Course webpage for Modern Methods in Multivariate Statistics, STAT 7630, Spring 2025 - dspluta/STAT7670 ...

Multivariate statistical analysis refers to a set of statistical techniques used to analyze data that involves multiple variables simultaneously. Unlike univariate or bivariate analyses, which focus ...

ABSTRACT: The problem of classification in situations where the assumption of normality in the data is violated, and there are non-linear clustered structures in the dataset is addressed. A robust ...

High-dimensional model selection in multivariate statistics addresses the challenge of choosing an appropriate statistical model when both the number of variables and the sample size can grow large ...