R Observatory: Metrics for HeckmanEM version 0.2-2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

HeckmanEM

0.2-2Package record

Fit Normal, Student-t or Contaminated Normal Heckman Selection Models

0packages depend

3Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Marcos PratesCRAN page ↗

It performs maximum likelihood estimation for the Heckman selection model (Normal, Student-t or Contaminated normal) using an EM-algorithm doi:10.1016/j.jmva.2021.104737. It also performs influence diagnostic through global and local influence for four possible perturbation schema.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("HeckmanEM", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-heckmanem

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-HeckmanEM

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-HeckmanEM

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 2.8 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.2-2

READMENoVignettesNoNEWSNoCitation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Help pages: 7
Examples that run: 43%3 run in a plain check · 4 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 29%

How these are measured

Downloads

3K

CRAN downloads in the past year

Rank #14,343 · ~8/day · ~247/mo

Releases R versions

Daily download trend is not available in this view yet.

30230 days

83390 days

3K1 year

Compare downloads with other packages →

Also on70 r2u4 autocran

How downloads are counted

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

Installing HeckmanEM adds 78 packages (43 with compiled code, 86 MB of source tarballs). Heaviest: BH 14 MB, stringi 11 MB, ggplot2 6.0 MB.

Depends (0)

none

Imports (6)

mvtnorm sampleSelection MomTrunc (>= 5.79)PerformanceAnalytics ggplot2methods

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (7)

Marcos Prates

Author, Maintainer since 0.1.1 (2020), Translator

Dipak Dey

Author

Victor Lachos

Author

Marcos Oliveira

Author, Contributor · added in 0.2-0

Christian Galarza

Contributor · added in 0.2-0

Katherine Loor

Contributor · added in 0.2-0

Alejandro Ordonez

Contributor · added in 0.2-1

Releases (6)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.2-2Latest
record
2025-06-02 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.2-1
record
2024-04-07 · diff ↗
0.2-0
record
2023-06-11 · diff ↗ ·
added 2 exports
CaseDeletion, Influence
R
R 4.3.0 released · 2023-04-21
unarchivedReturned to CRAN
2022-09-12
0.1.3
record
2022-09-12 · diff ↗
archivedRemoved from CRAN
2022-05-07
email to the maintainer is undeliverable
R
R 4.2.0 released · 2022-04-22
0.1.2
record
2021-05-19 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.1.1
record
2020-11-20
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-11-20
Total releases: 6 / 6 yrs
License: GPL-2 OSI
Download size: 21 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("HeckmanEM")

The package provides a citation file, so citation() returns the authors' own entry.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for HeckmanEM version 0.2-2 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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