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-4.5)DLL_1.0.0.zip(r-4.4)DLL_1.0.0.zip(r-4.3)
DLL_1.0.0.tgz(r-4.5-any)DLL_1.0.0.tgz(r-4.4-any)DLL_1.0.0.tgz(r-4.3-any)
DLL_1.0.0.tar.gz(r-4.5-noble)DLL_1.0.0.tar.gz(r-4.4-noble)
DLL_1.0.0.tgz(r-4.4-emscripten)DLL_1.0.0.tgz(r-4.3-emscripten)
DLL.pdf |DLL.html
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:

5.47 score 1 stars 2.9k scripts 278 downloads 1 exports 13 dependencies

Last updated 3 years agofrom:cc4e05b5b4. Checks:1 OK, 7 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 02 2025
R-4.5-winNOTEFeb 02 2025
R-4.5-macNOTEFeb 02 2025
R-4.5-linuxNOTEFeb 02 2025
R-4.4-winNOTEFeb 02 2025
R-4.4-macNOTEFeb 02 2025
R-4.3-winNOTEFeb 02 2025
R-4.3-macNOTEFeb 02 2025

Exports:DLL

Dependencies:codetoolsforeachglmnetiteratorslatticelocpolMASSMatrixRcppRcppEigenSAMshapesurvival