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Decorrelated Local Linear Estimator

v1.0.0 · Feb 18, 2022 · GPL-3

Description

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.

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r-devel-macos-arm64 OK
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r-oldrel-macos-arm64 OK
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r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
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NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Zijian Guo <zijguo@stat.rutgers.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Wei",
                      family = "Yuan",
                      role = "aut"),
               person(given = "Zhenyu",
                      family = "Wang",
                      role = "aut"),
               person(given = "Zijian",
                      family = "Guo",
                      role = c("aut", "cre"),
                      email = "zijguo@stat.rutgers.edu"),
               person(given = "Cun-Hui",
                      family = "Zhang",
                      role = "aut"))
as necessary.

The Description field contains
  <arxiv:1907.12732>. It constructs the confidence interval for the
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Zijian Guo <zijguo@stat.rutgers.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Wei",
                      family = "Yuan",
                      role = "aut"),
               person(given = "Zhenyu",
                      family = "Wang",
                      role = "aut"),
               person(given = "Zijian",
                      family = "Guo",
                      role = c("aut", "cre"),
                      email = "zijguo@stat.rutgers.edu"),
               person(given = "Cun-Hui",
                      family = "Zhang",
                      role = "aut"))
as necessary.

The Description field contains
  <arxiv:1907.12732>. It constructs the confidence interval for the
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespace in Imports field not imported from: ‘MASS’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespace in Imports field not imported from: ‘MASS’
  All declared Imports should be used.
OK r-devel-macos-arm64

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OK r-devel-windows-x86_64

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OK r-oldrel-macos-arm64

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OK r-oldrel-macos-x86_64

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OK r-oldrel-windows-x86_64

*


            
OK r-patched-linux-x86_64

*


            
OK r-release-linux-x86_64

*


            
OK r-release-macos-arm64

*


            
OK r-release-macos-x86_64

*


            
OK r-release-windows-x86_64

*


            

Check History

NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Zijian Guo <zijguo@stat.rutgers.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Wei",
                      family = "Yuan",
                      role = "aut"),
               person(given = "Zhenyu",
                      family = "Wang",
                      role = "aut"),
               person(given = "Zijian",
                      family = "Guo",
                      role = c("aut", "cre"),
                      email = "zij
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Zijian Guo <zijguo@stat.rutgers.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Wei",
                      family = "Yuan",
                      role = "aut"),
               person(given = "Zhenyu",
                      family = "Wang",
                      role = "aut"),
               person(given = "Zijian",
                      family = "Guo",
                      role = c("aut", "cre"),
                      email = "zij
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespace in Imports field not imported from: ‘MASS’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespace in Imports field not imported from: ‘MASS’
  All declared Imports should be used.

Dependency Network

Dependencies Reverse dependencies MASS glmnet SAM locpol DLL

Version History

new 1.0.0 Mar 9, 2026