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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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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
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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.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 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"
...[truncated]...
                     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"
...[truncated]...
                     email = "m.p.bourguignon@gmail.com"),
               person(given = c("Victor", "H."),
                      family = "Lachos",
                      role = "aut",
                      email = "hlachos@uconn.edu"))
as necessary.

Reverse Dependencies (2)

imports

Dependency Network

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

Version History

new 5.2 Mar 10, 2026
updated 5.2 ← 5.1 diff Jul 11, 2024
updated 5.1 ← 5.0 diff Jun 27, 2024
updated 5.0 ← 4.1 diff Aug 14, 2022
updated 4.1 ← 4.0 diff Mar 21, 2022
updated 4.0 ← 3.43 diff Oct 4, 2021
updated 3.43 ← 3.41 diff Mar 21, 2021
updated 3.41 ← 3.31 diff Mar 7, 2021
updated 3.31 ← 2.11 diff Oct 12, 2020
updated 2.11 ← 2.0 diff May 2, 2020
updated 2.0 ← 1.7 diff Jan 8, 2020
updated 1.7 ← 1.5 diff Jan 31, 2018
updated 1.5 ← 1.3 diff May 18, 2016
updated 1.3 ← 1.2 diff May 6, 2016
updated 1.2 ← 1.1 diff Apr 24, 2016
updated 1.1 ← 1.0 diff Dec 8, 2015
new 1.0 Nov 5, 2015