R Observatory: Metrics for saeczi version 0.2.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

saeczi

0.2.0Package record

Small Area Estimation for Continuous Zero Inflated Data

0packages depend

6.2Kdownloads / year

65.1%test coverage

13/13flavors OK

Overview

About

Maintained by Josh YamamotoCRAN page ↗Website ↗

Provides functionality to fit a zero-inflated estimator for small area estimation. This estimator is a combines a linear mixed effects regression model and a logistic mixed effects regression model via a two-stage modeling approach. The estimator's mean squared error is estimated via a parametric bootstrap method. Chandra and others (2012, doi:10.1080/03610918.2011.598991) introduce and describe this estimator and mean squared error estimator. White and others (2024+, doi:10.48550/arXiv.2402.03263) describe the applicability of this estimator to estimation of forest attributes and further assess the estimator's properties.

Install

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

install.packages("saeczi", 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-saeczi

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-saeczi

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-saeczi

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: 3.3 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-07-18
ERROR12 OK, 1 ERROR2026-07-10
OK14 OK2026-04-22

Show 2 earlier changesHide 2 earlier changes

ERROR13 OK, 1 ERROR2026-04-18
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.2.0

READMEYes · 461 wordsVignettesNoNEWSYes · 100% structured · mentions 0.2.0Citation fileNoWebsiteYes · pkgdown

Help pages: 3
Examples that run: 100%1 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

How these are measured

Downloads

6.2K

CRAN downloads in the past year

Rank #9,955 · ~17/day · ~519/mo

Releases R versions

Daily download trend is not available in this view yet.

33730 days

99190 days

6.2K1 year

Compare downloads with other packages →

Also on347 r2u9 autocran

How downloads are counted

Repository

harvard-ufds/saeczi ↗Organization: harvard-ufds

4Stars

4Forks

0Open issues

0Open PRs

5Releases

211Commits

6Commit identities

r-packagesaezero-inflation

211 commits · Last activity 2025-02-07 · 0% stars, 30d · Default branch at 0.2.0.9000, ahead of CRAN 0.2.0 (checked 2026-10-11)

Responsiveness

How these are sampled

PRs merged (all time): 79%
Median days to close, 50 most recently updated closed issues: 30
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2024-02-09 · 42026-07-07 · 4

How these are measured

PracticesBeta

9 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/harvard-ufds/saeczi on 2026-10-11.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2025-02-07 · The repository has a site deploy workflow

pkgdown site last built 2025-02-07

Coverage (1)

Coverage reporting

Reproducibility and dev environment (1)

data-raw/

Show all practicesHide 1 practice

CRAN release process (1)

cran-comments.md

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

11 external dependencies (excludes base and recommended)

Installing saeczi adds 31 packages (18 with compiled code, 19 MB of source tarballs). Heaviest: lme4 4.1 MB, nloptr 2.1 MB, Rcpp 1.8 MB.

Depends (1)

R >= 4.1.0

Imports (8)

dplyr lme4 purrr progressr furrr future rlang Rcpp

LinkingTo (2)

Rcpp RcppEigen

Suggests (1)

testthat

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 (7)

Josh Yamamoto

Author, Maintainer since 0.1.0 (2024)

Author

Author

Author

Author

Author

Author

Releases (5)

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
0.2.0Latest
record
2024-06-06 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
0.1.3
record
2024-04-15 · diff ↗
0.1.2
record
2024-03-28 · diff ↗
0.1.1
record
2024-03-13 · diff ↗
0.1.0
record
2024-02-13
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2024-02-13
Total releases: 5 / 2 yrs
License: MIT + file LICENSE OSI · relicensed from CC0 in 0.1.1
Minimum R: ≥ 4.1.0
Bundled data: 149 KB / 2 files
Download size: 304 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("saeczi")

Format

Yamamoto, J., Elsyad, D., Hu, K., Korsgaard, N., McConville, K., Schmitt, J., & White, G. (2024). saeczi: Small Area Estimation for Continuous Zero Inflated Data (Version 0.2.0) [Computer software]. https://doi.org/10.32614/CRAN.package.saeczi

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 saeczi version 0.2.0 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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