R Observatory: Metrics for OmicKriging version 1.4.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

OmicKriging

1.4.0

Poly-Omic Prediction of Complex TRaits

0packages depend

2.5Kdownloads / year

–test coverage

11/13checks pass

Overview

About

Maintained by Hae Kyung ImFirst published 2013-03-096 releasesCRAN page ↗

It provides functions to generate a correlation matrix from a genetic dataset and to use this matrix to predict the phenotype of an individual by using the phenotypes of the remaining individuals through kriging. Kriging is a geostatistical method for optimal prediction or best unbiased linear prediction. It consists of predicting the value of a variable at an unobserved location as a weighted sum of the variable at observed locations. Intuitively, it works as a reverse linear regression: instead of computing correlation (univariate regression coefficients are simply scaled correlation) between a dependent variable Y and independent variables X, it uses known correlation between X and Y to predict Y.

Install

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

install.packages("OmicKriging", 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-omickriging

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

# 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-OmicKriging

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-OmicKriging

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

Health

CRAN checks

2NOTE11OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 2.0 min · r-release-macos-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

5

Dependencies · direct

Check history

NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 171 wordsVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 50%

Downloads

2.5K

CRAN downloads in the past year

Rank #16,516 · ~7/day · ~209/mo

Releases R versions

Daily download trend is not available in this view yet.

12930 days

64590 days

2.5K1 year

Compare downloads with other packages →

Also on117 r2u18 autocran

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Depends (2)

R >= 2.15.1doParallel

Imports (4)

ROCR irlbaparallelforeach

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 (0)

Author records are not tracked yet for this package.

Listed in earlier versions (4)

Hae Kyung Im

no longer listed · 3.0.0 to 1.4.0

Heather E. Wheeler

no longer listed · 3.0.0 to 1.4.0

Keston Aquino Michaels

no longer listed · 3.0.3 to 1.4.0

Vassily Trubetskoy

no longer listed · 3.0.3 to 1.4.0

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
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
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
1.4.0Latest
2016-03-08 · current release · diff ↗
R
R 3.2.0 released · 2015-04-16
1.3
2014-06-18 · diff ↗
R
R 3.1.0 released · 2014-04-10
1.1
2014-02-01 · diff ↗

Show 5 earlier events

3.0.3
2013-09-26 · diff ↗
R
R 3.0.0 released · 2013-04-03
1.0
2013-03-09 · diff ↗
3.0.0
2013-03-08
R
R 2.15.0 released · 2012-03-30

Package metadata

First published: 2013-03-09
Total releases: 6 / 13 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 2.15.1
Download size: 3.4 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("OmicKriging")

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 OmicKriging version 1.4.0 [Data set]. HJJB, LLC. Data release v2026-08-16. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-16, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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