Fast and Stable Maximum Likelihood Estimation for Incomplete Multinomial Models

Chenyang Zhang, Guosheng Yin

Abstract: We propose a fixed-point iteration approach to the maximum likelihood estimation for the incomplete multinomial model, which provides a unified framework for ranking data analysis. Incomplete obser...