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All of Statistics

All of Statistics

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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.
Product details
Binding:
Paperback
Edition:
1
Number of Pages:
468
Release Date:
2010-12-01
Publication Date:
2010-12-01
Publisher:
Springer New York
Languages:
Original: English
ISBN10:
1441923225
ISBN13:
9781441923226
GPSR Manufacturer Reference:
Weight:
705 g
Height:
156 cm
Width:
234 cm
Thickness:
26 cm

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The items bear minimal signs of past use, such as light scratches or memories in the form of markings. These signs of wear give the items a charming character and tell stories of their previous owners, while not affecting their functionality.
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