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locpol (version 0.8.0)
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
0.8.0
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Install
install.packages('locpol')
Monthly Downloads
1,513
Version
0.8.0
License
GPL (>= 2)
Maintainer
Jorge Luis Ojeda Cabrera
Last Published
November 29th, 2022
Functions in locpol (0.8.0)
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selKernel
Kernel selection.
thumbBw
Rule of thumb for bandwidth selection.
simpleSmoothers
Simple smoother
locpolSmoothers
Local Polynomial estimation.
pluginBw
Plugin Bandwidth selector.
regCVBwSelC
Cross Validation Bandwidth selector.
kernelCte
Kernel Constants used in Bandwidth Selection.
equivKernel
Equivalent Kernel.
locpol
Local Polynomial estimation.
denCVBwSelC
CV bandwidth selector for density
compKernVals
Compute kernel values.
locCteWeights
Local Polynomial Weights
KernelChars
Kernel characteristics
Kernels
Kernels.
PRDenEstC
Parzen--Rosenblatt denstiy estimator.
bivNPest
Bivariate Local estimation.