A First Course in Bayesian Statistical Methods by Peter D. Hoff (Hardback Book)

Name: A First Course in Bayesian Statistical Methods by Peter D. Hoff (Hardback Book)
Brand: Springer-Verlag New York Inc.

Springer-Verlag New York Inc.

Master the principles and applications of Bayesian statistical methods with this comprehensive guide. Designed for readers with a basic understanding of probability, this book offers a clear introduction to Bayesian theory and its practical uses. Explore numerous examples and R-code that demonstrate how to implement Bayesian data analyses for social, biological, and physical sciences. From fundamental concepts like Bayes' rule to advanced topics such as variable selection and semiparametric estimation, this text provides a solid foundation for both introductory and advanced learners. Key Features: - Self-contained introduction to Bayesian statistical methods. - Accessible to readers with basic probability knowledge. - Practical examples and R-code for real-world data analysis. - Covers fundamental to modern Bayesian topics. Summary: A comprehensive hardcover textbook on Bayesian statistical methods by Peter D. Hoff, first edition, written in English, featuring 271 pages and ISBN 9780387922997.