Package: DLL 1.0.0

Zijian Guo

DLL: Decorrelated Local Linear Estimator

Implementation of the Decorrelated Local Linear estimator proposed in <arxiv:1907.12732>. It constructs the confidence interval for the derivative of the function of interest under the high-dimensional sparse additive model.

Authors:Wei Yuan, Zhenyu Wang, Zijian Guo, Cun-Hui Zhang

DLL_1.0.0.tar.gz
DLL_1.0.0.zip(r-4.7-any)DLL_1.0.0.zip(r-4.6-any)DLL_1.0.0.zip(r-4.5-any)
DLL_1.0.0.tgz(r-4.6-any)DLL_1.0.0.tgz(r-4.5-any)
DLL_1.0.0.tar.gz(r-4.7-any)DLL_1.0.0.tar.gz(r-4.6-any)
DLL_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
DLL/json (API)

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

Bug tracker:https://github.com/zijguo/highdim-additive-inference/issues

On CRAN:

Conda:

5.90 score 1 stars 8.0k scripts 371 downloads 1 exports 13 dependencies

Last updated from:cc4e05b5b4. Checks:7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develNOTE141
source / vignettesOK142
linux-releaseNOTE96
macos-releaseNOTE101
macos-oldrelNOTE103
windows-develNOTE90
windows-releaseNOTE89
windows-oldrelNOTE81
wasm-releaseOK73

Exports:DLL

Dependencies:codetoolsforeachglmnetiteratorslatticelocpolMASSMatrixRcppRcppEigenSAMshapesurvival