example_acath.R This file provides code for example Duke Cardiac Catheterization Diagnostic Dataset. We apply four methods: logistic regression, single index, nonparametric minmax and WYIM to male ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way interactions between predictor variables. Compared to standard linear ...

With no restriction on covariance matrices, we also provide a solution of the best linear combination of markers in the sense that the area under the ROC curve of this combination is maximized among ...

We introduce the class of conditional linear combination tests, which reject null hypotheses concerning model parameters when a data-dependent convex combination of two identification-robust ...

This repository implements the approach described in the paper "Representing visual classification as a linear combination of words" (Agarwal, Semenov, & Lotter, 2023). The method uses a ...