Package: COAP 1.2

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_1.2.tar.gz
COAP_1.2.zip(r-4.7)COAP_1.2.zip(r-4.6)COAP_1.2.zip(r-4.5)
COAP_1.2.tgz(r-4.6-x86_64)COAP_1.2.tgz(r-4.6-arm64)COAP_1.2.tgz(r-4.5-x86_64)COAP_1.2.tgz(r-4.5-arm64)
COAP_1.2.tar.gz(r-4.7-arm64)COAP_1.2.tar.gz(r-4.7-x86_64)COAP_1.2.tar.gz(r-4.6-arm64)COAP_1.2.tar.gz(r-4.6-x86_64)
COAP_1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
COAP/json (API)
| # Install 'COAP' in R: |
| install.packages('COAP', repos = c('https://feiyoung.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/feiyoung/coap/issues
Last updated from:4af80176b8. Checks:11 WARNING, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | WARNING | 132 | ||
| linux-devel-x86_64 | WARNING | 122 | ||
| source / vignettes | OK | 198 | ||
| linux-release-arm64 | WARNING | 127 | ||
| linux-release-x86_64 | WARNING | 135 | ||
| macos-release-arm64 | WARNING | 98 | ||
| macos-release-x86_64 | WARNING | 255 | ||
| macos-oldrel-arm64 | WARNING | 110 | ||
| macos-oldrel-x86_64 | WARNING | 182 | ||
| windows-devel | WARNING | 117 | ||
| windows-release | WARNING | 122 | ||
| windows-oldrel | WARNING | 151 | ||
| wasm-release | OK | 101 |
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 |