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Elements of Statistical Computing 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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R. A. Thisted 作者

Chapman and Hall/CRC

译者

1988-03-01 出版日期

448 页数

USD 124.95 价格

Hardcover

丛书系列

9780412013713 图书编码

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Elements of Statistical Computing 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Elements of Statistical Computing 在线电子书图书描述

Statistics and computing share many close relationships. Computing now permeates every aspect of statistics, from pure description to the development of statistical theory. At the same time, the computational methods used in statistical work span much of computer science. Elements of Statistical Computing covers the broad usage of computing in statistics. It provides a comprehensive account of the most important computational statistics. Included are discussions of numerical analysis, numerical integration, and smoothing. The author give special attention to floating point standards and numerical analysis; iterative methods for both linear and nonlinear equation, such as Gauss-Seidel method and successive over-relaxation; and computational methods for missing data, such as the EM algorithm. Also covered are new areas of interest, such as the Kalman filter, projection-pursuit methods, density estimation, and other computer-intensive techniques.

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