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: 2022-02-18
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


Reference manual: DLL.pdf


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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