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Book synopsis

This new edition continues to serve as a comprehensive guide to modern and classical methods of statistical computing. The book is comprised of four main parts spanning the field:§Optimization§Integration and Simulation§Bootstrapping§Density Estimation and Smoothing§Within these sections,each chapter includes a comprehensive introduction and step-by-step implementation summaries to accompany the explanations of key methods. The new edition includes updated coverage and existing topics as well as new topics such as adaptive MCMC and bootstrapping for correlated data. The book website now includes comprehensive R code for the entire book. There are extensive exercises, real examples, and helpful insights about how to use the methods in practice.

Book details

Book category Books in English Mathematics & science Mathematics Calculus & mathematical analysis

• Full title: Computational Statistics 2e
• Author: Geof H. Givens, Jennifer A. Hoeting
• Language: English
• Binding: Hardback
• Number of pages: 496
• EAN: 9780470533314
• ISBN: 0470533315
• ID: 01388476
• Publisher: John Wiley & Sons Inc
• Weight: 826 g
• Dimensions: 243 × 156 × 30 mm
• Date of publishing: 07. December 2012

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