Other packages > Find by keyword >

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]
All associated links for this package
First Published: 2024-12-18
Latest Update: 0466-00-00
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 06 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited catalytic R package
View catalytic citation profile
Other R packages that catalytic depends, imports, suggests or enhances
Complete documentation for catalytic
Functions, R codes and Examples using the catalytic R package
Full catalytic package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

lsmeans  
Least-Squares Means
Obtain least-squares means for linear, generalized linear, and mixed models. Compute contrasts or l ...
Download / Learn more Package Citations See dependency  
TMDb  
Access to TMDb API
Provides an R-interface to the TMDb API (see TMDb API on < ...
Download / Learn more Package Citations See dependency  
RRedshiftSQL  
R Interface to the 'Redshift' Database
Superclasses 'PostgreSQL' connection to help enable full 'dplyr' functionality on 'Redshift'. ...
Download / Learn more Package Citations See dependency  
SAMBA  
Selection and Misclassification Bias Adjustment for Logistic Regression Models
Health research using data from electronic health records (EHR) has gained popularity, but miscla ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA