RefVal: a program implementing the recommendations of the International Federation of Clinical Chemistry on the statistical treatment of reference values.

RefVal is a computer program that implements the recommendations of the International Federation of Clinical Chemistry on the statistical treatment of reference values. The program performs the following main tasks: graphical display of the distribution of reference values, identification or elimination of outliers, testing of the fit of the distribution to Gaussian shape (coefficients of skewness and kurtosis, Anderson-Darling's test, Cramér-von Mises' test, Kolmogorov-Smirnov's test), non-parametric and parametric estimation of reference limits (fractiles, percentiles). The parametric estimation method is based on a two-stage mathematical transformation of data: (1) Manly's exponential transformation (to remove skewness) and (2) John and Draper's modulus transformation (to adjust for remaining kurtosis). The program exists in different versions. The paper describes two of these: (1) a library of FORTRAN functions and subroutines and (2) a Pascal PC program that runs under MS-DOS.

[1]  A. H. Reed,et al.  Influence of statistical method used on the resulting estimate of normal range. , 1971, Clinical chemistry.

[2]  R. Borth,et al.  Quality control in clinical chemistry. Part 2. Assessment of analytical methods for routine use. , 1976 .

[3]  D L DeMets,et al.  Estimation of normal ranges and cumulative proportions by transforming observed distributions to gaussian form. , 1972, Clinical chemistry.

[4]  K. Linnet,et al.  Two-stage transformation systems for normalization of reference distributions evaluated. , 1987, Clinical chemistry.

[5]  W. J. Dixon,et al.  Processing Data for Outliers , 1953 .

[6]  W. J. Dixon,et al.  BMDP statistical software : 1981 , 1982 .

[7]  Anders Hald,et al.  Statistical Theory with Engineering Applications , 1952 .

[8]  Douglas M. Hawkins Identification of Outliers , 1980, Monographs on Applied Probability and Statistics.

[9]  N. Draper,et al.  An Alternative Family of Transformations , 1980 .

[10]  Bryan F. J. Manly,et al.  Exponential Data Transformations , 1976 .

[11]  Solberg He Statistical treatment of reference values in laboratory medicine: testing the goodness-of-fit of an observed distribution to the Gaussian distribution. , 1986 .

[12]  H. Baadenhuijsen,et al.  Indirect Estimation of Clinical Chemical Reference Intervals from Total Hospital Patient Data: Application of a Modified Bhattacharya Procedure , 1985, Journal of clinical chemistry and clinical biochemistry. Zeitschrift fur klinische Chemie und klinische Biochemie.

[13]  C. Burtis Tietz textbook of Clinical Chemistry , 1994 .