Theory of Rank Tests by Jaroslav Hájek is a fundamental work in nonparametric statistics that develops the mathematical theory of rank-based hypothesis testing. The book focuses on distribution-free methods, providing rigorous treatment of rank tests such as Wilcoxon and related procedures. It explores asymptotic properties, efficiency, and optimality of rank tests, making it a key reference f…