Nonparametric Inference / Z. Govindarajulu.

Format:

Book

Author/Creator:

Govindarajulu, Z.

Language:

English

Subjects (All):

Nonparametric statistics.

Mathematical statistics.

Physical Description:

1 online resource (692 p.)

Edition:

1st ed.

Place of Publication:

Singapore ; Hackensack, NJ : World Scientific, c2007.

Language Note:

English

Summary:

This book provides a solid foundation on nonparametric inference for students taking a graduate course in nonparametric statistics and serves as an easily accessible source for researchers in the area. With the exception of some sections requiring familiarity with measure theory, readers with an advanced calculus background will be comfortable with the material.

Contents:

Preface; Acknowledgements; Contents; List of Tables; 1 Statistical Terminology; 2 Order Statistics; 3 Ordered Least Squares Estimators; 4 Interval Estimation and Tolerance Limits; 5 Nonparametric Estimation; 6 Estimation of Density Functions; 7 Review of Parametric Testing; 8 Goodness of Fit Tests; 9 Randomness Tests Based on Runs; 10 Permutation Tests; 11 Rank Order Tests; 12 LMP Tests: Two-sample Case; 13 One-sample Rank Order Tests; 14 Asymptotic Relative Efficiency; 15 LMP Tests for Independence; 16 c-sample Rank Order Tests; 17 c-sample Tests for Scale

18 c-sample Tests for Ordered Alternatives19 Tests in Two-way Layouts; 20 Rank Tests for Random Effects; 21 Estimation of Contrasts; 22 Regression Procedures; 23 Useful Asymptotic Results; 24 Asymptotic Theory of CS-class of Statistics; 25 CS Class for One Sample Case; 26 A Class of Statistics; 27 Systematic Statistics; Appendices; Bibliography; Author Index; Subject Index

Notes:

Description based upon print version of record.

Includes bibliographical references (p. 619-652) and indexes.

ISBN:

9786611121099

9781281121097

1281121096

9789812770400

9812770402

OCLC:

476099766