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.

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

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

This textbook provides a step-by-step introduction to the tools and principles of high-dimensional statistics. Each chapter is complemented by numerous exercise