Elements of Computational Statistics (Statistics and Computing) - Hardcover

Buch 6 von 27: Statistics and Computing

Gentle, James E.

 
9780387954899: Elements of Computational Statistics (Statistics and Computing)
Hardcover
ISBN 10: 0387954899 ISBN 13: 9780387954899
Verlag: Springer, 2005

Inhaltsangabe

Will provide a more elementary introduction to these topics than other books available; Gentle is the author of two other Springer books

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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.

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Verlag
Springer
Erscheinungsdatum
2005
Sprache
Englisch
ISBN 10 
0387954899
ISBN 13 
9780387954899
Einband
Tapa dura
Auflage
2
Anzahl der Seiten
444
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
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