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scDECO: Estimating Dynamic Correlation

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>.

Version: 0.1.0
Imports: MASS, rjags, msm
Suggests: knitr, rmarkdown
Published: 2024-06-04
DOI: 10.32614/CRAN.package.scDECO
Author: Anderson Bussing [aut, cre], Yen-Yi Ho [aut, ths], Zichen Ma [aut], Zhen Yang [aut]
Maintainer: Anderson Bussing <abussing at email.sc.edu>
BugReports: https://github.com/YenYiHo-Lab/scDECO/issues
License: GPL (≥ 3)
URL: https://github.com/YenYiHo-Lab/scDECO
NeedsCompilation: no
Materials: README
CRAN checks: scDECO results

Documentation:

Reference manual: scDECO.pdf
Vignettes: scDECO-Copula
scDECO-Poisson-Gamma

Downloads:

Package source: scDECO_0.1.0.tar.gz
Windows binaries: r-devel: scDECO_0.1.0.zip, r-release: scDECO_0.1.0.zip, r-oldrel: scDECO_0.1.0.zip
macOS binaries: r-release (arm64): scDECO_0.1.0.tgz, r-oldrel (arm64): scDECO_0.1.0.tgz, r-release (x86_64): scDECO_0.1.0.tgz, r-oldrel (x86_64): scDECO_0.1.0.tgz

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.