Mathematical Statistics

Basic Ideas and Selected Topics, Volumes I-II Package

Peter .J. Bickel, Kjell A. Doksum (Autoren)

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1066 Seiten

2015
Chapman & Hall/CRC
978-1-4987-4031-9 (ISBN)

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This package includes both Mathematical Statistics: Basic Ideas and Selected Topics, Volume I, Second Edition, as well as Mathematical Statistics: Basic Ideas and Selected Topics, Volume II.

Volume I presents fundamental, classical statistical concepts at the doctorate level without using measure theory. It gives careful proofs of major results and explains how the theory sheds light on the properties of practical methods. Volume II covers a number of topics that are important in current measure theory and practice. It emphasizes nonparametric methods which can really only be implemented with modern computing power on large and complex data sets. In addition, the set includes a large number of problems with more difficult ones appearing with hints and partial solutions for the instructor.

Peter .J. Bickel, Kjell A. Doksum

Volume I: Statistical Models, Goals, and Performance Criteria. Methods of Estimation. Measures of Performance. Testing and Confidence Regions. Asymptotic Approximations. Inference in the Multiparameter Case. Appendices. Index. Volume II: Introduction to Volume II. Inference When the Number of Parameters Is Large. Distribution-Free, Unbiased and Equivariant Procedures. Inference in Semiparametric Models. Monte Carlo Methods. Nonparametric Inference for Functions of One Variable. Prediction and Machine Learning. Appendix D. Supplements to Text. Solutions for Vol. II. Subject Index.

Erscheint lt. Verlag	7.1.2016
Reihe/Serie	Chapman & Hall/CRC Texts in Statistical Science
Sprache	englisch
Maße	178 x 254 mm
Gewicht	2260 g
Themenwelt	Mathematik / Informatik ► Mathematik ► Statistik
ISBN-10	1-4987-4031-6 / 1498740316
ISBN-13	978-1-4987-4031-9 / 9781498740319
Zustand	Neuware