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Cover image for book Mathematical Statistics

Mathematical Statistics

Basic Ideas and Selected Topics, Volumes I-II Package
By:Peter .J. Bickel; Kjell A. Doksum
Publisher:Taylor & Francis
Print ISBN:9781498740319
eText ISBN:9781498740418
Edition:1
Copyright:2015
Format:Page Fidelity

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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.