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Item Details
Title: ALL OF STATISTICS
A CONCISE COURSE IN STATISTICAL INFERENCE
By: Larry Wasserman
Format: Hardback

List price: £59.99


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ISBN 10: 0387402721
ISBN 13: 9780387402727
Publisher: SPRINGER-VERLAG NEW YORK INC.
Pub. date: 15 September, 2004
Edition: 1st Corrected ed. 2004. Corr. 2nd printing 2004
Series: Springer Texts in Statistics
Pages: 442
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. Statistics, data mining, and machine learning are all concerned with collecting and analysing data.
Synopsis: 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.
Illustrations: XX, 442 p.
Publication: US
Imprint: Springer-Verlag New York Inc.
Returns: Non-returnable
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