ISBN-10:
1498740316
ISBN-13:
9781498740319
Pub. Date:
09/24/2015
Publisher:
Taylor & Francis
Mathematical Statistics: Basic Ideas and Selected Topics, Volumes I-II Package / Edition 1

Mathematical Statistics: Basic Ideas and Selected Topics, Volumes I-II Package / Edition 1

by Peter .J. Bickel, Kjell A. Doksum

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Product Details

ISBN-13: 9781498740319
Publisher: Taylor & Francis
Publication date: 09/24/2015
Series: Chapman & Hall/CRC Texts in Statistical Science Series
Pages: 1065
Product dimensions: 7.30(w) x 10.30(h) x 2.50(d)

Table of Contents

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.

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