rstanemax - Emax Model Analysis with 'Stan'
Perform sigmoidal Emax model fit using 'Stan' in a formula notation, without writing 'Stan' model code.
Last updated 4 days ago
cpp
5.87 score 5 stars 21 scripts 506 downloads
BayesERtools - Bayesian Exposure-Response Analysis Tools
Suite of tools that facilitate exposure-response analysis using Bayesian methods. The package provides a streamlined workflow for fitting types of models that are commonly used in exposure-response analysis - linear and Emax for continuous endpoints, logistic linear and logistic Emax for binary endpoints, as well as performing simulation and visualization. Learn more about the workflow at <https://genentech.github.io/BayesERbook/>.
Last updated 1 hours ago
4.48 score 1 stars 20 scripts 292 downloadssurvParamSim - Parametric Survival Simulation with Parameter Uncertainty
Perform survival simulation with parametric survival model generated from 'survreg' function in 'survival' package. In each simulation coefficients are resampled from variance-covariance matrix of parameter estimates to capture uncertainty in model parameters. Prediction intervals of Kaplan-Meier estimates and hazard ratio of treatment effect can be further calculated using simulated survival data.
Last updated 2 years ago
4.18 score 3 stars 4 scripts 250 downloads