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catalytic  

Tools for Applying Catalytic Priors in Statistical Modeling
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]
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.
Previous versions and publish date:
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View catalytic citation profile
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Complete documentation for catalytic
Functions, R codes and Examples using the catalytic R package
Full catalytic package functions and examples
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