Elements of computational statistics

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Last edited by MARC Bot
August 13, 2024 | History

Elements of computational statistics

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This book describes techniques used in computational statistics and considers some of the areas of applications, such as density estimation and model building, in which computationally intensive methods are useful. In computational statistics, computation is viewed as an instrument of discovery; the role of the computer is not just to store data, perform computations, and produce graphs and tables, but additionally to suggest to the scientist alternative models and theories. Another characteristic of computational statistics is the computational intensity of the methods; even for datasets of medium size, high performance computers are required to perform the computations. Graphical displays and visualization methods are usually integral features of computational statistics.

Publish Date
Publisher
Springer
Language
English
Pages
420

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Previews available in: English

Edition Availability
Cover of: Elements of Computational Statistics
Elements of Computational Statistics
June 28, 2005, Springer
in English
Cover of: Elements of computational statistics
Elements of computational statistics
2002, Springer
in English
Cover of: Elements of computational statistics
Elements of computational statistics
2002, Springer
in English

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Book Details


Edition Notes

Includes bibliographical references (p. 385-408) and indexes.

Published in
New York
Series
Statistics and computing

Classifications

Library of Congress
QA276.4 .G455 2002, QA276.4 .G455 2002, QA276.4-.45

The Physical Object

Pagination
xviii, 420 p. :
Number of pages
420

ID Numbers

Open Library
OL17719687M
Internet Archive
elementscomputat00gent
ISBN 10
0387954899
LCCN
2002067018
OCLC/WorldCat
49679391
Library Thing
5164908
Goodreads
2787451

First Sentence

"The purpose of an exploration of data may be rather limited and ad hoc, or the purpose may be more general, perhaps to gain understanding of some natural phenomenon."

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History

Download catalog record: RDF / JSON / OPDS | Wikipedia citation
August 13, 2024 Edited by MARC Bot import existing book
December 19, 2023 Edited by ImportBot import existing book
November 15, 2023 Edited by MARC Bot import existing book
November 8, 2023 Edited by ImportBot import existing book
September 30, 2008 Created by ImportBot Imported from Oregon Libraries MARC record