PartCensReg
Estimation and Diagnostics for Partially Linear Censored Regression Models Based on Heavy-Tailed Distributions
Description
It estimates the parameters of a partially linear regression censored model via maximum penalized likelihood through of ECME algorithm. The model belong to the semiparametric class, that including a parametric and nonparametric component. The error term considered belongs to the scale-mixture of normal (SMN) distribution, that includes well-known heavy tails distributions as the Student-t distribution, among others. To examine the performance of the fitted model, case-deletion and local influence techniques are provided to show its robust aspect against outlying and influential observations. This work is based in Ferreira, C. S., & Paula, G. A. (2017) <doi:10.1080/02664763.2016.1267124> but considering the SMN family.
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| Flavor | Status |
|---|---|
| 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 (2 non-OK)
CRAN incoming feasibility
Maintainer: ‘Marcela Nunez Lemus <marcela.nunez.lemus@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Marcela", "Nunez"),
family = "Lemus",
role = c("aut", "cre"),
email = "marcela.nunez.lemus@gmail.com"),
person(given = c("Christian", "E."),
family = "Galarza",
role = "aut"),
person(given = c("Larissa", "Avila"),
family = "Matos",
role = "aut"),
person(given = c("Victor", "H"),
family = "Lachos",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Marcela Nunez Lemus <marcela.nunez.lemus@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Marcela", "Nunez"),
family = "Lemus",
role = c("aut", "cre"),
email = "marcela.nunez.lemus@gmail.com"),
person(given = c("Christian", "E."),
family = "Galarza",
role = "aut"),
person(given = c("Larissa", "Avila"),
family = "Matos",
role = "aut"),
person(given = c("Victor", "H"),
family = "Lachos",
role = "aut"))
as necessary.
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Marcela Nunez Lemus <marcela.nunez.lemus@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Marcela", "Nunez"),
family = "Lemus",
role =
...[truncated]...
on(given = c("Larissa", "Avila"),
family = "Matos",
role = "aut"),
person(given = c("Victor", "H"),
family = "Lachos",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Marcela Nunez Lemus <marcela.nunez.lemus@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Marcela", "Nunez"),
family = "Lemus",
role =
...[truncated]...
on(given = c("Larissa", "Avila"),
family = "Matos",
role = "aut"),
person(given = c("Victor", "H"),
family = "Lachos",
role = "aut"))
as necessary.