bmabasket - Bayesian Model Averaging for Basket Trials
An implementation of the Bayesian model averaging method of Psioda and others (2019) <doi:10.1093/biostatistics/kxz014> for basket trials. Contains a user-friendly wrapper for simulating basket trials under conditions and analyzing them with a Bayesian model averaging approach.
Last updated 2 years ago
openblascppopenmp
3.18 score 1 stars 1 dependents 1 scripts 265 downloadsbayescopulareg - Bayesian Copula Regression
Tools for Bayesian copula generalized linear models (GLMs). The sampling scheme is based on Pitt, Chan, and Kohn (2006) <doi:10.1093/biomet/93.3.537>. Regression parameters (including coefficients and dispersion parameters) are estimated via the adaptive random walk Metropolis approach developed by Haario, Saksman, and Tamminen (1999) <doi:10.1007/s001800050022>. The prior for the correlation matrix is based on Hoff (2007) <doi:10.1214/07-AOAS107>.
Last updated 4 years ago
openblascppopenmp
2.70 score 262 downloadssurbayes - Bayesian Analysis of Seemingly Unrelated Regression Models
Implementation of the direct Monte Carlo approach of Zellner and Ando (2010) <doi:10.1016/j.jeconom.2010.04.005> to sample from posterior of Seemingly Unrelated Regression (SUR) models. In addition, a Gibbs sampler is implemented that allows the user to analyze SUR models using the power prior.
Last updated 5 years ago
openblascppopenmp
2.70 score 1 scripts 151 downloads