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Mathematical Statistics

Name: Mathematical Statistics
Brand: Springer-Verlag New York Inc.
SKU: 01384379
Price: 165.09 EUR
Availability: InStock
Author: Jun Shao
ISBN: 9780387953823

Jun Shao

Lingua

Inglese

Libro Rigido

Codice Libristo: 01384379

Casa editrice Springer-Verlag New York Inc., ottobre 2007

This graduate textbook covers topics in statistical theory essential for graduate students preparing... Descrizione completa

Codice Libristo: 01384379

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165.09 €

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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 improving the presentation, the new edition makes Chapter 1 a self-contained chapter for probability theory with emphasis in statistics. Added topics include useful moment inequalities, more discussions of moment generating and characteristic functions, conditional independence, Markov chains, martingales, Edgeworth and Cornish-Fisher expansions, and proofs to many key theorems such as the dominated convergence theorem, monotone convergence theorem, uniqueness theorem, continuity theorem, law of large numbers, and central limit theorem. A new section in Chapter 5 introduces semiparametric models, and a number of new exercises were added to each chapter.

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Informazioni sul libro

Titolo completo Mathematical Statistics

Autore Jun Shao

Lingua

Inglese

Rilegatura Libro - Rigido

Data di pubblicazione 2007

Numero di pagine 592

EAN 9780387953823

ISBN 0387953825

Codice Libristo 01384379

Casa editrice Springer-Verlag New York Inc.

Peso 1058

Dimensioni 166 x 241 x 38

Categorie

Matematica e Scienze > Matematica > Probabilità e statistica

Matematica e Scienze > Matematica > Matematica applicata

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