R Observatory: Metrics for Renvlp version 3.4.5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

Renvlp

3.4.5Package record

Computing Envelope Estimators

1packages depend

3.3Kdownloads / year

–test coverage

0/13flavors OK

Overview

About

Maintained by Minji LeeCRAN page ↗

Provides a general routine, envMU, which allows estimation of the M envelope of span(U) given root n consistent estimators of M and U. The routine envMU does not presume a model. This package implements response envelopes, partial response envelopes, envelopes in the predictor space, heteroscedastic envelopes, simultaneous envelopes, scaled response envelopes, scaled envelopes in the predictor space, groupwise envelopes, weighted envelopes, envelopes in logistic regression, envelopes in Poisson regression envelopes in function-on-function linear regression, envelope-based Partial Partial Least Squares, envelopes with non-constant error covariance, envelopes with t-distributed errors, reduced rank envelopes and reduced rank envelopes with non-constant error covariance. For each of these model-based routines the package provides inference tools including bootstrap, cross validation, estimation and prediction, hypothesis testing on coefficients are included except for weighted envelopes. Tools for selection of dimension include AIC, BIC and likelihood ratio testing. Background is available at Cook, R. D., Forzani, L. and Su, Z. (2016) doi:10.1016/j.jmva.2016.05.006. Optimization is based on a clockwise coordinate descent algorithm.

Install

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

install.packages("Renvlp", 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-renvlp

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-Renvlp

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-Renvlp

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

13NOTE

Check messages

NOTERd filesr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc, r-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc, r-devel-windows-x86_64, r-oldrel-macos-arm64, r-oldrel-macos-x86_64, r-oldrel-windows-x86_64, r-patched-linux-x86_64, r-release-linux-x86_64, r-release-macos-arm64, r-release-macos-x86_64, r-release-windows-x86_64

checkRd: (-1) testcoef.env.Rd:19: Lost braces
    19 | This function tests for hypothesis H0: L beta R = A, versus Ha: L beta R != A.  The beta is estimated by the envelope model.  If L = Ir, R = Ip and A = 0, then the test is equivalent to the standard F test on if beta = 0.  The test statistic used is vec(L beta R - A) hat{Sigma}^{-1} vec(L beta R - A)^{T}, where beta is the envelope estimator and hat{Sigma} is the estimated asymptotic covariance of vec(L beta R - A). The reference distribution is chi-squared distribution with degrees of freedom d1 * d2. 
       |                                                                                                                                                                                                                                                                                ^
checkRd: (-1) testcoef.env.Rd:19: Lost braces; missing escapes or markup?
    19 | This function tests for hypothesis H0: L beta R = A, versus Ha: L beta 
...[truncated]...
nt to the standard F test on if beta = 0.  The test statistic used is vec(L beta R - A) hat{Sigma}^{-1} vec(L beta R - A)^{T}, where beta is the envelope estimator and hat{Sigma} is the estimated asymptotic covariance of vec(L beta R - A). The reference distribution is chi-squared distribution with degrees of freedom d1 * d2. 
       |                                                                                                                                                                                                                                                                                                                                                                                   ^
checkRd: (-1) xenv.Rd:28: Lost braces; missing escapes or markup?
    28 | \item{eta}{The estimated eta.  According to the envelope parameterization, beta = Gamma * Omega^{-1} * eta.}
       |                                                                                                 ^

NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Maintainer: ‘Minji Lee <minjilee101@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Minji",
                      family = "Lee",
                      role = c("aut", "cre"),
                      email = "minjilee101@gmail.com"),
               person(given = "Zhihua",
                      family = "Su",
                      role = "aut"))
as necessary.

CRAN check page ↗

Slowest check: 4.0 min · r-oldrel-windows-x86_64

Status changes

NOTE13 NOTENow
NOTE14 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 3.4.5

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 113includes a package overview page
Examples that run: 100%101 run in a plain check
Exported functions with examples: 99%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 33%

How these are measured

Downloads

3.3K

CRAN downloads in the past year

Rank #12,860 · ~9/day · ~277/mo

Releases R versions

Daily download trend is not available in this view yet.

38230 days

88090 days

3.3K1 year

Compare downloads with other packages →

Also on72 r2u4 autocran

How downloads are counted

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Installing Renvlp adds 14 packages (6 with compiled code, 8.4 MB of source tarballs). Heaviest: pls 4.2 MB, Rcpp 1.8 MB, RcppArmadillo 1.0 MB.

Depends (1)

R >= 3.5.0

Imports (6)

Rsolnpstatsorthogonalsplinebasis pls matrixcalcMatrix

LinkingTo (0)

none

Suggests (1)

MASS

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

Imports 1

Depends, Imports or LinkingTo, most downloaded first

CepReg

How these are counted

Code & Tests

Datasets

People & History

People (from the free-text Author field) (2)

Minji Lee

Zhihua Su

Maintainer since 2.5 (2018)

Releases (12)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
3.4.5Latest
record
2023-10-10 · current release · diff ↗
R
R 4.3.0 released · 2023-04-21
3.4
record
2023-04-19 · diff ↗
3.3
record
2023-01-07 · diff ↗ ·
removed 1 export
d.stenv

added 30 exports
boot.env.apweights, boot.env.tcond, boot.rrenv.apweights, boot.rrenv, boot.eppls, cv.env.apweights, cv.env.tcond, cv.rrenv.apweights, cv.rrenv, cv.eppls, d.select, env.apweights, env.tcond, rrenv.apweights, rrenv, eppls, pred.env.apweights, pred.env.tcond, pred.rrenv.apweights, pred.rrenv, pred.eppls, testcoef.env.apweights, testcoef.env.tcond, testcoef.rrenv.apweights, testcoef.rrenv, u.env.apweights, u.env.tcond, u.rrenv.apweights, u.rrenv, u.eppls
3.2
record
2022-08-07 · diff ↗ ·
added 7 exports
d.stenv, felmdir, felmKL, pred.felmdir, pred.felmKL, u.felmdir, u.felmKL
3.1
record
2022-05-13 · diff ↗
R
R 4.2.0 released · 2022-04-22
3.0
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2021-09-11 · diff ↗
R
R 4.1.0 released · 2021-05-18
2.9
record
2020-11-15 · diff ↗ ·
removed 1 export
pattern:^[[:alpha:]]+

added 66 exports
boot.env, boot.genv, boot.henv, boot.logit.env, boot.penv, boot.pois.env, boot.senv, boot.stenv, boot.sxenv, boot.xenv, cv.env, cv.genv, cv.henv, cv.logit.env, cv.penv, cv.pois.env, cv.senv, cv.stenv, cv.sxenv, cv.xenv, env, genv, henv, logit.env, penv, pois.env, pred.env, pred.genv, pred.henv, pred.logit.env and 36 more
R
R 4.0.0 released · 2020-04-24
2.8
record
2020-03-16 · diff ↗
2.7
record
2019-07-23 · diff ↗

Show 6 earlier eventsHide 6 earlier events

R
R 3.6.0 released · 2019-04-26
2.6.5
record
2019-02-27 · diff ↗
2.6
record
2019-02-19 · diff ↗
R
R 3.5.0 released · 2018-04-23
2.5
record
2018-01-18
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2018-01-18
Total releases: 12 / 8 yrs
License: GPL-2 OSI
Minimum R: ≥ 3.5.0
Bundled data: 34 KB / 10 files
Download size: 131 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("Renvlp")

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 Renvlp version 3.4.5 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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