ANALYSIS OF DISCRETE DATA USING LINEAR REGRESSION

Abstract

Maximum likelihood estimates are obtained for a linear regressio model where the dependent variable is a linear transformation of mutinomially distributed random variables.

Keywords

• Multinomial distribution
• maximum likelihood estimation
• minimum modified chi-square estimation
• models of marginal homogeneity
• binomial regression