Front cover image for Multivariate density estimation : theory, practice, and visualization

Multivariate density estimation : theory, practice, and visualization

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
eBook, English, 1992
Wiley, New York, 1992
Online Ressource (xii, 317 Seiten) : Illustrationen (some color)
9780470316849, 9780470317686, 9780471547709, 0470316845, 047031768X, 0471547700
1021400322
Nonparametric estimation criteria
Frequency poIygons
Averaged shifted histograms
Kernel density estimators
Other applications