kernelCte {locpol} | R Documentation |
Kernel Constants used in Bandwidth Selection.
Description
These are values depending on the kernel and the local polynomial degrees that are used in bandwidth selection, as proposed in Fan and Gijbels(1996).
Usage
cteNuK(nu,p,kernel,lower=dom(kernel)[[1]],upper=dom(kernel)[[2]],
subdivisions= 25)
adjNuK(nu,p,kernel,lower=dom(kernel)[[1]],upper=dom(kernel)[[2]],
subdivisions= 25)
Arguments
nu |
Order of derivative to estimate. |
p |
Degree of Local polynomial estimator. |
kernel |
Kernel used to perform the estimation, see |
lower , upper |
Integration limits. |
subdivisions |
the maximum number of subintervals. |
Details
cteNuK
is computed using Compute kernel values and link{equivKernel}
jointly with the numerical integration utility
integrate
. adjNuK
is implemented using quotients
of previous functions. See Fan and Gijbels(1996) pages 67 and 119.
Value
Both functions returns numeric values.
Author(s)
Jorge Luis Ojeda Cabrera.
References
Fan, J. and Gijbels, I. Local polynomial modelling and its applications\/. Chapman & Hall, London (1996).
Wand, M.~P. and Jones, M.~C. Kernel smoothing\/. Chapman and Hall Ltd., London (1995).
See Also
regCVBwSelC
, pluginBw
, integrate
.