On Mon, 18 Jan 2010, Mario Valle wrote:
Any advice when to use denstity() and when the KernSmooth package bkde() to
smooth a histogram?
No specific problem to use either one, but I'm curious why there are two so
similar implementations.
They are fundamentally different. density() uses FFT: bkde() does
not and is more flexible as a result Both use binning.
There are only a limited number of ways to implement something as
simple as KDE, and most of them have appeared in R/S-PLUS. Remember
that KernSmooth was written for S-PLUS and predates R (at least in
anything like its current form).
Thanks!
mario
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Ing. Mario Valle
Data Analysis and Visualization Group | http://www.cscs.ch/~mvalle
Swiss National Supercomputing Centre (CSCS) | Tel: +41 (91) 610.82.60
v. Cantonale Galleria 2, 6928 Manno, Switzerland | Fax: +41 (91) 610.82.82
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Brian D. Ripley, rip...@stats.ox.ac.uk
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