Previous published work deals with goodness of fit tests of the generalized linear model against zero-inflation and against over-dispersion separately. In this paper we deal with the class of ...

Leonard A. Stefanski, Raymond J. Carroll, Conditional Scores and Optimal Scores for Generalized Linear Measurement- Error Models, Biometrika, Vol. 74, No. 4 (Dec ...

In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial regression model, ...

Compute an initial estimate of with an ordinary generalized linear model assuming independence. Compute the working correlations R based on the standardized residuals, the current , and the assumed ...

Linear Models (LM) are one of the most commonly used statistical methods to analyze continuous outcomes. However, many studies in Engineering, Medical Study, Education, etc. involve categorical ...