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Mathematical statistics : basic ideas and selected topics / Peter J. Bickel, Kjell A. Doksum.

Title
  1. Mathematical statistics : basic ideas and selected topics / Peter J. Bickel, Kjell A. Doksum.
Published by
  1. Upper Saddle River, N.J. : Prentice Hall, ©2001-©2016.
  2. Boca Raton, FL : CRC Press, Taylor & Francis Group
Author
  1. Bickel, Peter J.

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Details

Additional authors
  1. Doksum, Kjell A.
Description
  1. 2 volumes; 25 cm
Series statement
  1. Texts in statistical science series
Uniform title
  1. Texts in statistical science.
Subject
  1. Mathematical statistics
  2. Statistique mathématique
  3. Mathematical statistics
  4. Statistiek
Contents
  1. vol. 1. Statistical models, goals, and performance criteria -- Methods of estimation -- Measures of performance -- Testing and confidence regions -- Asymptotic approximations -- Inference in the multiparameter case -- A. A review of basic probability theory -- B. Additional topics in probability and analysis -- C. Tables -- vol. 2. Tools for asymptotic analysis -- Distribution-free, unbiased, and equivalent procedures -- Inference in semiparametric models -- Monte Carlo methods -- Nonparametric inference for functions of one variable -- Prediction and machine learning -- D. Appendix D. Supplements to text -- E. Solutions for volume II.
Owning institution
  1. Harvard Library
Bibliography (note)
  1. Includes bibliographical references and index.
Processing action (note)
  1. committed to retain