Code: 01384425

Elements of Computational Statistics

Name: Elements of Computational Statistics
Brand: Springer-Verlag New York Inc.
SKU: 01384425
Price: 169.42 EUR
Availability: BackOrder
Author: James E. Gentle
ISBN: 9780387954899

by James E. Gentle

Language: English
Binding: Hardback
Number of pages: 420
Publisher: Springer-Verlag New York Inc., 2005
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Book synopsis

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 themethods; 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.