Scholion.ai

Improved Likelihood Ratio Statistics for Generalized Linear Models

Gauss M. Cordeiro

Journal of the Royal Statistical Society: Series B (Statistical Methodology) · 1983 · Volume 45 · Issue 3

DOI: 10.1111/j.2517-6161.1983.tb01269.x

Abstract

This paper gives a general formula for the expected value of the likelihood ratio statistic for generalized linear models, corrected up to terms of ordern-1, wherenis the size of the sample. The application of this formula to some models is illustrated.

Keywords

bartlett's correction factor, chi-squared distribution, deviance, generalized linear model, maximum likelihood

Enable JavaScript for citation tools and additional paper interactions.