Opening book details…
Can I read Bayesian Data Analysis (Chapman & Hall/CRC Texts in Statistical Science Book 106) on EtoBox?
Bayesian Data Analysis (Chapman & Hall/CRC Texts in Statistical Science Book 106) by Carlin, John B.;Dunson, David B.;Gelman, Andrew;Rubin, Donald B.;Stern, Hal S.;Vehtari, Aki is a nonfiction available to read on EtoBox.
What is Bayesian Data Analysis (Chapman & Hall/CRC Texts in Statistical Science Book 106) about?
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; Part II: Fundamentals of Bayesian Data Analysis; Chapter 6: Model Checking; Chapter 7: Evaluating, Comparing, and Expanding Models; Chapter 8: Modeling Accounting for Data Collection; Chapter 9: Decision Analysis; Part III: Advanced Computation; Chapter 10: Introduction to Bayesian Computation. Chapter 11: Basics of Markov Chain SimulationChapter 12: Computationally Efficient Markov Chain Simulation; Chapter 13: Modal and Distributional Approximations; Part IV: Regression Models; Chapter 14: Introduction to Regression Models; Chapter 15: Hierarchical Linear Models; Chapter 16: Generalized Linear Models; Chapter 17: Models for Robust Inference; Chapter 18: Models for Missing Data; Part V: Nonlinear and Nonparametric Models; Chapter 19: Parametric Nonlinear Models; Chapter 20: Basis Function Models; Chapter 21: Gaussian Process Models; Chapter 22: Finite Mixture Models. Chapter 23: Dirich
Who reads Bayesian Data Analysis (Chapman & Hall/CRC Texts in Statistical Science Book 106)?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- Carlin, John B.;Dunson, David B.;Gelman, Andrew;Rubin, Donald B.;Stern, Hal S.;Vehtari, Aki
- Publisher
- CRC Press LLC
- Published
- 2013
- Language
- EN
- ISBN
- 9781040062340
- Category
- nonfiction
- Subjects
- Mathematics, Computer Science, Science
- Rating
- 4.5 / 5 (2 ratings)
- Updated
- 2026-03-24
Other editions & translations
- Bayesian Data Analysis, Second Edition (Chapman & Hall CRC Texts in Statistical Science) (2003)
- Bayesian Data Analysis, Second Edition (Chapman & Hall/CRC Texts in Statistical Science) (2004)
- Bayesian Data Analysis Third Edition 3rd Edition Chapman HallCRC Texts in Statistical Science (2014)
- Bayesian Data Analysis Third Edition 3rd Edition Chapman HallCRC Texts in Statistical Science (2013)
- Bayesian Data Analysis (Chapman & Hall/CRC Texts in Statistical Science) (2003)
More by Carlin, John B.;Dunson, David B.;Gelman, Andrew;Rubin, Donald B.;Stern, Hal S.;Vehtari, Aki
Similar books
- Probability and Bayesian Modeling (Chapman & Hall/CRC Texts in Statistical Science) — Jim Albert; Jingchen Hu (2020)
- Bayesian Networks: With Examples in R (Chapman & Hall/CRC Texts in Statistical Science) — Denis, Jean-Baptiste; Scutari, Marco (2014)
- Time Series: Modeling, Computation, and Inference (Chapman & Hall/CRC Texts in Statistical Science) — West, Mike; Prado, Raquel (2010)
- Modelling Binary Data (Chapman & Hall/CRC Texts in Statistical Science) — David Collett (2014)
- Introduction to Functional Data Analysis (Chapman & Hall/CRC Texts in Statistical Science) — Kokoszka, Piotr; Reimherr, Matthew (2017)
- Bayes Rules!: An Introduction to Applied Bayesian Modeling (Chapman & Hall/CRC Texts in Statistical Science) — Johnson, Alicia A., Ott, Miles Q., Dogucu, Mine (2022)