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You searched IISERK - Author: ScienceDirect (Online service)
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Call Number
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519.5/35
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Author
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Scott, David W., 1950-
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Title
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Multivariate density estimation [electronic resource] : theory, practice, and visualization / David W. Scott.
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Publication
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New York : Wiley, c1992.
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Material Info.
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1 online resource (xii, 317 p.) : ill. (some col.)
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Series
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Wiley series in probability and mathematical statistics
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Series
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Wiley series in probability and mathematical statistics.
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Summary Note
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Written to convey an intuitive feel for both theory and practice, its main objective is to illustrate what a powerful tool density estimation can be when used not only with univariate and bivariate data but also in the higher dimensions of trivariate and quadrivariate information. Major concepts are presented in the context of a histogram in order to simplify the treatment of advanced estimators. Features 12 four-color plates, numerous graphic illustrations as well as a multitude of problems and solutions.
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Notes
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Includes bibliographical references and indexes.
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Notes
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Multivariate Density Estimation Theory, Practice, and Visualization; Contents; Preface; 1. Representation and Geometry of Multivariate Data; 2. Nonparametric Estimation Criteria; 3. Histograms: Theory and Practice; 4. Frequency PoIygons; 5. Averaged Shifted Histograms; 6. Kernel Density Estimators; 7. The Curse of DimensionaIity and Dimension Reduction; 8. Nonparametric Regression and Additive Models; 9. Other Applications; Appendix A. Computer Graphics in R3; Appendix B. Data Sets; Appendix C. Notation; References; Author Index; Subject Index.
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ISBN
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9780470316849
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ISBN
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0470316845
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ISBN
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9780470317686 (electronic bk.)
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ISBN
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047031768X (electronic bk.)
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Subject
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Estimation theory.
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Subject
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Multivariate analysis.
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Subject
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Estimation Theory.
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Subject
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Multivariate Analysis.
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Subject
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Estimation, Théorie de l'
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Subject
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Analyse multivariée.
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Subject
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MATHEMATICS Probability & Statistics Multivariate Analysis.
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Subject
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Multivariate analyse.
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Subject
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Estimation, Théorie de l'.
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Subject
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Analyse multidimensionnelle.
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Subject
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Electronic books.
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Added Entry
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Wiley InterScience (Online service)
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Date
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Year, Month, Day:01405141
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Link
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Ebook Library
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Link
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ebrary
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Link
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EBSCOhost
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Link
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John Wiley
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Link
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MyiLibrary
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Link
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Publisher description
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