Computational Statistics (Innbundet)

Serie: Wiley Series in Computational Statistics 



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Forfatter: og
Innbinding: Innbundet
Utgivelsesår: 2012
Antall sider: 496
Forlag: John Wiley and Sons Ltd
Språk: Engelsk
Serie: Wiley Series in Computational Statistics
ISBN/EAN: 9780470533314
Kategori: Data og Matematikk
Omtale: Computational Statistics
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.

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