Theoretical Statistics: Topics for a Core Course (Springer Texts in Statistics) - Tapa blanda

Libro 42 de 103: Springer Texts in Statistics

Keener, Robert W. W.

 
9781461426707: Theoretical Statistics: Topics for a Core Course (Springer Texts in Statistics)
Tapa blanda
ISBN 10: 1461426707 ISBN 13: 9781461426707
Editorial: Springer, 2012

Sinopsis

Intended as the text for a sequence of advanced courses, this book covers major topics in theoretical statistics in a concise and rigorous fashion. The discussion assumes a background in advanced calculus, linear algebra, probability, and some analysis and topology. Measure theory is used, but the notation and basic results needed are presented in an initial chapter on probability, so prior knowledge of these topics is not essential.
The presentation is designed to expose students to as many of the central ideas and topics in the discipline as possible, balancing various approaches to inference as well as exact, numerical, and large sample methods. Moving beyond more standard material, the book includes chapters introducing bootstrap methods, nonparametric regression, equivariant estimation, empirical Bayes, and sequential design and analysis.
The book has a rich collection of exercises. Several of them illustrate how the theory developed in the book may be used in various applications. Solutions to many of the exercises are included in an appendix.

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Acerca del autor

Robert Keener is Professor of Statistics at the University of Michigan and a fellow of the Institute of Mathematical Statistics.

De la contraportada

Intended as the text for a sequence of advanced courses, this book covers major topics in theoretical statistics in a concise and rigorous fashion. The discussion assumes a background in advanced calculus, linear algebra, probability, and some analysis and topology. Measure theory is used, but the notation and basic results needed are presented in an initial chapter on probability, so prior knowledge of these topics is not essential.The presentation is designed to expose students to as many of the central ideas and topics in the discipline as possible, balancing various approaches to inference as well as exact, numerical, and large sample methods. Moving beyond more standard material, the book includes chapters introducing bootstrap methods, nonparametric regression, equivariant estimation, empirical Bayes, and sequential design and analysis.The book has a rich collection of exercises. Several of them illustrate how the theory developed in the book may be used in various applications. Solutions to many of the exercises are included in an appendix.Robert Keener is Professor of Statistics at the University of Michigan and a fellow of the Institute of Mathematical Statistics.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2012
Idioma
Inglés
ISBN 10 
1461426707
ISBN 13 
9781461426707
Encuadernación
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Número de páginas
556
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Wiesbaden
65189
Alemania

Otras ediciones populares con el mismo título

9780387938387: Theoretical Statistics: Topics for a Core Course (Springer Texts in Statistics)

Edición Destacada

ISBN 10:  0387938389 ISBN 13:  9780387938387
Editorial: Springer, 2010
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