.21413848D+05    0.0067630    0.0000003   1809.803  3190.197    EM
    47 -0.21413841D+05    0.0067567    0.0000003   1809.901  3190.099    EM
    48 -0.21413834D+05    0.0067510    0.0000003   1810.009  3189.991    EM
    49 -0.21413828D+05    0.0067459    0.0000003   1810.126  3189.874    EM
    50 -0.21413821D+05    0.0067412    0.0000003   1810.253  3189.747    EM
    51 -0.21413814D+05    0.0067371    0.0000003   1810.390  3189.610    EM
    52 -0.21413807D+05    0.0067334    0.0000003   1810.536  3189.464    EM
    53 -0.21413801D+05    0.0067303    0.0000003   1810.691  3189.309    EM
    54 -0.21413794D+05    0.0067277    0.0000003   1810.855  3189.145    EM
    55 -0.21413787D+05    0.0067255    0.0000003   1811.029  3188.971    EM
    56 -0.21413780D+05    0.0067239    0.0000003   1811.212  3188.788    EM
    57 -0.21413774D+05    0.0067228    0.0000003   1811.404  3188.596    EM
    58 -0.21413767D+05    0.0067221    0.0000003   1811.604  3188.396    EM
    59 -0.21413760D+05    0.0067219    0.0000003   1811.814  3188.186    EM
    60 -0.21413754D+05    0.0067223    0.0000003   1812.033  3187.967    EM
    61 -0.21413747D+05    0.0067231    0.0000003   1812.260  3187.740    EM
    62 -0.21408602D+05    5.1448118    0.0002403   3421.193  1578.807    QN
    63 -0.21408585D+05    0.0166922    0.0000008   3420.718  1579.282    EM
    64 -0.21408578D+05    0.0073267    0.0000003   3420.366  1579.634    EM
    65 -0.21408573D+05    0.0049314    0.0000002   3420.111  1579.889    EM
    66 -0.21408570D+05    0.0034829    0.0000002   3419.931  1580.069    EM
    67 -0.21408567D+05    0.0025932    0.0000001   3419.809  1580.191    EM
    68 -0.21408565D+05    0.0020345    0.0000001   3419.735  1580.265    EM
    69 -0.21408563D+05    0.0016733    0.0000001   3419.696  1580.304    EM
    70 -0.21408562D+05    0.0014311    0.0000001   3419.687  1580.313    EM
    71 -0.21408561D+05    0.0012619    0.0000001   3419.702  1580.298    EM
    72 -0.21408559D+05    0.0011381    0.0000001   3419.736  1580.264    EM
    73 -0.21408558D+05    0.0010434    0.0000000   3419.785  1580.215    EM
    74 -0.21408557D+05    0.0009679    0.0000000   3419.847  1580.153    EM
    75 -0.21408557D+05    0.0009054    0.0000000   3419.920  1580.080    EM
    76 -0.21408556D+05    0.0008520    0.0000000   3420.003  1579.997    EM
    77 -0.21408555D+05    0.0008053    0.0000000   3420.093  1579.907    EM
    78 -0.21408554D+05    0.0007636    0.0000000   3420.190  1579.810    EM
    79 -0.21408482D+05    0.0720882    0.0000034   3713.051  1286.949    QN
    80 -0.21408482D+05    0.0000001    0.0000000   3713.051  1286.949    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


    10 -0.21414321D+05    2.1613701    0.0001009   3346.067  1653.933    EM
    11 -0.21412752D+05    1.5690261    0.0000733   3344.592  1655.408    EM
    12 -0.21411614D+05    1.1378666    0.0000531   3343.151  1656.849    EM
    13 -0.21410791D+05    0.8226404    0.0000384   3341.823  1658.177    EM
    14 -0.21410198D+05    0.5930152    0.0000277   3340.648  1659.352    EM
    15 -0.21409771D+05    0.4268353    0.0000199   3339.636  1660.364    EM
    16 -0.21409464D+05    0.3073438    0.0000144   3338.780  1661.220    EM
    17 -0.21409242D+05    0.2218391    0.0000104   3338.069  1661.931    EM
    18 -0.21409081D+05    0.1608151    0.0000075   3337.484  1662.516    EM
    19 -0.21408964D+05    0.1172757    0.0000055   3337.008  1662.992    EM
    20 -0.21408878D+05    0.0861536    0.0000040   3336.625  1663.375    EM
    21 -0.21408814D+05    0.0638247    0.0000030   3336.320  1663.680    EM
    22 -0.21408766D+05    0.0477213    0.0000022   3336.079  1663.921    EM
    23 -0.21408730D+05    0.0360339    0.0000017   3335.893  1664.107    EM
    24 -0.21408703D+05    0.0274907    0.0000013   3335.752  1664.248    EM
    25 -0.21408682D+05    0.0211977    0.0000010   3335.650  1664.350    EM
    26 -0.21408665D+05    0.0165250    0.0000008   3335.580  1664.420    EM
    27 -0.21408652D+05    0.0130270    0.0000006   3335.537  1664.463    EM
    28 -0.21408642D+05    0.0103868    0.0000005   3335.519  1664.481    EM
    29 -0.21408633D+05    0.0083774    0.0000004   3335.521  1664.479    EM
    30 -0.21408626D+05    0.0068357    0.0000003   3335.541  1664.459    EM
    31 -0.21408621D+05    0.0056431    0.0000003   3335.577  1664.423    EM
    32 -0.21408616D+05    0.0047129    0.0000002   3335.627  1664.373    EM
    33 -0.21408612D+05    0.0039814    0.0000002   3335.691  1664.309    EM
    34 -0.21408609D+05    0.0034014    0.0000002   3335.766  1664.234    EM
    35 -0.21408606D+05    0.0029376    0.0000001   3335.852  1664.148    EM
    36 -0.21408603D+05    0.0025636    0.0000001   3335.949  1664.051    EM
    37 -0.21408570D+05    0.0333721    0.0000016   3572.721  1427.279    FS
    38 -0.21408491D+05    0.0787698    0.0000037   3630.515  1369.485    FS
    39 -0.21408484D+05    0.0070281    0.0000003   3669.917  1330.083    FS
    40 -0.21408483D+05    0.0014891    0.0000001   3688.742  1311.258    FS
    41 -0.21408482D+05    0.0003885    0.0000000   3699.876  1300.124    FS
    42 -0.21408482D+05    0.0001148    0.0000000   3705.644  1294.356    FS
    43 -0.21408482D+05    0.0000355    0.0000000   3708.964  1291.036    FS
    44 -0.21408482D+05    0.0000113    0.0000000   3710.762  1289.238    FS
    45 -0.21408482D+05    0.0000037    0.0000000   3711.793  1288.207    FS
    46 -0.21408482D+05    0.0000012    0.0000000   3712.366  1287.634    FS
    47 -0.21408482D+05    0.0000004    0.0000000   3712.694  1287.306    FS
    48 -0.21408482D+05    0.0000001    0.0000000   3712.879  1287.121    FS
    49 -0.21408482D+05    0.0000000    0.0000000   3712.985  1287.015    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


    10 -0.21428311D+05    2.0267107    0.0000946   1005.259  3994.741    EM
    11 -0.21426551D+05    1.7597428    0.0000821   1001.756  3998.244    EM
    12 -0.21424989D+05    1.5622078    0.0000729    999.283  4000.717    EM
    13 -0.21423585D+05    1.4035964    0.0000655    997.650  4002.350    EM
    14 -0.21422317D+05    1.2681561    0.0000592    996.711  4003.289    EM
    15 -0.21421169D+05    1.1478819    0.0000536    996.355  4003.645    EM
    16 -0.21420130D+05    1.0388372    0.0000485    996.493  4003.507    EM
    17 -0.21419191D+05    0.9391305    0.0000438    997.054  4002.946    EM
    18 -0.21418343D+05    0.8478007    0.0000396    997.977  4002.023    EM
    19 -0.21417579D+05    0.7642361    0.0000357    999.213  4000.787    EM
    20 -0.21416891D+05    0.6879060    0.0000321   1000.718  3999.282    EM
    21 -0.21416273D+05    0.6182681    0.0000289   1002.454  3997.546    EM
    22 -0.21415718D+05    0.5547639    0.0000259   1004.387  3995.613    EM
    23 -0.21415221D+05    0.4968455    0.0000232   1006.485  3993.515    EM
    24 -0.21414777D+05    0.4440067    0.0000207   1008.722  3991.278    EM
    25 -0.21414381D+05    0.3958028    0.0000185   1011.072  3988.928    EM
    26 -0.21414029D+05    0.3518577    0.0000164   1013.513  3986.487    EM
    27 -0.21413718D+05    0.3118596    0.0000146   1016.024  3983.976    EM
    28 -0.21413442D+05    0.2755484    0.0000129   1018.588  3981.412    EM
    29 -0.21413199D+05    0.2427012    0.0000113   1021.188  3978.812    EM
    30 -0.21412986D+05    0.2131171    0.0000100   1023.811  3976.189    EM
    31 -0.21412800D+05    0.1866046    0.0000087   1026.446  3973.554    EM
    32 -0.21412637D+05    0.1629729    0.0000076   1029.083  3970.917    EM
    33 -0.21412495D+05    0.1420269    0.0000066   1031.713  3968.287    EM
    34 -0.21412371D+05    0.1235655    0.0000058   1034.331  3965.669    EM
    35 -0.21412264D+05    0.1073830    0.0000050   1036.931  3963.069    EM
    36 -0.21412170D+05    0.0932715    0.0000044   1039.510  3960.490    EM
    37 -0.21412089D+05    0.0810247    0.0000038   1042.065  3957.935    EM
    38 -0.21412019D+05    0.0704421    0.0000033   1044.594  3955.406    EM
    39 -0.21411958D+05    0.0613320    0.0000029   1047.096  3952.904    EM
    40 -0.21411904D+05    0.0535147    0.0000025   1049.570  3950.430    EM
    41 -0.21411857D+05    0.0468240    0.0000022   1052.017  3947.983    EM
    42 -0.21411816D+05    0.0411090    0.0000019   1054.436  3945.564    EM
    43 -0.21411780D+05    0.0362342    0.0000017   1056.829  3943.171    EM
    44 -0.21411748D+05    0.0320793    0.0000015   1059.195  3940.805    EM
    45 -0.21411719D+05    0.0285387    0.0000013   1061.537  3938.463    EM
    46 -0.21411694D+05    0.0255206    0.0000012   1063.854  3936.146    EM
    47 -0.21411671D+05    0.0229457    0.0000011   1066.149  3933.851    EM
    48 -0.21411650D+05    0.0207460    0.0000010   1068.422  3931.578    EM
    49 -0.21411631D+05    0.0188634    0.0000009   1070.674  3929.326    EM
    50 -0.21411614D+05    0.0172487    0.0000008   1072.906  3927.094    EM
    51 -0.21411598D+05    0.0158603    0.0000007   1075.120  3924.880    EM
    52 -0.21411583D+05    0.0146631    0.0000007   1077.316  3922.684    EM
    53 -0.21411570D+05    0.0136276    0.0000006   1079.495  3920.505    EM
    54 -0.21411557D+05    0.0127289    0.0000006   1081.659  3918.341    EM
    55 -0.21411545D+05    0.0119464    0.0000006   1083.808  3916.192    EM
    56 -0.21411534D+05    0.0112624    0.0000005   1085.943  3914.057    EM
    57 -0.21411523D+05    0.0106625    0.0000005   1088.065  3911.935    EM
    58 -0.21411513D+05    0.0101344    0.0000005   1090.174  3909.826    EM
    59 -0.21411503D+05    0.0096678    0.0000005   1092.271  3907.729    EM
    60 -0.21411494D+05    0.0092539    0.0000004   1094.356  3905.644    EM
    61 -0.21408555D+05    2.9393875    0.0001373   3578.829  1421.171    QN
    62 -0.21408548D+05    0.0070185    0.0000003   3578.856  1421.144    EM
    63 -0.21408543D+05    0.0043425    0.0000002   3578.859  1421.141    EM
    64 -0.21408540D+05    0.0037018    0.0000002   3578.845  1421.155    EM
    65 -0.21408537D+05    0.0032005    0.0000001   3578.819  1421.181    EM
    66 -0.21408534D+05    0.0027996    0.0000001   3578.784  1421.216    EM
    67 -0.21408531D+05    0.0024731    0.0000001   3578.742  1421.258    EM
    68 -0.21408529D+05    0.0022032    0.0000001   3578.697  1421.303    EM
    69 -0.21408527D+05    0.0019772    0.0000001   3578.649  1421.351    EM
    70 -0.21408525D+05    0.0017861    0.0000001   3578.599  1421.401    EM
    71 -0.21408524D+05    0.0016229    0.0000001   3578.548  1421.452    EM
    72 -0.21408522D+05    0.0014824    0.0000001   3578.497  1421.503    EM
    73 -0.21408521D+05    0.0013605    0.0000001   3578.447  1421.553    EM
    74 -0.21408482D+05    0.0388149    0.0000018   3712.746  1287.254    QN
    75 -0.21408482D+05    0.0000003    0.0000000   3712.747  1287.253    EM
    76 -0.21408482D+05    0.0000001    0.0000000   3712.748  1287.252    EM
    77 -0.21408482D+05    0.0000001    0.0000000   3712.749  1287.251    EM


     Beginning Time:  22:58:01
        Ending Time:  22:58:02
       Elapsed Time:  00:00:01



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