Pre-Owned Mathematical Statistics (Hardcover) 038798674X 9780387986746
Springer

Pre-Owned Mathematical Statistics (Hardcover) 038798674X 9780387986746

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  • ISBN: 9780387986746
  • Condition: Pre-Owned: Good
  • Hard cover
  • Language: English
  • Pages: 529
  • Sewn binding. Cloth over boards. 529 p. Springer Series in Statistics.
  • 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.
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