All of Statistics

All of Statistics

by Larry Wasserman
Epub (Kobo), Epub (Adobe)
Publication Date: 07/03/2016

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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.

ISBN:
9780387217369
9780387217369
Category:
Numerical analysis
Format:
Epub (Kobo), Epub (Adobe)
Publication Date:
07-03-2016
Language:
English
Publisher:
Springer New York

This item is delivered digitally

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