Mathematical statistics : basics ideas and selected topics /

Volume 1 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...

• Main Author: Bickel, Peter J. 1940- (Peter John)
• Other Authors: Doksum, Kjell A.
• Format: Book
• Language: English
• Published: Boca Raton, Fl. : CRC Press, c2015
• Edition: 2nd ed.
• Series: texts in statistical science series
• Subjects: ESTADISTICA MATEMATICA
• Online Access: https://ar1lib.org/book/2821856/12515c; Información sobre P. J. Bickel; Información sobre K J. Doksum

Table of Contents:

• Preface
• 1. Statistical models, goals and performance criteria
• 2. Methods of estimation
• 3. Measures of performance
• 4. Testing and confidence regions
• 5. Asymptotic approximations
• 6. Inference in the multiparameter case
• A review of basic probability theory
• Additional topics in probability and analysis
• Tables.