Theory of Nonparametric Tests

• Main Author: Dickhaus, Thorsten (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Subjects: Statistics .; Statistical Theory and Methods.; Statistics for Business, Management, Economics, Finance, Insurance.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Statistics for Social Sciences, Humanities, Law.; Statistics for Life Sciences, Medicine, Health Sciences.

This textbook provides a self-contained presentation of the main concepts and methods of nonparametric statistical testing, with a particular focus on the theoretical foundations of goodness-of-fit tests, rank tests, resampling tests, and projection tests. The substitution principle is employed as a...

Table of Contents:

• Introduction and Examples
• Empirical Measure, Empirical Processes
• Goodness-of-fit Tests
• Rank Tests
• Asymptotics of Linear Resampling Statistics
• Bootstrap Methods for Linear Models
• Projection Tests
• Some Extensions.