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An Introduction to Nonparametric Statistics

An Introduction to Nonparametric Statistics

Hardcover

Series: Chapman & Hall/CRC Texts in Statistical Science

General ReferenceAlgebraProbability & Statistics

ISBN10: 0367194848
ISBN13: 9780367194840
Publisher: CRC Press
Published: Sep 29 2020
Pages: 224
Weight: 1.10
Height: 0.70 Width: 6.10 Depth: 9.30
Language: English

This book presents the theory and practice of non-parametric statistics, with an emphasis on motivating principals. The course is a combination of traditional rank based methods and more computationally-intensive topics like density estimation, kernel smoothers in regression, and robustness. The text is aimed at MS students.

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Probability & Statistics