On Sat, Jul 16, 2011 at 10:26 AM, Roberto Molinari
<roberto.molin...@hotmail.it> wrote:
>
> Dear R users,
>
> I am currently using the locpoly function from the KernSmooth package to 
> estimate densities. However, I have some trouble understanding how this 
> estimation technique is implemented in R. My main concern comes from the fact 
> that this function gives negative estimates when the bandwidth is 
> sufficiently large (mainly in the tails of distributions). I have read some 
> articles on this technique (C. Loader 1996,Hjort and Jones 1996) but from 
> none have I managed to understand how this is possible.

Hi Robert, I'm also getting strange results (not negative densities
though!). I'm getting NaN if the bandwidth is too small. I wonder if
both of use ran into a floating point calculation issue. Note that my
question is here
http://stackoverflow.com/questions/22433502/r-locpoly-is-incorrectly-returning-nan.

Best wishes, Xu

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