Theory of Nonparametric Tests. 1st ed. 2018
- 種類:
- 電子ブック
- 責任表示:
- by Thorsten Dickhaus
- 出版情報:
- Cham : Springer International Publishing : Imprint: Springer, 2018
- 著者名:
- ISBN:
- 9783319763156 [3319763156]
- 注記:
- 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.
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 unified approach to the nonparametric test problems discussed. In addition to mathematical theory, it also includes numerous examples and computer implementations. The book is intended for advanced undergraduate, graduate, and postdoc students as well as young researchers. Readers should be familiar with the basic concepts of mathematical statistics typically covered in introductory statistics courses. - ローカル注記:
- 学内専用E-BOOKS (local access only)
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