Testing Statistical Hypotheses

Testing Statistical Hypotheses
ISBN-10
3030705781
ISBN-13
9783030705787
Category
Mathematics
Pages
1016
Language
English
Published
2022-06-22
Publisher
Springer Nature
Authors
Joseph P. Romano, E.L. Lehmann

Description

The third edition of Testing Statistical Hypotheses updates and expands upon the classic graduate text, emphasizing optimality theory for hypothesis testing and confidence sets. The principal additions include a rigorous treatment of large sample optimality, together with the requisite tools. In addition, an introduction to the theory of resampling methods such as the bootstrap is developed. The sections on multiple testing and goodness of fit testing are expanded. The text is suitable for Ph.D. students in statistics and includes over 300 new problems out of a total of more than 760.

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