Parsimonious Estimation of Sex-Specific Map Distances by Stepwise Maximum Likelihood Regression

Cathy S.J. Fann and Jurg Ott

Genomics , 29, 571--575 (1995)

Abstract

In human genetic maps, differences between female (x_f) and male (x_m) map distances may be characterized by the ratio, R=x_f/x_m, or the relative difference, Q= (x_f-x_m)/(x_f+x_m) = (R-1)/(R+1). For a map of genetic markers spread along a chromosome, Q(d) may be viewed as a graph of Q versus the midpoints, d, of the map intervals. To estimate male and female map distances for each interval, a noval method is proposed to evaluate the most parsimonious trend of Q(d) along the chromosome, where Q(d) is expressed as a polynomail in d. Stepwise maximum likelihood polunomial regression of Q is described. The procedure has been implemented in a FORTRAN program package, TREND, and is applied to data on chromosome 18.