Higher Order Markov Structure-Based Logistic Model and Likelihood Inference for Ordinal Data

Authors

Soma Chowdhury Biswas, University of Chittagong, Chittagong, BangladeshFollow
M. Ataharul Islam, University of Dhaka, BangladeshFollow
Jamal Nazrul Islam, University of Chittagong, Chittagong, BangladeshFollow

Abstract

Azzalini (1994) proposed a first order Markov chain for binary data. Azzalini’s model is extended for ordinal data and introduces a second order model. Further, the test statistics are developed and the power of the test is determined. An application using real data is also presented.

DOI

10.22237/jmasm/1320120660