Density Estimation for Statistics and Data Analysis (Monographs on Statistics and Applied Probability)

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9780412246203: Density Estimation for Statistics and Data Analysis (Monographs on Statistics and Applied Probability)

Book by Silverman Bernard W

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"This well-written and moderately priced volume has removed any excuse for ignorance concerning density estimation on the part of applied statisticians; they will find the style refreshingly down-to-earth, and will value the clearsighted exposition. I thoroughly enjoyed reading it, and can recommend it wholeheartedly." -Short Book Reviews "Highly recommended." -Choice

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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.

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1.

Bernard. W. Silverman
Editorial: Taylor Francis Ltd, United States (1986)
ISBN 10: 0412246201 ISBN 13: 9780412246203
Nuevos Tapa dura Cantidad: 1
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The Book Depository
(London, Reino Unido)
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Descripción Taylor Francis Ltd, United States, 1986. Hardback. Estado de conservación: New. Softcover Reprint of the Origi ed.. 231 x 160 mm. Language: English . Brand New Book. 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. Nº de ref. de la librería AAZ9780412246203

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2.

Bernard. W. Silverman
Editorial: Chapman and Hall/CRC (1986)
ISBN 10: 0412246201 ISBN 13: 9780412246203
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Books2Anywhere
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Descripción Chapman and Hall/CRC, 1986. HRD. Estado de conservación: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Nº de ref. de la librería F9-9780412246203

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3.

Bernard. W. Silverman
Editorial: Taylor Francis Ltd, United States (1986)
ISBN 10: 0412246201 ISBN 13: 9780412246203
Nuevos Tapa dura Cantidad: 1
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The Book Depository US
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Descripción Taylor Francis Ltd, United States, 1986. Hardback. Estado de conservación: New. Softcover Reprint of the Origi ed.. 231 x 160 mm. Language: English . Brand New Book. 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. Nº de ref. de la librería AAZ9780412246203

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B. W. Silverman
ISBN 10: 0412246201 ISBN 13: 9780412246203
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Descripción Estado de conservación: New. Bookseller Inventory # ST0412246201. Nº de ref. de la librería ST0412246201

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Silverman, B. W.
Editorial: Chapman and Hall/CRC 1986-04-01 (1986)
ISBN 10: 0412246201 ISBN 13: 9780412246203
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Descripción Chapman and Hall/CRC 1986-04-01, 1986. Estado de conservación: New. Brand new book, sourced directly from publisher. Dispatch time is 24-48 hours from our warehouse. Book will be sent in robust, secure packaging to ensure it reaches you securely. Nº de ref. de la librería NU-GRD-00570303

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Descripción Estado de conservación: New. Depending on your location, this item may ship from the US or UK. Nº de ref. de la librería 97804122462030000000

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Bernard. W. Silverman
Editorial: Taylor and Francis 1986-04-01, Boca Raton (1986)
ISBN 10: 0412246201 ISBN 13: 9780412246203
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Descripción Taylor and Francis 1986-04-01, Boca Raton, 1986. hardback. Estado de conservación: New. Nº de ref. de la librería 9780412246203

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B. W. Silverman
ISBN 10: 0412246201 ISBN 13: 9780412246203
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Descripción Estado de conservación: New. Bookseller Inventory # ST0412246201. Nº de ref. de la librería ST0412246201

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Silverman, B.W.
Editorial: Taylor & Francis Ltd (1986)
ISBN 10: 0412246201 ISBN 13: 9780412246203
Nuevos Tapa dura Primera edición Cantidad: 2
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Descripción Taylor & Francis Ltd, 1986. Estado de conservación: New. 1986. 1st Edition. Hardcover. 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 Series: Chapman & Hall/CRC Monographs on Statistics & Applied Probability. Num Pages: 176 pages, Illustrations. BIC Classification: GPH; PBT; PBW. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly; (UU) Undergraduate. Dimension: 232 x 160 x 16. Weight in Grams: 422. . . . . . . Nº de ref. de la librería V9780412246203

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Bernard. W. Silverman
ISBN 10: 0412246201 ISBN 13: 9780412246203
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Ria Christie Collections
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Descripción Hardback. Estado de conservación: New. Not Signed; 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. book. Nº de ref. de la librería ria9780412246203_rkm

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