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]
All associated links for this package
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 22 Dec. 2024.
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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