SPECIAL TOPICS-TENSOR METHODS IN STATISTICS

STA 790-1-01

FIRST FOUR WEEKS- August 26, 2019 to September 18, 2019

For many modern datasets the unit of analysis is a matrix or multiway array. Examples include networks, images, multifactor experiments and multivariate time series. In this class we will learn the basic tools of matrix and tensor data analysis, such as tensor decompositions and multilinear models. We will also review the latest statistical research in this area.Synopsis: For many modern datasets the unit of analysis is a matrix or multiway array. Examples include networks, images, multifactor experiments and multivariate time series. In this class we will learn the basic tools of matrix and tensor data analysis, such as tensor decompositions and multilinear models. We will also review the latest statistical research in this area.

Day / Time: 

MW 10:05 AM-11:20 AM

Location: 

Old Chem 101

Instructor: 

Hoff, Peter

Section: 

01