Description Recent years have witnessed an explosion in the volume and variety of data collected in all scientific disciplines and industrial settings.
It includes chapters that are focused on core methodology and theory - including tail bounds,.
This book provides a self-contained introduction to the area of High-Dimensional statistics, aimed at the first-year graduate level.
Such massive data sets present a number of challenges to researchers in Statistics and machine learning.
Description Recent years have witnessed an explosion in the volume and variety of data collected in all scientific disciplines and industrial settings