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Titre du document / Document title

A distribution free plotting position

Auteur(s) / Author(s)

YU G.-H. (1) ; HUANG C.-C. (2) ;

Affiliation(s) du ou des auteurs / Author(s) Affiliation(s)

(1) Water Resources Management and Policy Research Center, Tamkang University, Tamsui 251, TAIWAN, PROVINCE DE CHINE
(2) Department of Information Management, Yuan-Ze University, Jung Li 320, TAIWAN, PROVINCE DE CHINE

Résumé / Abstract

Many plotting position formulae have been proposed for the past few decades. These formulae are derived or obtained under some specific assumption of probability distribution. Because in practice the data are often plotted in order to determine its probability distribution, it causes difficulty and confusion in selecting the plotting position formula. The objective of this study is to find a plotting position formula which is distribution free. In this study, the plotting position formulae corresponding to the order statistic mean, mode and median are investigated. The order statistic mean, mode and median values are determined by numerical integration and differentiation, and the corresponding plotting position formulae are obtained by regression analysis. The results indicate that both the plotting position formulae for the order statistic mean and mode vary with the distribution of data, but the plotting position formula for the order statistic median is distribution free. The distribution free plotting position formula for the order statistic median is proposed in this study as (i-0.326)/(n+0.348).

Revue / Journal Title

Stochastic environmental research and risk assessment    ISSN  1436-3240 

Source / Source

2001, vol. 15, no6, pp. 462-476 (18 ref.)

Langue / Language

Anglais

Editeur / Publisher

Springer, Berlin, ALLEMAGNE  (1999) (Revue)

Mots-clés anglais / English Keywords

graphic methods

;

regression analysis

;

differentiation

;

probability

;

distribution

;

Mots-clés français / French Keywords

Distribution probabilité

;

Méthode graphique

;

Régression statistique

;

Différenciation

;

Probabilité

;

Distribution

;

Mots-clés espagnols / Spanish Keywords

Regresión estadística

;

Probabilidad

;

Localisation / Location

INIST-CNRS, Cote INIST : 21310, 35400010336288.0030

Nº notice refdoc (ud4) : 14151257



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