An extension of rank regression techniques to multivariate linear models is proposed and studied. Unlike the co-ordinatewise rank regression techniques considered by some earlier authors, our approach ...

C. C. Holmes, B. K. Mallick, Bayesian Regression with Multivariate Linear Splines, Journal of the Royal Statistical Society. Series B (Statistical Methodology), Vol ...

A multivariate logistic regression model based on 3T mpMRI, clinical, and biopsy parameters for the prediction of prostate cancer extracapsular extension.

This paper considers the problem of jointly decomposing a set of time series variables into cyclical and trend components, subject to sets of stochastic linear restrictions among these cyclical and ...