TY  - BOOK
AU  - Scott,David W.
TI  - Multivariate density estimation: theory, practice, and visualization 
T2  - Wiley series in probability and statistics
SN  - 9780471697558 (hardcover)
U1  - 000SA.09 23
PY  - 2015///
CY  - New Jersey
PB  - John Wiley
KW  - Estimation theory
KW  - Multivariate analysis
N1  - Includes bibliographical references and indexes; 1. Representation and geometry of multivariate data --
2. Nonparametric estimation criteria --
3. Histograms: theory and practice --
4. Frequency polygons --
5. Averages shifted histograms --
6. Kernel density estimators --
7. The curse of dimensionality and dimension reduction --
8. Nonparametric regression and additive models --
9. Other applications --
Appendices --
References --
Author index --
Subject index
N2  - Written to convey an intuitive feeling for both theory and practice, this book illustrates 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.
ER  -