Computational Statistics, Second Edition - GH Givens

Computational Statistics, Second Edition

GH Givens (Autor)

Software / Digital Media
496 Seiten
2013
John Wiley & Sons Inc (Hersteller)
978-1-118-55555-2 (ISBN)
158,21 inkl. MwSt
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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.

GEOF H. GIVENS, PhD, is Associate Professor in the Department of Statistics at Colorado State University. He serves as Associate Editor for Computational Statistics and Data Analysis. His research interests include statistical problems in wildlife conservation biology including ecology, population modeling and management, and automated computer face recognition. JENNIFER A. HOETING, PhD, is Professor in the Department of Statistics at Colorado State University. She is an award-winning teacher who co-leads large research efforts for the National Science Foundation. She has served as associate editor for the Journal of the American Statistical Association and Environmetrics. Her research interests include spatial statistics, Bayesian methods, and model selection. Givens and Hoeting have taught graduate courses on computational statistics for nearly twenty years, and short courses to leading statisticians and scientists around the world.

Erscheint lt. Verlag 12.3.2013
Verlagsort New York
Sprache englisch
Maße 216 x 274 mm
Gewicht 3436 g
Themenwelt Mathematik / Informatik Mathematik Analysis
Mathematik / Informatik Mathematik Statistik
Naturwissenschaften Physik / Astronomie
ISBN-10 1-118-55555-4 / 1118555554
ISBN-13 978-1-118-55555-2 / 9781118555552
Zustand Neuware
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