Bayesian data analysis — Scriptorium Liberum

Bayesian Data Analysis

✍ Andrew Gelman, John B. Carlin, Hal S. Stern, Donald B. Rubin 📂 Library 📅 2003 🏛 Chapman and Hall/CRC 🌐 English

Incorporating new and updated information, this second edition of THE bestselling text in Bayesian data analysis continues to emphasize practice over theory, describing how to conceptualize, perform, and critique statistical analyses from a Bayesian perspective. Its world-class authors provide guida

Bayesian Data Analysis

📁 Bayesian Data Analysis

✍ Andrew Gelman, John B. Carlin, Hal S. Stern, Donald B. Rubin 📂 Library 📅 2004 🏛 Chapman and Hall/CRC 🌐 English

Incorporating new and updated information, this second edition of THE bestselling text in Bayesian data analysis continues to emphasize practice over theory, describing how to conceptualize, perform, and critique statistical analyses from a Bayesian perspective. Its world-class authors provide guida

Bayesian Data Analysis

📁 Bayesian Data Analysis

✍ Carlin, John B.;Dunson, David B.;Gelman, Andrew;Rubin, Donald B.;Stern, Hal S.;V 📂 Library 📅 2013 🏛 CRC Press 🌐 English

Cover; Series; Contents; Preface; Part I: Fundamentals of Bayesian Inference; Chapter 1: Probability and Inference; Chapter 2: Single-parameter Models; Chapter 3: Introduction to Multiparameter Models; Chapter 4: Asymptotics and Connections to non-Bayesian Approaches; Chapter 5: Hierarchical Models;

Bayesian data analysis

📁 Bayesian data analysis

✍ Andrew Gelman, John B. Carlin, Hal S. Stern, Donald B. Rubin 📂 Library 📅 2004 🏛 Chapman & Hall/CRC 🌐 English

Incorporating new and updated information, this second edition of THE bestselling text in Bayesian data analysis continues to emphasize practice over theory, describing how to conceptualize, perform, and critiques statistical analysis from a Bayesian perspective. Changes in the new edition include:

Bayesian Data Analysis

📁 Bayesian Data Analysis

✍ Andrew Gelman, John B. Carlin, Hal S. Stern, David B. Dunson, Aki Vehtari, Donal 📂 Library 📅 2014 🏛 Chapman and Hall/CRC 🌐 English

<P>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. <STRONG>Bayesian Data Analysis, Third Edition</STRONG> continues to take an applied approach to ana

Doing Bayesian Data Analysis

📁 Doing Bayesian Data Analysis

✍ Kruschke, John 📂 Library 📅 2014 🏛 Elsevier Science;Academic Press 🌐 English

Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan, Second Edition provides an accessible approach for conducting Bayesian data analysis, as material is explained clearly with concrete examples. Included are step-by-step instructions on how to carry out Bayesian data analyses in the pop