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-4.5)COAP_1.2.zip(r-4.4)COAP_1.2.zip(r-4.3)
COAP_1.2.tgz(r-4.4-x86_64)COAP_1.2.tgz(r-4.4-arm64)COAP_1.2.tgz(r-4.3-x86_64)COAP_1.2.tgz(r-4.3-arm64)
COAP_1.2.tar.gz(r-4.5-noble)COAP_1.2.tar.gz(r-4.4-noble)
COAP_1.2.tgz(r-4.4-emscripten)COAP_1.2.tgz(r-4.3-emscripten)
COAP.pdf |COAP.html✨
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 7 months agofrom:4af80176b8. Checks:OK: 1 WARNING: 8. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 30 2024 |
R-4.5-win-x86_64 | WARNING | Oct 30 2024 |
R-4.5-linux-x86_64 | WARNING | Oct 30 2024 |
R-4.4-win-x86_64 | WARNING | Oct 30 2024 |
R-4.4-mac-x86_64 | WARNING | Oct 30 2024 |
R-4.4-mac-aarch64 | WARNING | Oct 30 2024 |
R-4.3-win-x86_64 | WARNING | Oct 30 2024 |
R-4.3-mac-x86_64 | WARNING | Oct 30 2024 |
R-4.3-mac-aarch64 | WARNING | Oct 30 2024 |
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 |