Statistical Methods for Tensor Data Analysis

Abstract

This book chapter provides a brief introduction of tensors and a selective overview of tensor data analysis. Tensor data analysis has been an increasingly popular and also a challenging topic in multivariate statistics. In this book chapter, we aim to review the current literature on statistical models and methods for tensor data analysis.