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Mathematical Statistics (Springer Series in Statistics)
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Mathematical Statistics (Springer Series in Statistics) Hardcover - 1999

by SHAO, JUN


From the publisher

This graduate textbook covers topics in statistical theory essential for graduate students preparing for work on a Ph.D. degree in statistics. The first chapter provides a quick overview of concepts and results in measure-theoretic probability theory that are useful in statistics. The second chapter introduces some fundamental concepts in statistical decision theory and inference. Chapters 3-7 contain detailed studies on some important topics: unbiased estimation, parametric estimation, nonparametric estimation, hypothesis testing, and confidence sets. A large number of exercises in each chapter provide not only practice problems for students, but also many additional results. In addition to the classical results that are typically covered in a textbook of a similar level, this book introduces some topics in modern statistical theory that have been developed in recent years, such as Markov chain Monte Carlo, quasi-likelihoods, empirical likelihoods, statistical functionals, generalized estimation equations, the jackknife, and the bootstrap. Jun Shao is Professor of Statistics at the University of Wisconsin, Madison.

Details

  • Title Mathematical Statistics (Springer Series in Statistics)
  • Author SHAO, JUN
  • Binding Hardcover
  • Language ENG
  • Publisher Springer-Verlag
  • Date 1999-03
  • ISBN 9780387986746
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Mathematical Statistics (Springer Series in Statistics)
Stock Photo: Cover May Be Different

Mathematical Statistics (Springer Series in Statistics)

by Jun Shao

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Springer-Verlag, 1999-03. Hardcover. Good.
Item Price
$124.25
FREE shipping to USA