Recommendation list of books for hypothesis testing?
More precisely, i need list of standard theoretical textbooks that focus on hypothesis testing used in US graduate schools and these books are over 300 pages long.
It seems to me that there are lack of books in this area.
Best Answer
How about Testing Statistical Hypotheses by Lehmann and Romano? The third edition is 786 pages at the PhD statistics level. This book covers both small and large sample theory at a fairly rigorous level. It also introduces some resampling methods, such as the bootstrap. It covers multiple comparisons and goodness of fit testing. Finally, there are over 700 problems.