All of Statistics - Wasserman, Larry
All of Statistics - Wasserman, Larry WINNER OF THE 2005 DEGROOT PRIZE!§This book is for people who want to learn probability and statistics quickly. The book is suitable for students and researchers…
Specifikacia All of Statistics - Wasserman, Larry
All of Statistics - Wasserman, Larry
WINNER OF THE 2005 DEGROOT PRIZE!§This book is for people who want to learn probability and statistics quickly. The book is suitable for students and researchers in statistics, computer science, data mining and machine learning.§This book covers a much wider range of topics than a typical introductory text on mathematical statistics. It brings together many of the main ideas in modern statistics in one place.
The reader is assumed to know calculus and a little linear algebra. It includes modern topics like nonparametric curve estimation, bootstrapping and classification, topics that are usually relegated to follow-up courses. No previous knowledge of probability and statistics is required.
The text can be used at the advanced undergraduate and graduate level.§