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Smoothing of multivariate data : density estimation and visualization /

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An applied treatment of the key methods and state-of-the-art tools for visualizing and understanding statistical data. Smoothing of Multivariate Data provides an illustrative and hands-on approach to the multivariate aspects of density estimation, emphasizing the use of visualization tools. Rather t...

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Bibliographic Details
Main Author: Klemelä, Jussi, 1965-
Format: eBook
Language:English
Published: Hoboken, N.J. : John Wiley & Sons, [2009]
Series:Wiley Online Library.
Wiley series in probability and statistics.
Subjects:
Analysis of variance.
Estimation theory.
Smoothing (Statistics)
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Smoothing of Multivariate Data: Density Estimation and Visualization; CONTENTS; Preface; Introduction; PART I VISUALIZATION; PART II ANALYTICAL AND ALGORITHMIC TOOLS; PART III TOOLBOX OF DENSITY ESTIMATORS; Appendix A: Notations; Appendix B: Formulas; Appendix C: The Parent-Child Relations in a Mode Graph; Appendix D: Trees; Appendix E: Proofs; Problem Solutions; References; Author Index; Topic Index.