Computational Statistics, Second Edition. Author(s). Geof H. Givens · Jennifer A. Hoeting. First published March Print ISBN |Online. Computational Statistics by Geof H. Givens; Jennifer A. Hoeting. Review by: Galin L. Jones. Journal of the American Statistical Association, Vol. Computational Statistics, 2nd Edition. by Jennifer A. Hoeting, Geof H. Givens. Publisher: John Wiley & Sons. Release Date: November
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Write a customer review. Algorithms are explained both conceptually and byusing step-by-step descriptions, and are illustrated with detailedexamples and exercises. Start reading Computational Statistics on your Kindle in under a minute. View table of contents. The new edition includes updated coverage and existing topics as well as new topics such as adaptive MCMC and bootstrapping for correlated data.
Markov Chain Monte Carlo 7. The text emphasizes areas that are central to understanding the evolving field of computational statistics including areas where routine application of software often fails to solve complex problems. Start Free Trial No credit card required. Buy the selected gvens together This item: Topics covered include ordinary and combinatorial optimization, algorithms for missing data, numerical and Monte Carlo integration, simulation, introductory and advanced Markov chain Monte Carlo, bootstrapping, density estimation, and smoothing.
I am using this as the main textbook in one of my courses on Computational Statisrics. It was interesting to see how they implement numerical methods for statistics. Amazon Second Chance Pass it on, trade it in, give it a second life.
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Shopbop Designer Fashion Brands. Her research interests include spatialstatistics, Bayesian methods, and model selection. Top Reviews Most recent Top Reviews. If you are a seller for this product, would you like to suggest updates through seller support?
Also, for the end statistice the chapter computafional exercises, it might be worthwhile to give some point estimates of the final solution if possible. Backed by many years of classroom experience, the authors help Computational Statistics, 2nd Edition by Jennifer A. The Elements of Statistical Learning: Book Description This new edition continues to serve as a comprehensive guide to modern and classical methods of statistical computing.
Advanced undergraduate students can also use this text to learn the basics and for deeper study as jnenifer progress. AmazonGlobal Ship Orders Internationally.
The book website now includes comprehensive R code for the entire book. Hoeting No preview available – After going through the book for four months now, I feel the book does a reasonably good job of explaining the theoretical under pinning of the subject area without getting too mathematical given the subject, its impossible to do it without mathematics.
Ok book has some errors thou. By providing readers with a thorough understanding of contemporary statistical techniques, the book gives readers a solid foundation for contributing their own ideas and finding new applications for this dynamic field.
Computational statistics – Geof H. Givens, Jennifer Ann Hoeting – Google Books
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Computational Statistics Statistics and Computing. Simulation and Monte Carlo Integration 6. The bookwebsite now includes comprehensive R code for the entirebook. Would you like to tell us about a lower price? Amazon Drive Cloud storage from Amazon. There are extensive exercises, real computatipnal, and helpful insights about how to use the methods in practice.
His interests include wildlife population dynamics modeling, Bayesian methods, computerized face recognition, and bioinformatics. Thebook is comprised of four main parts stagistics the field:. The ebook version does not provide access to the companion files.
Computational Statistics, 2nd Edition
Don’t have a Kindle? Amazon Rapids Fun stories for kids on the go. Thebook is comprised of four main parts spanning the field: Density Estimation and Smoothing Chapter