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scDECO

Estimating Dynamic Correlation

v0.1.1 · Apr 2, 2025 · GPL (>= 3)

Description

Implementations for two different Bayesian models of differential co-expression. scdeco.cop() fits the bivariate Gaussian copula model from Zichen Ma, Shannon W. Davis, Yen-Yi Ho (2023) <doi:10.1111/biom.13701>, while scdeco.pg() fits the bivariate Poisson-Gamma model from Zhen Yang, Yen-Yi Ho (2022) <doi:10.1111/biom.13457>.

Downloads

CRAN

248

Last 30 days

19996th

616

Last 90 days

2.6K

Last year

Trend: +72.2% (30d vs prior 30d)

r2u CRAN

0

Last 30 days

25

Last 90 days

95

Last year

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

autoCRAN

1

Last 7 days

11

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 8, 2026
WARNING 12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE Jun 7, 2026
WARNING r-devel-linux-x86_64-debian-gcc

for code/documentation mismatches

Warning in file(open = "w+") :
  cannot open file '/tmp/Rtmpdo7NOa/Rfc520717f98111': No space left on device
Error in file(open = "w+") : cannot open the connection
Calls: <Anonymous> -> .load_package_quietly -> .try_quietly -> file
Execution halted
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Code

Structure

Lines of code

1,727

Files

26

Compiled share

0%

Has compiled src

No

Language breakdown

R 984 (57%)Docs 377 (21.8%)Vignettes 366 (21.2%)

API

Exported functions

4

Internal functions

25

Recent export changes

v0.1.0+4 scdeco.cop, scdeco.pg, scdeco.sim.cop +1 more

Testing & CI

Has tests

No

Test-to-code ratio

0.00

testthat edition

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

0%

Unsafe pattern score

0

Dep constraint coverage

0%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

System requirements

C++ standard

License

GPL (>= 3)

License flags

SPDX valid, OSI approved

History

Versions

2

First release

2024-06-04

Latest release

2025-04-02

Avg cadence

302 days

Cold removal rate

Dep drift

0

LOC over versions

v0.1.0: 1,665 LOCv0.1.1: 1,727 LOC

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

Dependency Network

Dependencies Reverse dependencies MASS rjags msm scDECO

Version History

3 tracked
new 0.1.1 Mar 10, 2026
updated 0.1.1 ← 0.1.0 diff Apr 2, 2025
new 0.1.0 Jun 3, 2024