Partho Sarkar
2007-Nov-29 06:38 UTC
[R] Locfit kernel regression: automatic bandwidth selection
Hello all! I have recently started using the LOCFIT package, together with Clive Loader's book. I need to implement some method for automatic (plug-in) bandwidth selection in a multivariate kernel regression. From the book, and the LOCFIT documentation, it is not clear whether this is possible. As far as I can see, the only time the various automated procedures, e.g., SJPI, are used is in the kdeb function, which is for preparing a summary comparison of various selection methods, and only for a *univariate kernel density. *Does anyone here know of a way to implement automatic (plug-in) bandwidth selection for kernel regression, maybe with some R function that calls LOCFIT? Or can you suggest a good alternative package for this, either in R/Matlab or a stand-alone? Thanks a lot, and regards -- Partho Sarkar [[alternative HTML version deleted]]