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 book features research contributions from The Abel Symposium on Statistical Analysis for High Dimensional Data, held in Nyvågar, Lofoten, Norway, in May 2

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

This modern approach integrates classical and contemporary methods, fusing theory and practice and bridging the gap to statistical learning.

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