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quantreg.nonpar

Nonparametric Series Quantile Regression

v1.0 · Apr 1, 2016 · GPL (>= 2)

Description

Implements the nonparametric quantile regression method developed by Belloni, Chernozhukov, and Fernandez-Val (2011) to partially linear quantile models. Provides point estimates of the conditional quantile function and its derivatives based on series approximations to the nonparametric part of the model. Provides pointwise and uniform confidence intervals using analytic and resampling methods.

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CRAN Check Status

2 NOTE
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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 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 OK
Check details (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Ivan Fernandez-Val <ivanf@bu.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Michael",
                      family = "Lipsitz",
                      role = "aut"),
               person(given = "Alexandre",
                      family = "Belloni",
                      role = "aut"),
               person(given = "Victor",
                      family = "Chernozhukov",
                      role = "aut"),
               person(given = "Ivan",
                      family = "Fernandez-Val",
                      role = c("aut", "cre"),
                      email = "ivanf@bu.edu"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Ivan Fernandez-Val <ivanf@bu.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Michael",
                      family = "Lipsitz",
                      role = "aut"),
               person(given = "Alexandre",
                      family = "Belloni",
                      role = "aut"),
               person(given = "Victor",
                      family = "Chernozhukov",
                      role = "aut"),
               person(given = "Ivan",
                      family = "Fernandez-Val",
                      role = c("aut", "cre"),
                      email = "ivanf@bu.edu"))
as necessary.
OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-linux-x86_64-fedora-gcc

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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

*


            
OK r-oldrel-windows-x86_64

*


            
OK r-patched-linux-x86_64

*


            
OK r-release-linux-x86_64

*


            
OK r-release-macos-arm64

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OK r-release-macos-x86_64

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OK r-release-windows-x86_64

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Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Ivan Fernandez-Val <ivanf@bu.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Michael",
                      family = "Lipsitz",
                      role = "aut"),
               person(given = "Alexandre",
                      family = "Belloni",
                      role = "aut"),
               person(given = "Victor",
                      family = "Chernozhukov",
                      role = "aut"),
               person(gi
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Ivan Fernandez-Val <ivanf@bu.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Michael",
                      family = "Lipsitz",
                      role = "aut"),
               person(given = "Alexandre",
                      family = "Belloni",
                      role = "aut"),
               person(given = "Victor",
                      family = "Chernozhukov",
                      role = "aut"),
               person(gi

Dependency Network

Dependencies Reverse dependencies quantreg mnormt fda Rearrangement quantreg.nonpar

Version History

new 1.0 Mar 9, 2026