This book provides examples of exposure-response analysis with Bayesian methods.

Install necessary packages

The examples utilizes BayesERtools package.

• Tutorial (BayesERbook): https://genentech.github.io/BayesERbook/
• Package documentation: https://genentech.github.io/BayesERtools/
• GitHub repo of the package: https://github.com/genentech/BayesERtools/

You can install the package as follows:

install.packages('BayesERtools')
# devtools::install_github("genentech/BayesERtools") # development version

Model types supported by BayesERtools

	Binary endpoint		Continuous endpoint
	Linear (logit)	Emax (logit)	Linear	Emax
backend	rstanarm	rstanemax	rstanarm	rstanemax
reference	🔗	🔗	🔗	🔗
develop model	✅	✅	✅	✅
simulate & plot ER	✅	✅	✅	✅
exposure metrics selection	✅	✅	✅	✅
covariate selection	✅	❌	✅	❌
covariate forest plot	✅	❌	🟡	❌
✅ Available, 🟡 In plan/under development, ❌ Not in a current plan

Note for developer

Run usethis::use_tidy_style(strict = FALSE) before committing to ensure that the code is formatted appropriately.