R Observatory: Metrics for allestimates version 0.2.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

allestimates

0.2.3Package record

Effect Estimates from All Models

0packages depend

4.3Kdownloads / year

–test coverage

0/13flavors OK

Overview

About

Maintained by Zhiqiang WangCRAN page ↗

Estimates and plots effect estimates from models with all possible combinations of a list of variables. It can be used for assessing treatment effects in clinical trials or risk factors in bio-medical and epidemiological research. Like Stata command 'confall' (Wang Z (2007) doi:10.1177/1536867X0700700203 ), 'allestimates' calculates and stores all effect estimates, and plots them against p values or Akaike information criterion (AIC) values. It currently has functions for linear regression: all_lm(), logistic and Poisson regression: all_glm(), and Cox proportional hazards regression: all_cox().

Changes in 0.2.3

all_speedglm no longer available.

From NEWS.md in the release

Install

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

install.packages("allestimates", 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-allestimates

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-allestimates

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-allestimates

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) allestimates.Rd:25: Lost braces in \itemize; meant \describe ?
checkRd: (-1) allestimates.Rd:26: Lost braces in \itemize; meant \describe ?
checkRd: (-1) allestimates.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) allestimates.Rd:28: Lost braces in \itemize; meant \describe ?

CRAN check page ↗

Slowest check: 4.9 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 0.2.3

READMEYes · 261 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 0.2.3Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 9includes a package overview page
Examples that run: 100%8 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (1)

allestimates-vignette HTML

How these are measured

Downloads

4.3K

CRAN downloads in the past year

Rank #6,589 · ~12/day · ~357/mo

Releases R versions

Daily download trend is not available in this view yet.

45830 days

1.3K90 days

4.3K1 year

Compare downloads with other packages →

Also on135 r2u23 autocran73 c2d4u

How downloads are counted

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

Installing allestimates adds 31 packages (16 with compiled code, 29 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, isoband 1.5 MB.

Depends (1)

R >= 2.10

Imports (7)

broom ggplot2survivaltidyrutilsstringr dplyr

LinkingTo (0)

none

Suggests (3)

spelling knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (1)

Zhiqiang Wang

Author, Maintainer since 0.1.6 (2020)

Releases (7)

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
R
R 4.3.0 released · 2023-04-21
0.2.3Latest
record
2023-03-26 · current release · diff ↗ ·
removed 1 export
all_speedglm
R
R 4.2.0 released · 2022-04-22
0.2.2
record
2022-03-04 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.2.1
record
2021-01-20 · diff ↗
0.1.9
record
2020-09-29 · diff ↗
0.1.8
record
2020-07-12 · diff ↗
0.1.7
record
2020-07-09 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.1.6
record
2020-02-05
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2020-02-05
Total releases: 7 / 6 yrs
License: GPL-2 OSI
Minimum R: ≥ 2.10
Bundled data: 23 KB / 1 file
Download size: 217 KB

Appears in task views

Causal Inference

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("allestimates")

Format

Wang, Z. (2023). allestimates: Effect Estimates from All Models (Version 0.2.3) [Computer software]. https://doi.org/10.32614/CRAN.package.allestimates

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 allestimates version 0.2.3 [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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