Testing Statistical Hypotheses

Testing Statistical Hypotheses, 4th Edition, is a comprehensive resource for graduate students and researchers, covering finite-sample and large-sample theory, with expanded coverage of multiple hypothesis testing, Central Limit Theorem, high-dimensional testing, permutation and randomization tests, and new problems.

Format: Hardback
Length: 1012 pages
Publication date: 24 June 2022
Publisher: Springer Nature Switzerland AG

Testing Statistical Hypotheses, Fourth Edition, is an extensive and comprehensive update to the renowned graduate text, now a two-volume work. The first volume delves into finite-sample theory, while the second volume explores large-sample theory. This definitive resource is invaluable for both graduate students and researchers, as it expands to cover new and relevant topics.

In this updated edition, numerous additions have been made to enhance its usefulness. The treatment of multiple hypothesis testing has been expanded, providing a thorough exploration of this critical topic. A new section has been dedicated to extending the Central Limit Theorem, offering insights into its applications in various fields. High-dimensional testing has been comprehensively covered, addressing the challenges posed by data with numerous variables. Permutation and randomization tests have been given increased attention, providing robust methods for statistical inference. The discussions of testing moment inequalities have been expanded, offering a deeper understanding of these important concepts.

Throughout the text, numerous new problems have been introduced to challenge readers and reinforce their understanding of the topics covered. These problems reflect the latest developments in the field and provide practical applications of the theoretical concepts discussed.

With its comprehensive coverage, rigorous analysis, and up-to-date examples, Testing Statistical Hypotheses, Fourth Edition, remains a staple in the field of statistics. It is an essential resource for anyone seeking to advance their knowledge and expertise in statistical hypothesis testing.

Weight: 1891g
Dimension: 235 x 155 (mm)
ISBN-13: 9783030705770
Edition number: 4th ed. 2022