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catalytic
View on CRAN: Click
here
Download and install catalytic package within the R console
Install from CRAN:
install.packages("catalytic")
Install from Github:
library("remotes")
install_github("cran/catalytic")
Install by package version:
library("remotes")
install_version("catalytic", "0.1.0")
Attach the package and use:
library("catalytic")
Maintained by
Dongming Huang
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.catalytic . catalytic citation info . catalytic results . catalytic.pdf . catalytic_cox . catalytic_glm_binomial . catalytic_glm_gaussian . catalytic_0.1.0.tar.gz . catalytic_0.1.0.zip . catalytic_0.1.0.zip . catalytic_0.1.0.zip . catalytic_0.1.0.tgz . catalytic_0.1.0.tgz . catalytic_0.1.0.tgz . catalytic_0.1.0.tgz . https://CRAN.R-project.org/package=catalytic .
First Published: 2024-12-18
Latest Update: 2024-12-18
Description:
To improve estimation accuracy and stability in statistical modeling, catalytic prior distributions are employed, integrating observed data with synthetic data generated from a simpler model's predictive distribution. This approach enhances model robustness, stability, and flexibility in complex data scenarios. The catalytic prior distributions are introduced by 'Huang et al.' (2020, <doi:10.1073/pnas.1920913117>), Li and Huang (2023, <doi:10.48550/arXiv.2312.01411>).
How to cite:
Dongming Huang (2024). catalytic: Tools for Applying Catalytic Priors in Statistical Modeling. R package version 0.1.0, https://cran.r-project.org/web/packages/catalytic. Accessed 26 Apr. 2025.
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