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Computational Statistic

Givens, Geof H.

Computational Statistic - 2nd ed. - New Jersey Wiley 2013 - xviii, 469 p. ill. 24 - Wiley series in computational statistics .

Includes bibliographical references and index.

Retaining the general organization and style of its predecessor, this new edition continues to serve as a comprehensive guide to modern and classical methods of statistical computing and computational statistics. Approaching the topic in three major parts--optimization, integration, and smoothing--the book includes an overview section in each chapter introduction and step-by-step implementation summaries to accompany the explanations of key methods; expanded coverage of Monte Carlo sampling and MCMC; a chapter on Alternative Viewpoints; a related Web site; new exercises; and more.

9781118555484


Mathematical statistics
Data processing
Functional analysis
Computational complexity
Algorithms

519.5 / GIV