ENGLISH

All of Statistics: A Concise Course in Statistical Inference

By Larry Wasserman

Book information

Publisher
Springer
Year
2005
ISBN
1441923225, 9781441923226
Language
english
Format
DJVU
Filesize
3 MB (3074010 bytes)
Edition
1
Pages
444\444
DPI
600
Time added
2023-10-25 22:22:05

Description

Taken literally, the title "All of Statistics" is an exaggeration. But in spirit, the title is apt, as the book does cover a much broader range of topics than a typical introductory book on mathematical statistics. This book is for people who want to learn probability and statistics quickly. It is suitable for graduate or advanced undergraduate students in computer science, mathematics, statistics, and related disciplines. The book includes modern topics like non-parametric curve estimation, bootstrapping, and classification, topics that are usually relegated to follow-up courses. The reader is presumed to know calculus and a little linear algebra. No previous knowledge of probability and statistics is required. Statistics, data mining, and machine learning are all concerned with collecting and analysing data.

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