Other packages > Find by keyword >

hdbayes  

Bayesian Analysis of Generalized Linear Models with Historical Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("hdbayes", "0.1.1")



Attach the package and use:
library("hdbayes")
Maintained by
Ethan M. Alt
[Scholar Profile | Author Map]
First Published: 2024-04-08
Latest Update: 2024-04-08
Description:
User-friendly functions for leveraging (multiple) historical data set(s) for generalized linear models. Contains functions for sampling from the posterior distribution of a generalized linear model using the prior induced by the Bayesian hierarchical model, power prior by Ibrahim and Chen (2000) , normalized power prior by Duan et al. (2006) , normalized asymptotic power prior by Ibrahim et al. (2015) , commensurate prior by Hobbs et al. (2011) , robust meta-analytic-predictive prior by Schmidli et al. (2014) , and the latent exchangeability prior (LEAP) by Alt et al. (2023) . The package compiles all the 'CmdStan' models once during installation using the 'instantiate' package.
How to cite:
Ethan M. Alt (2024). hdbayes: Bayesian Analysis of Generalized Linear Models with Historical Data. R package version 0.1.1, https://cran.r-project.org/web/packages/hdbayes. Accessed 08 Apr. 2025.
Previous versions and publish date:
0.0.3 (2024-04-08 16:50)
Other packages that cited hdbayes R package
View hdbayes citation profile
Other R packages that hdbayes depends, imports, suggests or enhances
Complete documentation for hdbayes
Functions, R codes and Examples using the hdbayes R package
Full hdbayes package functions and examples
Downloads during the last 30 days
03/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/06Downloads for hdbayes12345678910TrendBars

Today's Hot Picks in Authors and Packages

dave  
Functions for "Data Analysis in Vegetation Ecology"
A collection of functions accompanying the book "Data Analysis in Vegetation Ecology". 3rd ed. CABI, ...
Download / Learn more Package Citations See dependency  
icr  
Compute Krippendorff's Alpha
Provides functions to compute and plot Krippendorff's inter-coder reliability coefficient alpha and ...
Download / Learn more Package Citations See dependency  
seasonalclumped  
Toolbox for Clumped Isotope Seasonality Reconstructions
Compiles a set of functions and dummy data that simplify reconstructions of seasonal temperature va ...
Download / Learn more Package Citations See dependency  
ssc  
Semi-Supervised Classification Methods
Provides a collection of self-labeled techniques for semi-supervised classification. In semi-superv ...
Download / Learn more Package Citations See dependency  
sybil  
Efficient Constrained Based Modelling
This Systems Biology Package Gelius-Dietrich et. al. 2012 doi10.11861752-0509-7-125 implements algor ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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