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Density Estimation for Statistics and Data Analysis by Bernard. W. Silverman (Hardcover, 1986)

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Product Information

Although there has been a surge of interest in density estimation in recent years, much of the published research has been concerned with purely technical matters with insufficient emphasis given to the technique's practical value. Furthermore, the subject has been rather inaccessible to the general statistician. The account presented in this book places emphasis on topics of methodological importance, in the hope that this will facilitate broader practical application of density estimation and also encourage research into relevant theoretical work. The book also provides an introduction to the subject for those with general interests in statistics. The important role of density estimation as a graphical technique is reflected by the inclusion of more than 50 graphs and figures throughout the text. Several contexts in which density estimation can be used are discussed, including the exploration and presentation of data, nonparametric discriminant analysis, cluster analysis, simulation and the bootstrap, bump hunting, projection pursuit, and the estimation of hazard rates and other quantities that depend on the density. This book includes general survey of methods available for density estimation. The Kernel method, both for univariate and multivariate data, is discussed in detail, with particular emphasis on ways of deciding how much to smooth and on computation aspects. Attention is also given to adaptive methods, which smooth to a greater degree in the tails of the distribution, and to methods based on the idea of penalized likelihood.

Product Identifiers

Publisher
Taylor & Francis Ltd
ISBN-13
9780412246203
eBay Product ID (ePID)
96811852

Product Key Features

Subject Area
Data Analysis
Author
Bernard. w. Silverman
Publication Name
Density Estimation for Statistics and Data Analysis
Format
Hardcover
Language
English
Subject
Mathematics
Publication Year
1986
Type
Textbook
Number of Pages
176 Pages

Dimensions

Item Height
229mm
Item Width
152mm
Volume
26
Item Weight
386g

Additional Product Features

Title_Author
Bernard. w. Silverman
Series Title
Chapman & Hall/Crc Monographs on Statistics and Applied Probability
Country/Region of Manufacture
United States

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Density Estimation for Statistics and Data Analysis by Bernard. W. Silverman (Hardcover, 1986)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

Best Selling in Adult Learning & University

Time Management by Peter Quarry (Paperback, 1986)

Complete Illustrated Encyclopedia of Dinosaurs & Prehistoric Creatures by Dixon Dougal (Paperback, 2014)

Save on Adult Learning & University

Ford Falcon EF EL / Fairlane NF NL 1994 - 1998 Workshop Manual

Netter Atlas of Human Anatomy: Classic Regional Approach

Michael Price Nick Vandome Windows 11 for Seniors in easy steps (Paperback)

BORN IN 1971?... 1951?BIRTHDAY...Australian Social History....Chrisi, Birthdays

It's Not You: How to Identify and Heal from NARCISSISTIC People by Ramani Durvas

Ethical Practice in Applied Psychology 1st Edition by Christopher Boyle (English

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