Theory of nonparametric tests
Dickhaus, Thorsten
Theory of nonparametric tests [Documento electrónico] / Thorsten Dickhaus. - Cham : Springer International Publishing : Springer , 2018 . - X, 124 p. : il.. 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.
Clicar aqui para aceder a um recurso externo
ISBN 978-3-319-76315-6
Estatística matemática
Estatística
LCC QA276
Theory of nonparametric tests [Documento electrónico] / Thorsten Dickhaus. - Cham : Springer International Publishing : Springer , 2018 . - X, 124 p. : il.. 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.
Clicar aqui para aceder a um recurso externo
ISBN 978-3-319-76315-6
Estatística matemática
Estatística
LCC QA276
