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Mathematical Statistics: Basic Ideas and Selected Topics, Volume I, Second Edition
Peter J. Bickel
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Description for Mathematical Statistics: Basic Ideas and Selected Topics, Volume I, Second Edition
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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 ... Read more
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 ... Read more
Product Details
Publisher
Taylor & Francis Inc
Format
Paperback
Publication date
2015
Series
Chapman & Hall/CRC Texts in Statistical Science
Condition
New
Number of Pages
576
Place of Publication
Portland, United States
ISBN
9781498723800
SKU
V9781498723800
Shipping Time
Usually ships in 4 to 8 working days
Ref
99-1
About Peter J. Bickel
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, ... Read more
Reviews for Mathematical Statistics: Basic Ideas and Selected Topics, Volume I, Second Edition
These methods are clearly explained by two outstanding statistical practitioners. ... This book is well supported by the references, increasing its value as a guide through the often difficult world of mathematical statistics. ...the authors consider key topics which include asymptotic efficiency in semiparametric models, semiparametric maximum likelihood estimation, proportional hazards regression models and Markov chain Monte Carlo methods. ... Read more