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locpol (version 0.9.0)

Kernel Local Polynomial Regression

Description

Computes local polynomial estimators for the regression and also density. It comprises several different utilities to handle kernel estimators.

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Version

Install

install.packages('locpol')

Monthly Downloads

1,713

Version

0.9.0

License

GPL (>= 2)

Maintainer

Bastiaan Quast

Last Published

November 14th, 2025

Functions in locpol (0.9.0)

pluginBw

Plugin Bandwidth selector.
locpolSmoothers

Local Polynomial estimation.
selKernel

Kernel selection.
regCVBwSelC

Cross Validation Bandwidth selector.
thumbBw

Rule of thumb for bandwidth selection.
simpleSmoothers

Simple smoother
equivKernel

Equivalent Kernel.
locpol

Local Polynomial estimation.
KernelChars

Kernel characteristics
kernelCte

Kernel Constants used in Bandwidth Selection.
locCteWeights

Local Polynomial Weights
denCVBwSelC

CV bandwidth selector for density
Kernels

Kernels.
bivNPest

Bivariate Local estimation.
compKernVals

Compute kernel values.
PRDenEstC

Parzen--Rosenblatt denstiy estimator.