Theory of Statistical Inference: Anthony Almudevar, Boca Raton, FL: Chapman & Hall/CRC Press, 2022, xii + 457 pp., $130.00(H), ISBN 978-0-367-48875-8.

"Theory of Statistical Inference" by Anthony Almudevar is a comprehensive textbook that covers a wide range of topics in statistical inference. It starts with introductions to probability theory and multivariate analysis, providing a solid foundation for readers. The book covers areas such as statistical models, estimation, hypothesis testing, linear models, decision theory, UMVU estimation, UMP tests, group structure and invariant inference, large sample theory, and asymptotic theory for estimating equations and hypothesis testing. It is suitable for students at all levels, from undergraduate to Ph.D., and offers a variety of exercises for practice. The book is a valuable resource for researchers, lecturers, and professionals in the field of statistics. [Extracted from the article]