Chi-squared goodness of fit tests with applications / V. Voinov, M. Nikulin and N. Balakrishnan.
Material type: TextPublication details: Amsterdam : Elsevier/AP, c2013.Description: xii, 229 p. : illustrations ; 24 cmISBN:- 9780123971944 (hardback)
- 000SA.094 23 V895
Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
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Books | ISI Library, Kolkata | 000SA.094 V895 (Browse shelf(Opens below)) | Available | 136883 |
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000SA.09 V225 Estimation and testing under sparsity : | 000SA.09 W667 Introduction to robust estimation and hypothesis testing / | 000SA.093 M978 Statistical power analysis : | 000SA.094 V895 Chi-squared goodness of fit tests with applications / | 000SA.09=4 D222 L'emploi des observations statistiques methodes d'estimation | 000SA.09=4 Se458 Lecons sur L'estimation statistique | 000SA.1 Ai311 Statistical inference : an integrated Bayesian/likelihood approach / |
Includes bibliographical references and index.
1 A Historical Account --
2 Pearson's Sum and Pearson-Fisher Test --
3 Wald's Method and Nikulin-Rao-Robson Test --
4 Wald's Method and Hsuan-Robson-Mirvaliev Test --
5 Modifications Based on UMVUEs --
6 Vector-Valued Tests --
7 Applications of Modified Chi-Squared Tests --
8 Probability Distributions of Interest --
9 Chi-Squared Tests for Specific Distributions --
Bibliography --
Index.
"Chi-Squared Goodness of Fit Tests with Applications" provides a thorough and complete context for the theoretical basis and implementation of Pearson's monumental contribution and its wide applicability for chi-squared goodness of fit tests. The book is ideal for researchers and scientists conducting statistical analysis in processing of experimental data as well as to students and practitioners with a good mathematical background who use statistical methods. The historical context, especially Chapter 7, provides great insight into importance of this subject with an authoritative author team. This reference includes the most recent application developments in using these methods and models. Systematic presentation with interesting historical context and coverage of the fundamentals of the subject. Presents modern model validity methods, graphical techniques, and computer-intensive methods. Recent research and a variety of open problems. Interesting real-life examples for practitioners.
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