Objectives To examine the associations between physical fitness in male adolescents and coronary and carotid atherosclerosis in middle age. Methods This population-based cohort study linked physical ...

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.

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 ...

This article derives a new family of estimators, namely the minimum density power divergence estimators, as a robust generalization of the maximum likelihood estimator for the polytomous logistic ...

In recent years, the Hamiltonian Monte Carlo (HMC) algorithm has been found to work more efficiently compared to other popular Markov chain Monte Carlo (MCMC) methods (such as random walk ...