erboost

1.5

Nonparametric Multiple Expectile Regression via ER-Boost

0packages depend

2Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Yi YangFirst published 2024-01-196 releasesCRAN page ↗

Expectile regression is a nice tool for estimating the conditional expectiles of a response variable given a set of covariates. This package implements a regression tree based gradient boosting estimator for nonparametric multiple expectile regression, proposed by Yang, Y., Qian, W. and Zou, H. (2018) doi:10.1080/00949655.2013.876024. The code is based on the 'gbm' package originally developed by Greg Ridgeway.

Install

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

install.packages("erboost", 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-erboost

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

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

# 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-erboost

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 1.4 min · r-devel-linux-x86_64-fedora-clang

Code health

None

Tests · ratio 0.00

not tracked

Coverage

Dependencies · direct

Check history

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: not tracked
Return-value docs: not tracked
References docs: 71%

Downloads

CRAN downloads in the past year

Rank #19,920 · ~5/day · ~164/mo

Releases R versions

Daily download trend is not available in this view yet.

18530 days

57390 days

2K1 year

Compare downloads with other packages →

Also on403 r2u20 autocran

Dependencies

Declared dependencies

0 external dependencies (excludes base and recommended)

Depends (3)

R >= 2.12.0latticesplines

Imports (0)

none

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (3)

Maintainer (1)

Yi Yang

Author, Maintainer

Authors (2)

Yi Yang

Author, Maintainer

Hui Zou

Author

Contributors (1)

Greg Ridgeway

Contributor, Copyright holder · added in 1.4

Greg Ridgeway

Contributor, Copyright holder · added in 1.4

Package Timeline

6 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
1.5Latest
2025-03-25 · current release · diff ↗
unarchivedReturned to CRAN
2025-03-25
archivedRemoved from CRAN
2024-11-11
issues were not corrected despite reminders
R
R 4.4.0 released · 2024-04-24
1.4
2024-01-19 · diff ↗
R
R 4.3.0 released · 2023-04-21
removedRemoved from CRAN
2022-08-11
misrepresentation of authorship and copyright ownership, and email to the maintainer is undeliverable Back on CRAN on 2024-01-19
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03

Show 7 earlier events

1.3
2015-08-28 · diff ↗
R
R 3.2.0 released · 2015-04-16
R
R 3.1.0 released · 2014-04-10
1.2
2013-10-28 · diff ↗
1.1
2013-10-22 · diff ↗
1.0
2013-10-13
R
R 3.0.0 released · 2013-04-03

Package metadata

First published: 2024-01-19
Total releases: 6 / 2 yrs
License: GPL-3 OSI
Minimum R: ≥ 2.12.0
Download size: 46 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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