CRAN: Package DLL

DLL: Decorrelated Local Linear Estimator

Implementation of the Decorrelated Local Linear estimator proposed in <doi:10.48550/arXiv.1907.12732>. It constructs the confidence interval for the derivative of the function of interest under the high-dimensional sparse additive model.

Version: 1.0.0

Imports: MASS, stats, splines, glmnet, SAM, locpol

Published: 2022年02月18日

DOI: 10.32614/CRAN.package.DLL

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

Maintainer: Zijian Guo <zijguo at stat.rutgers.edu>

License: GPL-3

URL: https://github.com/zijguo/HighDim-Additive-Inference

NeedsCompilation: no

Materials: README

CRAN checks: DLL results

Documentation:

Reference manual: DLL.html , DLL.pdf

Downloads:

Package source: DLL_1.0.0.tar.gz

Windows binaries: r-devel: DLL_1.0.0.zip, r-release: DLL_1.0.0.zip, r-oldrel: DLL_1.0.0.zip

macOS binaries: r-release (arm64): DLL_1.0.0.tgz, r-oldrel (arm64): DLL_1.0.0.tgz, r-release (x86_64): DLL_1.0.0.tgz, r-oldrel (x86_64): DLL_1.0.0.tgz

Old sources: DLL archive

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