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FKSUM
View on CRAN: Click
here
Download and install FKSUM package within the R console
Install from CRAN:
install.packages("FKSUM")
Install from Github:
library("remotes")
install_github("cran/FKSUM")
Install by package version:
library("remotes")
install_version("FKSUM", "1.0.1")
Attach the package and use:
library("FKSUM")
Maintained by
David P. Hofmeyr
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-12-02
Latest Update: 2023-04-15
Description:
Implements the method of Hofmeyr, D.P. (2021) for fast evaluation of univariate kernel smoothers based on recursive computations.
Applications to the basic problems of density and regression function estimation are provided, as well as some projection pursuit methods
for which the objective is based on non-parametric functionals of the projected density, or conditional density of a response given projected
covariates.
The package is accompanied by an instructive paper in the Journal of Statistical Software .
How to cite:
David P. Hofmeyr (2019). FKSUM: Fast Kernel Sums. R package version 1.0.1, https://cran.r-project.org/web/packages/FKSUM. Accessed 06 Jan. 2025.
Previous versions and publish date:
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Other R packages that FKSUM depends,
imports, suggests or enhances
Complete documentation for FKSUM
Functions, R codes and Examples using
the FKSUM R package
Some associated functions: FKSUM-package . bin_wts . cbin_alloc . df_ica . df_ppr . dksum . f_ica . f_ppr . fancy_PPR_initialisation . fk_ICA . fk_NW . fk_density . fk_dfmdh . fk_fmdh . fk_is_minim_md . fk_loc_lin . fk_md . fk_md_b . fk_md_dp . fk_mdh . fk_ppr . fk_regression . fk_sum . h_Gauss_to_K . h_K_to_Gauss . kLLreg . kndksum . ksum . norm_K . norm_const_K . plot.fk_ICA . plot.fk_density . plot.fk_mdh . plot.fk_ppr . plot.fk_regression . plot_kernel . predict.fk_ppr . predict.fk_regression . print.fk_ICA . print.fk_density . print.fk_mdh . print.fk_ppr . print.fk_regression . roughness_K . sm_bin_wts . var_K . whiten .
Some associated R codes: PPR_WORKS.R . RcppExports.R . fk_ICA.R . fk_density.R . fk_mdh.R . fk_regression.R . fk_sum.R . Full FKSUM package functions and examples
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