RUN #19 at 14.05.2003 14:11:38
RefVal Version 4.0
Data file: C:\LAK_lsd\plasma\fe.txt
1076 reference values read from file

LISTING OF SORTED INPUT DATA

    6.02    6.15    6.35    6.45    6.63    6.83    6.84    7.01    7.06    7.80
    7.88    7.88    7.89    8.05    8.07    8.15    8.16    8.22    8.26    8.26
    8.29    8.45    8.48    8.69    8.83    8.96    9.04    9.10    9.15    9.17
    9.18    9.18    9.22    9.24    9.27    9.33    9.37    9.37    9.47    9.52
    9.60    9.65    9.66    9.72    9.77    9.79    9.80    9.84    9.84    9.91
   10.09   10.10   10.10   10.19   10.23   10.25   10.27   10.34   10.35   10.38
   10.55   10.55   10.56   10.59   10.61   10.71   10.72   10.73   10.80   10.83
   10.92   10.98   10.99   11.03   11.10   11.16   11.28   11.32   11.35   11.35
   11.38   11.38   11.46   11.49   11.56   11.60   11.61   11.63   11.65   11.67
   11.72   11.75   11.76   11.85   11.87   11.91   11.93   11.94   11.96   11.97
   11.98   11.99   12.01   12.03   12.04   12.06   12.09   12.11   12.13   12.14
   12.18   12.19   12.23   12.28   12.30   12.31   12.31   12.33   12.36   12.37
   12.43   12.45   12.47   12.48   12.48   12.50   12.50   12.50   12.52   12.52
   12.52   12.56   12.56   12.60   12.63   12.63   12.63   12.70   12.75   12.78
   12.79   12.85   12.86   12.92   12.92   12.97   12.97   12.97   13.01   13.04
   13.07   13.08   13.12   13.12   13.13   13.16   13.18   13.19   13.20   13.22
   13.23   13.24   13.28   13.33   13.34   13.35   13.36   13.37   13.39   13.41
   13.43   13.43   13.44   13.45   13.45   13.47   13.49   13.51   13.51   13.52
   13.52   13.55   13.56   13.57   13.57   13.60   13.63   13.63   13.64   13.66
   13.70   13.70   13.71   13.73   13.78   13.80   13.80   13.82   13.84   13.88
   13.91   13.92   13.95   13.95   13.99   14.01   14.02   14.02   14.04   14.07
   14.12   14.12   14.14   14.15   14.17   14.18   14.20   14.20   14.21   14.25
   14.26   14.28   14.35   14.36   14.37   14.37   14.39   14.42   14.42   14.45
   14.47   14.48   14.49   14.49   14.50   14.51   14.51   14.53   14.55   14.57
   14.59   14.61   14.64   14.70   14.75   14.77   14.77   14.79   14.81   14.82
   14.83   14.88   14.91   14.92   14.96   14.97   14.98   14.99   15.00   15.03
   15.04   15.06   15.06   15.06   15.07   15.08   15.09   15.09   15.12   15.12
   15.12   15.13   15.14   15.16   15.16   15.16   15.19   15.21   15.22   15.22
   15.23   15.23   15.23   15.25   15.25   15.26   15.27   15.27   15.29   15.30
   15.30   15.30   15.31   15.32   15.32   15.33   15.34   15.34   15.38   15.38
   15.42   15.43   15.43   15.43   15.44   15.45   15.47   15.48   15.48   15.49
   15.50   15.51   15.53   15.53   15.56   15.59   15.59   15.59   15.60   15.62
   15.64   15.69   15.70   15.71   15.75   15.75   15.77   15.78   15.79   15.82
   15.83   15.83   15.84   15.86   15.88   15.90   15.91   15.91   15.93   15.95
   15.95   15.97   15.99   16.01   16.05   16.06   16.08   16.09   16.10   16.12
   16.14   16.15   16.15   16.18   16.19   16.20   16.20   16.22   16.22   16.22
   16.22   16.22   16.23   16.23   16.24   16.25   16.30   16.32   16.36   16.36
   16.37   16.39   16.39   16.40   16.44   16.46   16.46   16.47   16.47   16.48
   16.49   16.49   16.52   16.57   16.57   16.58   16.61   16.65   16.66   16.67
   16.67   16.72   16.75   16.75   16.79   16.80   16.84   16.86   16.89   16.95
   16.96   16.96   16.96   16.97   16.98   17.01   17.02   17.02   17.04   17.06
   17.08   17.09   17.13   17.13   17.15   17.18   17.18   17.18   17.22   17.24
   17.26   17.27   17.28   17.28   17.28   17.31   17.31   17.32   17.33   17.35
   17.38   17.39   17.39   17.40   17.44   17.44   17.45   17.45   17.50   17.51
   17.51   17.53   17.54   17.54   17.54   17.55   17.55   17.56   17.57   17.57
   17.60   17.62   17.62   17.64   17.65   17.66   17.66   17.69   17.70   17.72
   17.74   17.74   17.75   17.77   17.79   17.80   17.81   17.81   17.82   17.83
   17.87   17.88   17.90   17.94   17.96   17.97   17.98   18.02   18.02   18.02

   18.09   18.13   18.14   18.15   18.15   18.15   18.16   18.16   18.17   18.17
   18.20   18.20   18.22   18.23   18.25   18.29   18.36   18.36   18.38   18.40
   18.42   18.43   18.45   18.46   18.47   18.47   18.47   18.49   18.52   18.53
   18.55   18.57   18.58   18.58   18.59   18.64   18.65   18.68   18.69   18.70
   18.72   18.75   18.76   18.77   18.79   18.80   18.80   18.81   18.83   18.83
   18.85   18.89   18.91   18.91   18.93   18.94   18.95   18.96   18.98   18.99
   19.00   19.00   19.02   19.02   19.03   19.03   19.04   19.07   19.09   19.10
   19.11   19.12   19.13   19.14   19.14   19.15   19.20   19.22   19.22   19.23
   19.24   19.26   19.26   19.28   19.29   19.33   19.33   19.34   19.38   19.39
   19.42   19.43   19.45   19.46   19.50   19.51   19.52   19.52   19.53   19.53
   19.55   19.57   19.58   19.58   19.59   19.64   19.64   19.64   19.65   19.67
   19.69   19.71   19.71   19.72   19.72   19.73   19.77   19.78   19.78   19.78
   19.79   19.79   19.82   19.84   19.86   19.87   19.87   19.92   19.92   19.95
   19.95   19.96   19.98   19.99   20.00   20.00   20.00   20.00   20.00   20.02
   20.03   20.03   20.07   20.07   20.08   20.12   20.12   20.17   20.19   20.20
   20.21   20.25   20.25   20.26   20.28   20.29   20.29   20.30   20.32   20.33
   20.33   20.34   20.37   20.38   20.39   20.41   20.43   20.46   20.49   20.52
   20.52   20.56   20.56   20.59   20.59   20.60   20.61   20.64   20.66   20.68
   20.71   20.73   20.74   20.74   20.75   20.79   20.79   20.85   20.86   20.88
   20.88   20.90   20.91   20.91   20.91   20.96   21.00   21.06   21.09   21.10
   21.11   21.11   21.12   21.13   21.14   21.14   21.15   21.15   21.17   21.17
   21.18   21.18   21.20   21.23   21.24   21.26   21.26   21.26   21.27   21.28
   21.28   21.29   21.34   21.36   21.37   21.38   21.48   21.48   21.50   21.56
   21.58   21.58   21.59   21.62   21.64   21.65   21.68   21.68   21.69   21.72
   21.74   21.75   21.77   21.77   21.79   21.80   21.81   21.83   21.85   21.86
   21.90   21.91   21.91   21.92   21.94   21.97   22.01   22.06   22.08   22.19
   22.25   22.26   22.28   22.29   22.29   22.34   22.35   22.39   22.41   22.41
   22.46   22.48   22.48   22.50   22.50   22.51   22.51   22.52   22.59   22.60
   22.62   22.65   22.79   22.81   22.81   22.83   22.83   22.86   22.86   22.87
   22.89   22.90   22.92   22.93   22.94   22.94   22.94   23.00   23.01   23.09
   23.10   23.13   23.17   23.18   23.19   23.19   23.19   23.25   23.27   23.27
   23.29   23.32   23.37   23.37   23.37   23.39   23.41   23.41   23.43   23.46
   23.47   23.49   23.49   23.54   23.57   23.60   23.61   23.62   23.63   23.64
   23.64   23.65   23.67   23.68   23.70   23.74   23.76   23.77   23.78   23.78
   23.81   23.82   23.83   23.84   23.87   23.87   23.88   23.89   23.89   23.90
   23.90   23.91   23.91   23.92   23.93   23.94   23.95   23.98   24.03   24.04
   24.06   24.07   24.08   24.09   24.10   24.13   24.14   24.15   24.20   24.22
   24.24   24.24   24.28   24.30   24.33   24.33   24.35   24.35   24.36   24.40
   24.42   24.43   24.45   24.48   24.49   24.50   24.51   24.51   24.55   24.55
   24.56   24.60   24.65   24.67   24.67   24.70   24.70   24.75   24.79   24.86
   24.97   25.04   25.04   25.06   25.10   25.10   25.10   25.16   25.16   25.28
   25.30   25.32   25.33   25.36   25.38   25.42   25.45   25.59   25.62   25.63
   25.64   25.64   25.65   25.69   25.73   25.73   25.75   25.76   25.80   25.81
   25.84   25.85   25.91   25.91   25.93   25.93   25.96   25.99   26.03   26.04
   26.07   26.15   26.22   26.22   26.32   26.37   26.41   26.42   26.45   26.53
   26.53   26.56   26.59   26.61   26.62   26.67   26.72   26.74   26.74   26.85
   26.93   26.98   26.99   27.00   27.06   27.07   27.10   27.22   27.22   27.25
   27.31   27.37   27.41   27.42   27.47   27.48   27.50   27.54   27.57   27.60
   27.62   27.68   27.72   27.76   27.77   27.78   27.83   27.84   27.86   27.95
   27.98   27.99   28.11   28.14   28.15   28.20   28.21   28.22   28.25   28.27
   28.28   28.35   28.36   28.37   28.39   28.49   28.50   28.63   28.66   28.66
   28.69   28.76   28.77   28.96   29.03   29.06   29.12   29.17   29.33   29.38
   29.41   29.41   29.42   29.47   29.76   29.76   29.92   29.94   29.97   29.98
   30.06   30.23   30.24   30.36   30.39   30.39   30.41   30.56   30.58   30.65
   30.91   30.91   30.92   30.97   31.01   31.04   31.17   31.33   31.33   31.48
   31.60   31.68   31.85   31.90   31.95   32.10   32.12   32.14   32.22   32.23
   32.27   32.28   32.66   32.78   32.81   32.82   32.98   33.27   33.36   33.70
   33.95   34.11   34.29   34.35   34.38   34.43   34.46   34.98   35.06   35.69
   36.18   36.61   36.78   37.00   37.71   38.08   38.22   38.81   41.81   43.15
   46.15   47.49   48.24   49.28   50.17   51.71

DISTRIBUTION OF INPUT DATA

     Bar  TopLimit     N  Ncum    Freq     Cum
       1      8.42    21    21   0.020   0.020
       2     10.83    49    70   0.046   0.065
       3     13.23    91   161   0.085   0.150
       4     15.64   160   321   0.149   0.298
       5     18.04   159   480   0.148   0.446
       6     20.45   167   647   0.155   0.601
       7     22.85   120   767   0.112   0.713
       8     25.26   122   889   0.113   0.826
       9     27.66    72   961   0.067   0.893
      10     30.07    50  1011   0.046   0.940
      11     32.47    31  1042   0.029   0.968
      12     34.88    15  1057   0.014   0.982
      13     37.28     7  1064   0.007   0.989
      14     39.69     4  1068   0.004   0.993
      15     42.09     1  1069   0.001   0.993
      16     44.50     1  1070   0.001   0.994
      17     46.90     1  1071   0.001   0.995
      18     49.31     3  1074   0.003   0.998
      19     51.71     2  1076   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 |          .              .
       9 |         .              .              .
      10 |.              .              .              .
      11 |     .              .              .              .
      12 |          .              .              .              .
      13 |            .              .              .              .
      14 |             .              .              .              .
      15 |              .              .              .              .
      16 |              .              .              .              .
      17 |              .              .              .              .
      18 |             .              .              .              .
      19 |             .              .              .              .
         +--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+--+

GOODNESS-OF-FIT TO GAUSSIAN DISTRIBUTION

                                 Value    Prob
Coefficient of skewness:         0.856   0.000
Coefficient of kurtosis:         1.805   0.000
Anderson-Darling's Asquare:      5.355   0.000
Cramer-von Mises's Wsquare:      0.864   0.000
Kolmogorov-Smirnov's Dmax:       0.051   0.000

ESTIMATES OF REFERENCE LIMITS AND THEIR CONFIDENCE INTERVALS

Non-parametric estimates: 
     Fraction   Ref.limit   0.90-confidence interval
        0.025        9.03         8.26 ..    9.37
        0.975       33.72        32.23 ..   34.98

Bootstrap estimates: 
     Fraction   Ref.limit   0.90-confidence interval
        0.025        8.91         8.31 ..    9.50
        0.975       33.53        32.26 ..   34.81

Parametric estimates: 
     Fraction   Ref.limit   0.90-confidence interval
        0.025        9.12         8.78 ..    9.47
        0.975       34.22        33.35 ..   35.11

Parametric estimation: TRANSFORMATION DETAILS

Mean of original data                              19.5858
St.dev. of original data                            6.4907
Parameter of expo-transform                        -0.2404
Mean of expo-transformed data                      -0.1143
St.dev. of expo-transformed data                    0.9533
Coeff. of skewness of expo-transformed data         0.0033
Coeff. of kurtosis of expo-transformed data        -0.0999
Parameter of modu-transform                         1.0718
Mean of modu-transformed data                      -0.0001
St.dev. of modu-transformed data                    1.0391
Coeff. of skewness of modu-transformed data         0.0065
Coeff. of kurtosis of modu-transformed data         0.0054
Anderson-Darling's Asq of modu-transformed data     0.2275
Probability of Asq                                  1.0000

DISTRIBUTION OF TRANSFORMED DATA

     Bar  TopLimit     N  Ncum    Freq     Cum
       1    -2.560     9     9   0.008   0.008
       2    -2.231    12    21   0.011   0.020
       3    -1.902    21    42   0.020   0.039
       4    -1.573    31    73   0.029   0.068
       5    -1.244    47   120   0.044   0.112
       6    -0.915    84   204   0.078   0.190
       7    -0.586   114   318   0.106   0.296
       8    -0.257   112   430   0.104   0.400
       9     0.071   134   564   0.125   0.524
      10     0.400   139   703   0.129   0.653
      11     0.729   100   803   0.093   0.746
      12     1.058   109   912   0.101   0.848
      13     1.387    73   985   0.068   0.915
      14     1.717    42  1027   0.039   0.954
      15     2.046    26  1053   0.024   0.979
      16     2.375    12  1065   0.011   0.990
      17     2.704     3  1068   0.003   0.993
      18     3.033     3  1071   0.003   0.995
      19     3.362     5  1076   0.005   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 #19