Generate the simulated data | Compare with other methods | Visualize the comparison of performance | Select the parameters
This package is considered a duplicate. The official version of this package is found at:https://feiyoung.r-universe.dev/COAP
Package: COAP 1.3
Wei Liu
COAP: High-Dimensional Covariate-Augmented Overdispersed Poisson Factor Model
A covariate-augmented overdispersed Poisson factor model is proposed to jointly perform a high-dimensional Poisson factor analysis and estimate a large coefficient matrix for overdispersed count data. More details can be referred to Liu et al. (2024) <doi:10.1093/biomtc/ujae031>.
Authors:
COAP_1.3.tar.gz
COAP_1.3.zip(r-4.7-x86_64)COAP_1.3.zip(r-4.7-arm64)COAP_1.3.zip(r-4.6-x86_64)COAP_1.3.zip(r-4.6-arm64)
COAP_1.3.tar.gz(r-4.7-arm64)COAP_1.3.tar.gz(r-4.7-x86_64)COAP_1.3.tar.gz(r-4.6-arm64)COAP_1.3.tar.gz(r-4.6-x86_64)
COAP_1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
COAP/json (API)
| # Install 'COAP' in R: |
| install.packages('COAP', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/feiyoung/coap/issues
Uses libs:
Last updated from:86729fb398. Checks:10 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 104 | ||
| linux-devel-x86_64 | OK | 136 | ||
| source / vignettes | OK | 262 | ||
| linux-release-arm64 | OK | 102 | ||
| linux-release-x86_64 | OK | 138 | ||
| windows-devel-arm64 | OK | 239 | ||
| windows-devel-x86_64 | OK | 188 | ||
| windows-release-arm64 | OK | 238 | ||
| windows-release-x86_64 | OK | 105 | ||
| wasm-release | OK | 122 |
Exports:gendata_simuRR_COAPselectParams
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Generate simulated data | gendata_simu |
| Fit the COAP model | RR_COAP |
| Select the parameters in COAP models | selectParams |