Related Category: Probability & statistics

Bayesian Data Analysis (Hardcover)
 
作者: Andrew Gelman 
出版社: Taylor & Francis
出版日期: 2013/11/05
尺寸: 0x0x0mm
ISBN-10: 1439840954
ISBN-13: 9781439840955
書城編號: 1123118
 

原價: HK$845.00
現售: HK$802.75 節省: HK$42.25

(購買此書 10本以上 9折, 60本以上 8折)

* 購買後立即進貨, 約需 18-25 天 *


 
內容簡介
 

Winner of the 2016 De Groot Prize from the International Society for Bayesian Analysis

Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving research problems. Bayesian Data Analysis, Third Edition continues to take an applied approach to analysis using up-to-date Bayesian methods. The authors--all leaders in the statistics community--introduce basic concepts from a data-analytic perspective before presenting advanced methods. Throughout the text, numerous worked examples drawn from real applications and research emphasize the use of Bayesian inference in practice.

New to the Third Edition

  • Four new chapters on nonparametric modeling
  • Coverage of weakly informative priors and boundary-avoiding priors
  • Updated discussion of cross-validation and predictive information criteria
  • Improved convergence monitoring and effective sample size calculations for iterative simulation
  • Presentations of Hamiltonian Monte Carlo, variational Bayes, and expectation propagation
  • New and revised software code

The book can be used in three different ways. For undergraduate students, it introduces Bayesian inference starting from first principles. For graduate students, the text presents effective current approaches to Bayesian modeling and computation in statistics and related fields. For researchers, it provides an assortment of Bayesian methods in applied statistics. Additional materials, including data sets used in the examples, solutions to selected exercises, and software instructions, are available on the book's web page.

Andrew Gelman 作者作品表

Bayesian Data Analysis (Hardcover)
Quantitative Tour of the Social Sciences (Paperback)
Data Analysis Using Regression and Multilevel / Hierarchical (Hardcover)
Bayesian Data Analysis (Paperback)
Bayesian Data Analysis, Second Edition (Hardcover)

* 以上資料僅供參考之用, 香港書城並不保證以上資料的準確性及完整性。
* 如送貨地址在香港以外, 當書籍/產品入口時, 顧客須自行繳付入口關稅和其他入口銷售稅項。

 

 

 

  我的賬戶 |  購物車 |  團購優惠 |  加入供應商
廣告刊登 |  公司簡介 |  English

香港書城 版權所有 私隱政策聲明

顯示模式: 電腦版 (改為: 手機版)