RUN #3 at 16.05.2003 15:45:56
RefVal Version 4.0
Data file: C:\LAK_lsd\pamy.txt
497 reference values read from file

LISTING OF SORTED INPUT DATA

   -8.70    4.09    4.41    5.42    5.51    5.64    5.83    5.84    5.90    5.95
    6.05   10.80   10.95   11.59   12.09   12.19   12.22   12.26   12.61   12.86
   12.91   13.33   13.39   13.70   13.79   14.06   14.10   14.41   14.54   14.62
   15.07   15.16   15.21   15.53   15.59   15.67   15.77   15.78   15.81   15.89
   15.99   16.01   16.11   16.22   16.23   16.31   16.45   16.72   16.86   16.90
   17.14   17.21   17.39   17.43   17.46   17.51   17.76   18.02   18.06   18.37
   18.44   18.50   18.61   18.65   18.76   18.83   18.93   18.93   18.99   19.16
   19.17   19.24   19.27   19.30   19.30   19.34   19.43   19.57   19.69   19.77
   19.77   19.83   19.85   19.88   19.90   19.98   19.99   20.07   20.09   20.10
   20.15   20.20   20.24   20.29   20.36   20.39   20.42   20.49   20.53   20.58
   20.64   20.66   20.70   20.72   20.76   20.82   20.83   20.91   20.92   21.22
   21.22   21.23   21.43   21.48   21.53   21.56   21.70   21.76   21.82   21.83
   21.84   21.92   22.02   22.03   22.16   22.22   22.24   22.30   22.32   22.34
   22.39   22.40   22.45   22.46   22.47   22.47   22.52   22.57   22.58   22.59
   22.62   22.69   22.81   22.85   23.08   23.15   23.18   23.20   23.22   23.30
   23.35   23.39   23.42   23.45   23.52   23.60   23.67   23.73   23.74   23.81
   23.82   23.83   23.84   23.87   23.87   24.02   24.09   24.12   24.12   24.15
   24.19   24.24   24.26   24.33   24.36   24.42   24.42   24.45   24.48   24.49
   24.49   24.50   24.51   24.52   24.54   24.57   24.59   24.60   24.66   24.78
   24.79   24.86   24.89   24.90   24.96   25.00   25.01   25.06   25.07   25.25
   25.29   25.34   25.36   25.40   25.43   25.44   25.50   25.51   25.52   25.64
   25.66   25.69   25.71   25.90   25.91   25.96   26.04   26.20   26.20   26.23
   26.27   26.38   26.55   26.58   26.59   26.59   26.71   26.85   26.91   26.93
   26.93   27.03   27.09   27.14   27.17   27.20   27.21   27.30   27.30   27.31
   27.48   27.49   27.50   27.52   27.54   27.55   27.62   27.63   27.65   27.82
   27.91   27.95   27.97   28.00   28.03   28.03   28.07   28.22   28.27   28.30
   28.40   28.48   28.48   28.52   28.55   28.63   28.69   28.71   28.79   28.83
   28.85   28.87   28.88   28.91   28.92   28.93   29.04   29.12   29.12   29.13
   29.14   29.15   29.18   29.22   29.23   29.31   29.38   29.46   29.63   29.66
   29.68   29.70   29.74   29.76   29.81   29.81   29.95   29.99   29.99   29.99
   29.99   30.02   30.07   30.07   30.25   30.40   30.45   30.48   30.49   30.55
   30.56   30.65   30.66   30.73   30.86   30.92   30.94   30.95   30.97   31.02
   31.09   31.14   31.15   31.19   31.28   31.39   31.51   31.65   31.70   31.70
   31.74   31.75   31.79   31.80   31.81   31.84   31.85   31.90   31.94   32.04
   32.10   32.14   32.16   32.16   32.18   32.21   32.37   32.37   32.41   32.45
   32.49   32.63   32.68   32.68   32.71   32.74   32.75   32.81   32.82   32.89
   32.92   33.01   33.03   33.06   33.07   33.27   33.28   33.35   33.50   33.51
   33.59   33.62   33.67   33.71   33.71   33.72   33.82   33.93   33.96   34.03
   34.11   34.17   34.37   34.41   34.49   34.63   34.86   34.96   35.01   35.10
   35.22   35.33   35.38   35.48   35.55   35.61   35.63   35.63   35.77   35.92
   36.11   36.31   36.58   36.70   36.77   36.80   36.90   37.08   37.09   37.11
   37.21   37.46   37.54   37.56   37.59   38.27   38.32   38.38   38.40   38.48
   38.50   38.57   38.70   38.73   38.76   38.79   39.00   39.17   39.31   39.40
   39.76   39.82   39.99   40.28   40.29   40.35   40.56   40.84   40.94   41.14
   41.28   41.61   41.97   41.99   42.06   42.31   42.53   42.84   43.07   43.11
   43.23   43.24   43.50   43.57   43.77   44.01   44.35   45.01   45.16   45.41
   45.76   46.76   47.13   47.14   47.57   47.77   48.84   48.89   48.95   48.99
   49.07   50.03   50.44   50.60   51.14   52.48   53.48   53.73   54.32   54.87
   56.26   56.29   57.01   57.67   63.53   63.88   65.75   65.86   66.10   67.32
   68.21   69.35   72.20   75.26   77.23   77.30   90.11

DISTRIBUTION OF INPUT DATA

     Bar  TopLimit     N  Ncum    Freq     Cum
       1     -3.49     1     1   0.002   0.002
       2      1.70     0     1   0.000   0.002
       3      6.90    10    11   0.020   0.022
       4     12.10     4    15   0.008   0.030
       5     17.30    37    52   0.074   0.105
       6     22.50    84   136   0.169   0.274
       7     27.70   113   249   0.227   0.501
       8     32.90   111   360   0.223   0.724
       9     38.10    55   415   0.111   0.835
      10     43.31    37   452   0.074   0.909
      11     48.51    14   466   0.028   0.938
      12     53.71    11   477   0.022   0.960
      13     58.91     7   484   0.014   0.974
      14     64.11     2   486   0.004   0.978
      15     69.31     5   491   0.010   0.988
      16     74.51     2   493   0.004   0.992
      17     79.71     3   496   0.006   0.998
      18     84.91     0   496   0.000   0.998
      19     90.11     1   497   0.002   1.000

                                       1                             2
 Percent:   1  2  3  4  5  6  7  8  9  0  1  2  3  4  5  6  7  8  9  0
         +--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+
       1 |             .              .              .              .
       2 |              .              .              .              .
       3 |        .              .              .              .
       4 |            .              .              .              .
       5 |       .              .              .
       6 |        .
       7 |>
       8 |>
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      11 |      .              .              .              .
      12 |       .              .              .              .
      13 |          .              .              .              .
      14 |             .              .              .              .
      15 |           .              .              .              .
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      17 |            .              .              .              .
      18 |              .              .              .              .
      19 |             .              .              .              .
         +--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+

GOODNESS-OF-FIT TO GAUSSIAN DISTRIBUTION

                                 Value    Prob
Coefficient of skewness:         1.264   0.000
Coefficient of kurtosis:         3.696   0.000
Anderson-Darling's Asquare:      8.885   0.000
Cramer-von Mises's Wsquare:      1.475   0.000
Kolmogorov-Smirnov's Dmax:       0.105   0.000

ESTIMATES OF REFERENCE LIMITS AND THEIR CONFIDENCE INTERVALS

Non-parametric estimates: 
     Fraction   Ref.limit   0.90-confidence interval
        0.025       10.87         5.83 ..   12.61
        0.975       63.72        54.32 ..   68.21

Bootstrap estimates: 
     Fraction   Ref.limit   0.90-confidence interval
        0.025        9.64         5.15 ..   14.13
        0.975       61.51        53.91 ..   69.10

Parametric estimates: 
     Fraction   Ref.limit   0.90-confidence interval
        0.025        9.36         7.97 ..   10.74
        0.975       56.74        53.47 ..   60.38

Parametric estimation: TRANSFORMATION DETAILS

Mean of original data                              29.1331
St.dev. of original data                           11.7825
Parameter of expo-transform                        -0.2276
Mean of expo-transformed data                      -0.1056
St.dev. of expo-transformed data                    0.9275
Coeff. of skewness of expo-transformed data         0.0001
Coeff. of kurtosis of expo-transformed data         1.9031
Parameter of modu-transform                         0.3407
Mean of modu-transformed data                      -0.0042
St.dev. of modu-transformed data                    0.6994
Coeff. of skewness of modu-transformed data         0.0796
Coeff. of kurtosis of modu-transformed data        -0.0050
Anderson-Darling's Asq of modu-transformed data     0.5374
Probability of Asq                                  1.0000

DISTRIBUTION OF TRANSFORMED DATA

     Bar  TopLimit     N  Ncum    Freq     Cum
       1    -2.233     1     1   0.002   0.002
       2    -2.002     0     1   0.000   0.002
       3    -1.771     0     1   0.000   0.002
       4    -1.540    10    11   0.020   0.022
       5    -1.309     0    11   0.000   0.022
       6    -1.078    14    25   0.028   0.050
       7    -0.847    27    52   0.054   0.105
       8    -0.616    45    97   0.091   0.195
       9    -0.385    56   153   0.113   0.308
      10    -0.154    66   219   0.133   0.441
      11     0.076    49   268   0.099   0.539
      12     0.307    60   328   0.121   0.660
      13     0.538    62   390   0.125   0.785
      14     0.769    40   430   0.080   0.865
      15     1.000    27   457   0.054   0.920
      16     1.231    18   475   0.036   0.956
      17     1.462     9   484   0.018   0.974
      18     1.693     9   493   0.018   0.992
      19     1.924     4   497   0.008   1.000

                                       1                             2
 Percent:   1  2  3  4  5  6  7  8  9  0  1  2  3  4  5  6  7  8  9  0
         +--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+
       1 |             .              .              .              .
       2 |              .              .              .              .
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       4 |        .              .              .              .
       5 |              .              .              .              .
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       9 |          .              .
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      11 |              .              .
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      14 |     .              .              .
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      16 |   .              .              .              .
      17 |         .              .              .              .
      18 |         .              .              .              .
      19 |            .              .              .              .
         +--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+

End of run #3