Package: OSCV 1.0

OSCV: One-Sided Cross-Validation

Functions for implementing different versions of the OSCV method in the kernel regression and density estimation frameworks. The package mainly supports the following articles: (1) Savchuk, O.Y., Hart, J.D. (2017). Fully robust one-sided cross-validation for regression functions. Computational Statistics, <doi:10.1007/s00180-017-0713-7> and (2) Savchuk, O.Y. (2017). One-sided cross-validation for nonsmooth density functions, <arxiv:1703.05157>.

Authors:Olga Savchuk

OSCV_1.0.tar.gz
OSCV_1.0.zip(r-4.5)OSCV_1.0.zip(r-4.4)OSCV_1.0.zip(r-4.3)
OSCV_1.0.tgz(r-4.4-any)OSCV_1.0.tgz(r-4.3-any)
OSCV_1.0.tar.gz(r-4.5-noble)OSCV_1.0.tar.gz(r-4.4-noble)
OSCV_1.0.tgz(r-4.4-emscripten)OSCV_1.0.tgz(r-4.3-emscripten)
OSCV.pdf |OSCV.html
OSCV/json (API)

# Install 'OSCV' in R:
install.packages('OSCV', repos = c('https://osavchuk.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.23 score 17 scripts 133 downloads 17 exports 70 dependencies

Last updated 8 years agofrom:55e157c207. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 10 2024
R-4.5-winOKNov 10 2024
R-4.5-linuxOKNov 10 2024
R-4.4-winOKNov 10 2024
R-4.4-macOKNov 10 2024
R-4.3-winOKNov 10 2024
R-4.3-macOKNov 10 2024

Exports:ASE_regC_smoothCV_regfstarh_ASE_regH_Ih_OSCV_densh_OSCV_regISE_fstarL_IloclinOSCV_Epan_densOSCV_Gauss_densOSCV_LI_densOSCV_regreg3sample_fstar

Dependencies:abindbackportsbootbroomcarcarDataclicolorspacecorrplotcowplotcpp11DerivdoBydplyrfansifarverFormulagenericsggplot2ggpubrggrepelggsciggsignifgluegridExtragtableisobandlabelinglatticelifecyclelme4magrittrMASSMatrixMatrixModelsmc2dmgcvmicrobenchmarkminqamodelrmunsellmvtnormnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpolynompurrrquantregR6RColorBrewerRcppRcppEigenrlangrstatixscalesSparseMstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr