Accession Number : AD0767375
Title : Discrete Variate Generation.
Descriptive Note : Technical rept.,
Corporate Author : YALE UNIV NEW HAVEN CONN DEPT OF ADMINISTRATIVE SCIENCES
Personal Author(s) : Fishman,George S.
Report Date : SEP 1973
Pagination or Media Count : 36
Abstract : The paper examines alternative techniques for generating random variables from the Poisson, geometric, negative binomial and binomial distributions on a digital computer. A fourfold criterion is used to evaluate these techniques. The criterion is based on the CPU time needed to generate a variate, the sensitivity of this time to changing parameter values, numerical roundoff error and extent to which cost-saving distributional approximations can be used. One conclusion of the study is that in many cases the inverse transformation method appears more attractive than alternative techniques specific to particular distributions. (Author)
Descriptors : (*STATISTICAL DISTRIBUTIONS, *COMPUTER PROGRAMMING), DIGITAL COMPUTERS, TRANSFORMATIONS, APPROXIMATION(MATHEMATICS), COMPILERS, RANDOM VARIABLES
Subject Categories : Statistics and Probability
Computer Programming and Software
Distribution Statement : APPROVED FOR PUBLIC RELEASE