Product Models for Frequency Tables Involving Indirect Observation

Abstract

Frequency tables are often encountered which cannot be directly observed. Examples occur in gene frequency estimation problems, latent structure analysis, epidemiology, and studies of group interactions. A class of models is proposed for these various applications. Maximum likelihood equations are derived, together with methods for their solution. Large-sample properties of these estimates are studied.