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epiomics

Analysis of Omics Data in Observational Studies

v1.2.0 · Feb 13, 2025 · GPL (>= 3)

Description

A collection of fast and flexible functions for analyzing omics data in observational studies. Multiple different approaches for integrating multiple environmental/genetic factors, omics data, and/or phenotype data are implemented. This includes functions for performing omics wide association studies with one or more variables of interest as the exposure or outcome; a function for performing a meet in the middle analysis for linking exposures, omics, and outcomes (as described by Chadeau-Hyam et al., (2010) <doi:10.3109/1354750X.2010.533285>); and a function for performing a mixtures analysis across all omics features using quantile-based g-Computation (as described by Keil et al., (2019) <doi:10.1289/EHP5838>).

Downloads

CRAN

281

Last 30 days

17015th

679

Last 90 days

3K

Last year

Trend: +72.4% (30d vs prior 30d)

r2u CRAN

0

Last 30 days

23

Last 90 days

96

Last year

Trend: -100% (30d vs prior 30d)

autoCRAN

4

Last 7 days

16

Last 30 days

0

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Package required but not available: ‘qgcomp’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Line coverage

Expression

Tests / Examples

Functions

6 6 exported

Complexity

12.5 avg / 24 max

Call network

6 nodes / 1 edges

Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.

Loading call graph…

Lowest coverage

Per-function coverage is not measured for this package yet.

Code

Structure

Lines of code

2,904

Files

31

Compiled share

0%

Has compiled src

No

Language breakdown

R 1,253 (43.1%)Tests 1,105 (38.1%)Docs 546 (18.8%)

API

Exported functions

6

Internal functions

0

Recent export changes

v1.1.0+1 coef_plot_from_owas  −1 owas_mixed_effects
v0.0.1+6 meet_in_middle, owas, owas_clogit +3 more

Testing & CI

Has tests

Yes

Test-to-code ratio

0.88

testthat edition

3

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

100%

\dontrun example ratio

0%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

Yes

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

Unsafe pattern score

0

Dep constraint coverage

0%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

4.1.0

System requirements

C++ standard

License

GPL (>= 3)

License flags

SPDX valid, OSI approved

History

Versions

4

First release

2023-01-09

Latest release

2025-02-14

Avg cadence

348 days

Cold removal rate

100%

Dep drift

3

LOC over versions

v0.0.1: 2,523 LOCv1.0.0: 2,888 LOCv1.1.0: 3,113 LOCv1.2.0: 2,904 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Dependency Network

Dependencies Reverse dependencies data.table ggplot2 ggrepel qgcomp survival epiomics

Version History

5 tracked
new 1.2.0 Mar 10, 2026
updated 1.2.0 ← 1.1.0 diff Feb 13, 2025
updated 1.1.0 ← 1.0.0 diff Feb 25, 2024
updated 1.0.0 ← 0.0.1 diff Mar 14, 2023
new 0.0.1 Jan 8, 2023