In this paper, I consider a negative multinomial regression model for clustered count data. One example of such data is quarterly counts of a surgical procedure performed from 1988 through 1991 in a ...

This article presents a Bayesian method for estimating nonparametrically a high-dimensional multinomial regression model. The regression functions are expressed as sums of main effects and ...

We’ll look at one dataset on Horse Colic, and then take another look at the wine data, assessing whether scaling the predictor variables makes a difference for the multinomial regression classifier.

A full-code demo from Dr. James McCaffrey of Microsoft Research shows how to predict the type of a college course by analyzing grade counts for each type of course. General naive Bayes classification ...

Background: Studies on the health of immigrant and migrant populations rarely utilize migratory flows instead of stocks. Objectives: We examine the health profile and healthcare access of Mexican ...

Background: Sleep disturbances and their potential association with stroke remains understudied at a population level. We sought to determine the prevalence of sleep disturbances among people who have ...