Other packages > Find by keyword >

powerprior  

Conjugate Power Priors for Bayesian Analysis of Normal Data
View on CRAN: Click here


Download and install powerprior package within the R console
Install from CRAN:
install.packages("powerprior")

Install from Github:
library("remotes")
install_github("cran/powerprior")

Install by package version:
library("remotes")
install_version("powerprior", "1.0.0")



Attach the package and use:
library("powerprior")
Maintained by
Yusuke Yamaguchi
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-11-11
Latest Update: 2025-11-11
Description:
Implements conjugate power priors for efficient Bayesian analysis of normal data. Power priors allow principled incorporation of historical information while controlling the degree of borrowing through a discounting parameter (Ibrahim and Chen (2000) <doi:10.1214/ss/1009212519>). This package provides closed-form conjugate representations for both univariate and multivariate normal data using Normal-Inverse-Chi-squared and Normal-Inverse-Wishart distributions, eliminating the need for MCMC sampling. The conjugate framework builds upon standard Bayesian methods described in Gelman et al. (2013, ISBN:978-1439840955).
How to cite:
Yusuke Yamaguchi (2025). powerprior: Conjugate Power Priors for Bayesian Analysis of Normal Data. R package version 1.0.0, https://cran.r-project.org/web/packages/powerprior. Accessed 02 Sep. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited powerprior R package
View powerprior citation profile
Other R packages that powerprior depends, imports, suggests or enhances
Complete documentation for powerprior
Functions, R codes and Examples using the powerprior R package
Full powerprior package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

VIM  
Visualization and Imputation of Missing Values
New tools for the visualization of missing and/or imputed values are introduced, which can be used f ...
Download / Learn more Package Citations See dependency  
ggsci  
Scientific Journal and Sci-Fi Themed Color Palettes for 'ggplot2'
A collection of 'ggplot2' color palettes inspired by plots in scientific journals, data visualizati ...
Download / Learn more Package Citations See dependency  
recmap  
Compute the Rectangular Statistical Cartogram
Implements the RecMap MP2 construction heuristic . This algorithm draw ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
multicmp  
Flexible Modeling of Multivariate Count Data via the Multivariate Conway-Maxwell-Poisson Distribution
A toolkit containing statistical analysis models motivated by multivariate forms of the Conway-Maxwe ...
Download / Learn more Package Citations See dependency  

28,437

R Packages

239,283

Dependencies

75,283

Author Associations

28,438

Publication Badges

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