RUN #6 at 14.05.2003 14:08:38
RefVal Version 4.0
Data file: C:\LAK_lsd\plasma\bil.txt
887 reference values read from file

LISTING OF SORTED INPUT DATA

   -5.33    2.25    3.01    3.26    3.33    3.63    3.71    3.76    3.91    3.98
    4.36    4.48    4.57    4.60    4.74    4.86    4.86    4.86    5.03    5.04
    5.06    5.08    5.17    5.19    5.23    5.27    5.29    5.39    5.39    5.42
    5.43    5.49    5.52    5.62    5.66    5.67    5.69    5.73    5.75    5.76
    5.78    5.81    5.93    5.95    5.97    5.97    6.00    6.05    6.05    6.08
    6.10    6.15    6.16    6.22    6.23    6.24    6.24    6.27    6.29    6.32
    6.32    6.33    6.34    6.34    6.36    6.36    6.42    6.46    6.47    6.49
    6.49    6.55    6.56    6.56    6.57    6.60    6.60    6.61    6.67    6.69
    6.70    6.70    6.71    6.74    6.74    6.76    6.77    6.78    6.79    6.79
    6.83    6.87    6.89    6.91    6.91    6.91    6.92    6.93    6.95    6.96
    7.00    7.01    7.03    7.04    7.05    7.08    7.08    7.09    7.11    7.12
    7.19    7.20    7.20    7.20    7.21    7.23    7.24    7.24    7.24    7.25
    7.28    7.34    7.35    7.35    7.38    7.38    7.38    7.40    7.40    7.41
    7.41    7.42    7.46    7.46    7.46    7.47    7.47    7.50    7.52    7.56
    7.57    7.58    7.58    7.58    7.58    7.59    7.60    7.60    7.61    7.63
    7.63    7.64    7.65    7.65    7.66    7.66    7.67    7.68    7.69    7.71
    7.72    7.74    7.78    7.81    7.82    7.84    7.85    7.85    7.88    7.88
    7.90    7.90    7.92    7.93    7.98    7.99    7.99    8.00    8.01    8.02
    8.02    8.04    8.06    8.08    8.10    8.10    8.10    8.11    8.11    8.13
    8.14    8.15    8.15    8.16    8.16    8.17    8.18    8.19    8.20    8.21
    8.21    8.23    8.24    8.28    8.29    8.30    8.30    8.31    8.31    8.33
    8.34    8.34    8.34    8.35    8.36    8.36    8.36    8.36    8.37    8.38
    8.38    8.38    8.39    8.41    8.41    8.43    8.44    8.45    8.45    8.45
    8.45    8.46    8.46    8.46    8.47    8.48    8.49    8.49    8.54    8.55
    8.58    8.59    8.59    8.60    8.61    8.61    8.62    8.62    8.63    8.63
    8.64    8.64    8.64    8.64    8.69    8.72    8.73    8.75    8.75    8.76
    8.76    8.78    8.78    8.78    8.79    8.79    8.81    8.81    8.81    8.82
    8.82    8.82    8.82    8.85    8.86    8.87    8.89    8.90    8.90    8.91
    8.91    8.92    8.93    8.97    8.97    9.00    9.01    9.01    9.01    9.01
    9.02    9.07    9.08    9.08    9.08    9.09    9.11    9.11    9.11    9.12
    9.13    9.17    9.18    9.21    9.21    9.23    9.25    9.25    9.25    9.26
    9.26    9.27    9.28    9.29    9.30    9.30    9.30    9.33    9.34    9.36
    9.36    9.36    9.37    9.39    9.41    9.41    9.43    9.44    9.44    9.45
    9.45    9.45    9.45    9.47    9.49    9.50    9.50    9.52    9.52    9.58
    9.59    9.59    9.60    9.61    9.66    9.67    9.67    9.69    9.70    9.70
    9.70    9.71    9.71    9.72    9.72    9.76    9.77    9.78    9.79    9.79
    9.81    9.83    9.85    9.86    9.88    9.89    9.89    9.89    9.91    9.92
    9.92    9.94    9.95    9.97    9.99   10.00   10.01   10.02   10.06   10.07
   10.07   10.07   10.09   10.09   10.11   10.12   10.12   10.14   10.14   10.15
   10.15   10.17   10.24   10.25   10.28   10.28   10.28   10.30   10.34   10.34
   10.35   10.36   10.37   10.38   10.39   10.39   10.42   10.42   10.43   10.43
   10.43   10.44   10.44   10.47   10.47   10.48   10.50   10.50   10.50   10.50
   10.51   10.51   10.52   10.52   10.53   10.57   10.57   10.58   10.61   10.63
   10.65   10.65   10.67   10.67   10.67   10.68   10.76   10.79   10.80   10.81
   10.85   10.85   10.85   10.86   10.87   10.88   10.88   10.89   10.91   10.92
   10.92   10.99   11.00   11.00   11.01   11.01   11.02   11.02   11.04   11.06
   11.06   11.06   11.07   11.08   11.09   11.10   11.12   11.13   11.16   11.19
   11.19   11.21   11.22   11.23   11.24   11.24   11.24   11.27   11.27   11.28
   11.28   11.28   11.28   11.29   11.32   11.33   11.33   11.34   11.34   11.35
   11.35   11.36   11.40   11.40   11.42   11.42   11.44   11.46   11.47   11.47
   11.49   11.49   11.50   11.50   11.50   11.50   11.54   11.54   11.55   11.55
   11.57   11.59   11.59   11.59   11.59   11.61   11.61   11.62   11.63   11.63
   11.64   11.65   11.70   11.70   11.72   11.72   11.72   11.73   11.74   11.75
   11.75   11.75   11.75   11.78   11.78   11.78   11.79   11.79   11.80   11.81
   11.81   11.81   11.82   11.82   11.82   11.84   11.85   11.85   11.86   11.86
   11.87   11.89   11.91   11.91   11.92   11.94   11.94   11.95   11.96   11.97
   11.98   12.01   12.01   12.03   12.03   12.03   12.05   12.08   12.10   12.11
   12.11   12.12   12.12   12.12   12.13   12.16   12.18   12.19   12.19   12.20
   12.21   12.21   12.23   12.27   12.27   12.29   12.30   12.38   12.39   12.42
   12.42   12.44   12.49   12.51   12.52   12.52   12.53   12.54   12.54   12.56
   12.61   12.61   12.62   12.66   12.69   12.70   12.74   12.79   12.80   12.81
   12.82   12.83   12.85   12.85   12.85   12.86   12.86   12.87   12.88   12.93
   13.01   13.02   13.03   13.04   13.05   13.06   13.07   13.08   13.10   13.13
   13.14   13.16   13.19   13.19   13.21   13.22   13.23   13.26   13.29   13.30
   13.30   13.33   13.34   13.36   13.36   13.37   13.42   13.43   13.44   13.46
   13.46   13.47   13.47   13.47   13.48   13.50   13.50   13.52   13.53   13.55
   13.57   13.58   13.60   13.61   13.65   13.70   13.71   13.71   13.73   13.74
   13.74   13.76   13.77   13.79   13.81   13.81   13.86   13.86   13.87   13.88
   13.92   13.94   13.97   14.09   14.09   14.10   14.11   14.11   14.15   14.16
   14.19   14.19   14.20   14.21   14.25   14.25   14.26   14.29   14.31   14.40
   14.40   14.42   14.43   14.45   14.46   14.47   14.48   14.50   14.63   14.67
   14.68   14.69   14.73   14.75   14.78   14.79   14.82   14.84   14.84   14.88
   14.98   15.02   15.13   15.18   15.20   15.24   15.26   15.26   15.29   15.31
   15.40   15.46   15.51   15.51   15.52   15.52   15.54   15.54   15.61   15.62
   15.69   15.69   15.73   15.80   15.80   15.88   15.90   15.91   15.97   16.04
   16.06   16.08   16.12   16.13   16.15   16.19   16.25   16.27   16.29   16.35
   16.35   16.37   16.38   16.55   16.75   16.76   16.93   16.99   17.00   17.01
   17.02   17.33   17.40   17.45   17.52   17.53   17.54   17.58   17.61   17.62
   17.65   17.68   17.69   17.72   17.75   17.86   17.88   18.01   18.11   18.19
   18.20   18.21   18.31   18.33   18.37   18.38   18.58   18.74   18.84   18.90
   18.92   19.06   19.07   19.07   19.14   19.41   19.42   19.45   19.51   19.58
   19.58   19.59   19.73   19.75   19.75   19.79   19.90   19.95   20.05   20.09
   20.15   20.22   20.24   20.29   20.29   20.32   20.33   20.42   20.44   20.44
   20.52   20.77   20.89   21.07   21.13   21.37   21.40   21.49   21.57   21.77
   21.88   21.91   21.98   22.03   22.11   22.48   22.57   22.83   22.90   23.02
   23.11   23.17   23.22   23.65   23.77   24.18   24.33   24.41   24.59   24.86
   24.92   24.94   25.30   25.61   25.64   25.81   26.38   26.56   26.97   26.98
   28.30   28.33   28.42   28.62   28.74   29.04   30.37   30.60   31.06   31.84
   32.19   34.02   34.63   35.06   35.19   35.70   43.58

DISTRIBUTION OF INPUT DATA

     Bar  TopLimit     N  Ncum    Freq     Cum
       1     -2.75     1     1   0.001   0.001
       2     -0.17     0     1   0.000   0.001
       3      2.39     1     2   0.001   0.002
       4      4.97    16    18   0.018   0.020
       5      7.54   121   139   0.136   0.157
       6     10.12   248   387   0.280   0.436
       7     12.69   218   605   0.246   0.682
       8     15.26   123   728   0.139   0.821
       9     17.84    57   785   0.064   0.885
      10     20.41    42   827   0.047   0.932
      11     22.99    22   849   0.025   0.957
      12     25.56    14   863   0.016   0.973
      13     28.13     7   870   0.008   0.981
      14     30.71     8   878   0.009   0.990
      15     33.28     3   881   0.003   0.993
      16     35.86     5   886   0.006   0.999
      17     38.43     0   886   0.000   0.999
      18     41.01     0   886   0.000   0.999
      19     43.58     1   887   0.001   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 |  .              .
       9 |          .              .              .
      10 |.              .              .              .
      11 |       .              .              .              .
      12 |         .              .              .              .
      13 |            .              .              .              .
      14 |           .              .              .              .
      15 |             .              .              .              .
      16 |            .              .              .              .
      17 |              .              .              .              .
      18 |              .              .              .              .
      19 |              .              .              .              .
         +--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+

GOODNESS-OF-FIT TO GAUSSIAN DISTRIBUTION

                                 Value    Prob
Coefficient of skewness:         1.652   0.000
Coefficient of kurtosis:         4.385   0.000
Anderson-Darling's Asquare:     26.770   0.000
Cramer-von Mises's Wsquare:      4.611   0.000
Kolmogorov-Smirnov's Dmax:       0.128   0.000

ESTIMATES OF REFERENCE LIMITS AND THEIR CONFIDENCE INTERVALS

Non-parametric estimates: 
     Fraction   Ref.limit   0.90-confidence interval
        0.025        5.10         4.74 ..    5.43
        0.975       25.78        24.33 ..   28.42

Bootstrap estimates: 
     Fraction   Ref.limit   0.90-confidence interval
        0.025        5.10         4.76 ..    5.44
        0.975       25.99        23.97 ..   28.01

Parametric estimates: 
     Fraction   Ref.limit   0.90-confidence interval
        0.025        4.09         3.75 ..    4.42
        0.975       24.41        23.14 ..   25.83
     ==> Transformed distribution is not Gaussian
     ==> Parametric estimates may be unreliable

Parametric estimation: TRANSFORMATION DETAILS

Mean of original data                              11.8363
St.dev. of original data                            5.2413
Parameter of expo-transform                        -0.3568
Mean of expo-transformed data                      -0.1543
St.dev. of expo-transformed data                    0.8621
Coeff. of skewness of expo-transformed data         0.0067
Coeff. of kurtosis of expo-transformed data         2.5604
Parameter of modu-transform                         0.5060
Mean of modu-transformed data                      -0.0089
St.dev. of modu-transformed data                    0.7685
Coeff. of skewness of modu-transformed data         0.1925
Coeff. of kurtosis of modu-transformed data         0.0009
Anderson-Darling's Asq of modu-transformed data     3.3853
Probability of Asq                                  0.0000

DISTRIBUTION OF TRANSFORMED DATA

     Bar  TopLimit     N  Ncum    Freq     Cum
       1    -3.392     1     1   0.001   0.001
       2    -3.090     0     1   0.000   0.001
       3    -2.789     0     1   0.000   0.001
       4    -2.487     0     1   0.000   0.001
       5    -2.185     0     1   0.000   0.001
       6    -1.884     1     2   0.001   0.002
       7    -1.582     6     8   0.007   0.009
       8    -1.280    15    23   0.017   0.026
       9    -0.979    52    75   0.059   0.085
      10    -0.677   103   178   0.116   0.201
      11    -0.375   146   324   0.165   0.365
      12    -0.074   112   436   0.126   0.492
      13     0.227   135   571   0.152   0.644
      14     0.529   107   678   0.121   0.764
      15     0.830    74   752   0.083   0.848
      16     1.132    52   804   0.059   0.906
      17     1.434    49   853   0.055   0.962
      18     1.735    23   876   0.026   0.988
      19     2.037    11   887   0.012   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 |         .              .              .              .
       9 |           .              .              .
      10 |         .              .
      11 |          .
      12 |      .              .
      13 |             .
      14 |        .              .
      15 |    .              .              .
      16 |           .              .              .
      17 |            .              .              .
      18 |      .              .              .              .
      19 |          .              .              .              .
         +--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+

End of run #6