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lqr

Robust Linear Quantile Regression

v5.2 · Jul 12, 2024 · GPL (>= 2)

Description

It fits a robust linear quantile regression model using a new family of zero-quantile distributions for the error term. Missing values and censored observations can be handled as well. This family of distribution includes skewed versions of the Normal, Student's t, Laplace, Slash and Contaminated Normal distribution. It also performs logistic quantile regression for bounded responses as shown in Galarza et.al.(2020) <doi:10.1007/s13571-020-00231-0>. It provides estimates and full inference. It also provides envelopes plots for assessing the fit and confidences bands when several quantiles are provided simultaneously.

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r-devel-linux-x86_64-debian-clang NOTE
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r-devel-linux-x86_64-fedora-clang OK
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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
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NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Christian E. Galarza <cgalarza88@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Christian", "E."),
                      family = "Galarza",
                      role = c("aut", "cre"),
                      email = "chedgala@espol.edu.ec"),
               person(given = "Luis",
                      family = "Benites",
                      role = "aut",
                      email = "lbenitess@pucp.edu.pe"),
               person(given = "Marcelo",
                      family = "Bourguignon",
                      role = "aut",
                      email = "m.p.bourguignon@gmail.com"),
               person(given = c("Victor", "H."),
                      family = "Lachos",
                      role = "aut",
                      email = "hlachos@uconn.edu"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Christian E. Galarza <cgalarza88@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Christian", "E."),
                      family = "Galarza",
                      role = c("aut", "cre"),
                      email = "chedgala@espol.edu.ec"),
               person(given = "Luis",
                      family = "Benites",
                      role = "aut",
                      email = "lbenitess@pucp.edu.pe"),
               person(given = "Marcelo",
                      family = "Bourguignon",
                      role = "aut",
                      email = "m.p.bourguignon@gmail.com"),
               person(given = c("Victor", "H."),
                      family = "Lachos",
                      role = "aut",
                      email = "hlachos@uconn.edu"))
as necessary.
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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: ‘Christian E. Galarza <cgalarza88@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Christian", "E."),
                      family = "Galarza",
                      role = c("aut", "cre"),
                      email = "chedgala@espol.edu.ec"),
               person(given = "Luis",
                      family = "Benites",
                      role = "aut",
                      email = "lbenitess@pucp.edu.pe"),
            
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Christian E. Galarza <cgalarza88@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Christian", "E."),
                      family = "Galarza",
                      role = c("aut", "cre"),
                      email = "chedgala@espol.edu.ec"),
               person(given = "Luis",
                      family = "Benites",
                      role = "aut",
                      email = "lbenitess@pucp.edu.pe"),
            

Reverse Dependencies (2)

imports

Dependency Network

Dependencies Reverse dependencies spatstat.univar numDeriv MomTrunc quantreg MASS qrLMM qrNLMM lqr

Version History

new 5.2 Mar 9, 2026