Mathematical Statistics: Basic Ideas and Selected Topics: Vol 1
Language: English
Published by Taylor & Francis, 2015
Series: Book 36 of 126 - Chapman & Hall/CRC Texts in Statistical Science
- Hardcover
- New

Seller: Revaluation Books, Exeter, United KingdomRevaluation Books
AbeBooks seller since January 6, 2003
Condition: New
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2nd pap/psc edition. 556 pages. 10.00x7.25x1.25 inches. In Stock.
Seller Inventory # x-1498723802
- Title
- Mathematical Statistics: Basic Ideas and Selected Topics: Vol 1
- Author
- Bickel, Peter J./ Doksum, Kjell A.
- Publisher
- Taylor & Francis
- Publication year
- 2015
- Condition
- Brand New
- Binding
- Book/CD-ROM
- Language
- English
- ISBN 10
- 1498723802
- ISBN 13
- 9781498723800
- Edition
- 2nd Edition
- Item weight
- 1.43 kilograms
- Series
- Book 36 of 126: Chapman & Hall/CRC Texts in Statistical Science
Mathematical Statistics: Basic Ideas and Selected Topics, Volume I, Second Edition presents fundamental, classical statistical concepts at the doctorate level. It covers estimation, prediction, testing, confidence sets, Bayesian analysis, and the general approach of decision theory. This edition gives careful proofs of major results and explains how the theory sheds light on the properties of practical methods.
The book first discusses non- and semiparametric models before covering parameters and parametric models. It then offers a detailed treatment of maximum likelihood estimates (MLEs) and examines the theory of testing and confidence regions, including optimality theory for estimation and elementary robustness considerations. It next presents basic asymptotic approximations with one-dimensional parameter models as examples. The book also describes inference in multivariate (multiparameter) models, exploring asymptotic normality and optimality of MLEs, Wald and Rao statistics, generalized linear models, and more.
Mathematical Statistics: Basic Ideas and Selected Topics, Volume II will be published in 2015. It will present important statistical concepts, methods, and tools not covered in Volume I.
"Synopsis" may belong to another edition of this title.
About the Author
Peter J. Bickel is a professor emeritus in the Department of Statistics and a professor in the Graduate School at the University of California, Berkeley. Dr. Bickel is a member of the American Academy of Arts and Sciences and the National Academy of Sciences. He has been a Guggenheim Fellow and MacArthur Fellow, a recipient of the COPSS Presidents’ Award, and president of the Bernoulli Society and the Institute of Mathematical Statistics. He holds honorary doctorate degrees from the Hebrew University of Jerusalem and ETH Zurich.
Kjell A. Doksum is a senior scientist in the Department of Statistics at the University of Wisconsin–Madison. His research encompasses the estimation of nonparametric regression and correlation curves, inference for global measures of association in semiparametric and nonparametric settings, the estimation of regression quantiles, statistical modeling and analysis of HIV data, the analysis of financial data, and Bayesian nonparametric inference.
"About the title" may belong to another edition of this title.
Revaluation Books
Exeter, United Kingdom
AbeBooks seller since January 6, 2003
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