Book of Donmon Teith

An integrated package of powerful probabilistic tools and key applications in modern mathematical data science.

The title High Dimensional Probability is used to describe the many tributaries of research on Gaussian processes and probability in Banach spaces that started

Praise for the first edition: "[This book] succeeds singularly at providing a structured introduction to this active field of research. ... it is arguably the m

A coherent introductory text from a groundbreaking researcher, focusing on clarity and motivation to build intuition and understanding.

Modern statistics deals with large and complex data sets, and consequently with models containing a large number of parameters. This book presents a detailed ac