R Observatory: Metrics for BRISC version 1.0.6

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

BRISC

1.0.6Package record

Fast Inference for Large Spatial Datasets using BRISC

1packages dependsuggested by 1

7.1Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Arkajyoti SahaCRAN page ↗GitHub ↗Issues ↗

Fits bootstrap with univariate spatial regression models using Bootstrap for Rapid Inference on Spatial Covariances (BRISC) for large datasets using nearest neighbor Gaussian processes detailed in Saha and Datta (2018) doi:10.1002/sta4.184.

Install

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

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

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

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("ArkajyotiSaha/BRISC")

Development version from ArkajyotiSaha/BRISC. Installs pak first if it is not already available.

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-brisc

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-BRISC

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-BRISC

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: 2.6 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-04-08
ERROR13 OK, 1 ERROR2026-04-07
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.6

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 9
Examples that run: 100%9 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 78%

How these are measured

Downloads

7.1K

CRAN downloads in the past year

Rank #4,297 · ~19/day · ~592/mo

Releases R versions

Daily download trend is not available in this view yet.

73030 days

2K90 days

7.1K1 year

Compare downloads with other packages →

Also on475 r2u32 autocran2.1K conda_forge

How downloads are counted

Repository

arkajyotisaha/brisc ↗Account: ArkajyotiSaha

8Stars

3Forks

1Open issues

0Open PRs

0Releases

135Commits

2Commit identities

135 commits · Last activity 2021-03-09 · 0% stars, 30d · The default branch showed an older version (1.0.1) than CRAN on 2026-10-21

Responsiveness

not measured

Stars over time

2025-05-04 · 82026-07-07 · 8

How these are measured

PracticesBeta

Checks run against github.com/arkajyotisaha/brisc on 2026-10-21.

No development-tooling practices detected in the upstream repository.

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Installing BRISC adds 6 packages (5 with compiled code, 3.1 MB of source tarballs). Heaviest: Rcpp 1.8 MB, RcppArmadillo 1.0 MB, matrixStats 207 KB.

Depends (8)

R >= 3.3.0RANNparallelstatsrdist matrixStats pbapplygraphics

Imports (0)

none

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

Imports 1

Suggested by 1

Depends, Imports or LinkingTo, most downloaded first

RandomForestsGLS

Suggests, most downloaded first

SVG

How these are counted

Code & Tests

People & History

People (5)

Arkajyoti Saha

Author, Maintainer since 0.1.0 (2018)

Author

Contributor

Contributor

Contributor · added in 1.0.3

Releases (9)

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
1.0.6Latest
record
2024-10-02 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
1.0.5
record
2022-04-30 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.0.4
record
2022-03-03 · diff ↗
1.0.3
record
2022-03-03 · diff ↗ ·
added 2 exports
BRISC_order, BRISC_neighbor
1.0.2
record
2021-09-20 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.0.1
record
2021-03-09 · diff ↗
1.0.0
record
2021-01-07 · diff ↗ ·
added 3 exports
BRISC_correlation, BRISC_simulation, BRISC_decorrelation
R
R 4.0.0 released · 2020-04-24
0.2.0
record
2019-08-19 · diff ↗ ·
added 1 export
BRISC_variogram.ci
R
R 3.6.0 released · 2019-04-26

Show 2 earlier eventsHide 2 earlier events

0.1.0
record
2018-07-22
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2018-07-22
Total releases: 9 / 8 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.3.0
Download size: 77 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("BRISC")

Format

Saha, A., Datta, A., Nocedal, J., Okazaki, N., & Weber, L. M. (2024). BRISC: Fast Inference for Large Spatial Datasets using BRISC (Version 1.0.6) [Computer software]. https://doi.org/10.32614/CRAN.package.BRISC

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 BRISC version 1.0.6 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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