All of Statistics
A Concise Course in Statistical Inference
Ranked #30 in Statistics, Ranked #51 in Machine Learning — see more rankings.
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 nonparametric curve estimation, bootstrapping, and clas- sification, topics that are usually relegated to follow-up courses. The reader... more
Rankings by Category
All of Statistics is ranked in the following categories:
- #96 in Data Science
- #57 in Deep Learning
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