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Density estimation for statistics and data analysis by B. W. Silverman

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Published by Chapman and Hall in London, New York .
Written in English

Subjects:

  • Estimation theory

Book details:

Edition Notes

Other titlesDensity estimation.
StatementB.W. Silverman.
SeriesMonographs on statistics and applied probability
Classifications
LC ClassificationsQA276.8 .S555 1986
The Physical Object
Pagination175 p. :
Number of Pages175
ID Numbers
Open LibraryOL2540101M
ISBN 100412246201
LC Control Number85021347

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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. Density Estimation for Statistics and Data Analysis - Kindle edition by Silverman, Bernard. W.. Download it once and read it on your Kindle device, PC, phones or tablets. Use features like bookmarks, note taking and highlighting while reading Density Estimation for Statistics and Data Analysis.5/5(2).   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 Cited by: Silverman, B. W.: Density Estimation for Statistics and Data Analysis. Chapman & Hall, London – New York , pp., £—Cited by:

  Density Estimation for Statistics and Data Analysis book. Read reviews from world’s largest community for readers. Although there has been a surge of int /5(9). The important role of density estimation as a graphical technique is reflected by the inclusion of more than 50 graphs and figures throughout the l contexts in which density estimation can be used are discussed, including the exploration and presentation of data, nonparametric discriminant analysis, cluster analysis, simulation and 5/5(1). Get this from a library! Density estimation for statistics and data analysis. [B W Silverman] -- An exposition of density estimation for statistics and data analysis. A volume in the "Monographs on Statistics and Applied Probability" series, it is designed for applied statisticians. adshelp[at] The ADS is operated by the Smithsonian Astrophysical Observatory under NASA Cooperative Agreement NNX16AC86ACited by:

: Density Estimation for Statistics and Data Analysis () by B. W. Silverman and a great selection of similar New, Used and Collectible Books available now at great prices.4/5(8). Clarifies modern data analysis through nonparametric density estimation for a complete working knowledge of the theory and methods. Featuring a thoroughly revised presentation, Multivariate Density Estimation: Theory, Practice, and Visualization, Second Edition maintains an intuitive approach to the underlying methodology and supporting theory of density estimation.   Density estimation for statistics and data analysis Item Preview Density estimation for statistics and data analysis by B. W. Silverman. Publication date Topics Estimation theory Publisher Chapman & Hall/CRC Collection Internet Archive Books. Scanned in : Density estimation, as discussed in this book, is the construction of an estimate of the density function from the observed data. The two main aims of the book are to explain how to estimate a density from a given data set and to explore how density estimates can be used, both in their own right and as an ingredient of other statistical procedures.