Estimation of genetic parameters using molecular markers and EM-algorithms

Abstract

In this paper we present a new method for estimating genetic parameters of an F2-generation model. Using an iterative algorithm we derive explicit expressions for the Maximum Likelihood estimates of the additive and dominance effects. Finally we calculate the variance covariance matrix of our Maximum Likelihood estimates, which enables us to determine a confidence interval for the location of a quantitative trait locus.