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Multivariate density estimation : theory, practice, and visualization

Author: David W Scott
Publisher: New York : J. Wiley, ©1992.
Series: Wiley series in probability and mathematical statistics.; Applied probability and statistics.; Wiley series in probability and mathematical statistics., Applied probability and statistics.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

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  Read more...

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Genre/Form: Matériel didactique
Document Type: Book
All Authors / Contributors: David W Scott
ISBN: 0471547700 9780471547709
OCLC Number: 299470404
Description: xii, 317 p., [8] p. de planches : illustrations (certaines en coul.).
Contents: Representation and Geometry of Multivariate Data. Nonparametric Estimation Criteria. Histograms: Theory and Practice. Frequency Polygons. Averaged Shifted Histograms. Kernel Density Estimators. The Curse of Dimensionality and Dimension Reduction. Nonparametric Regression and Additive Models. Special Topics. Appendices. Indexes.
Series Title: Wiley series in probability and mathematical statistics.; Applied probability and statistics.; Wiley series in probability and mathematical statistics., Applied probability and statistics.
Responsibility: David W. Scott.
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