software

2026

PMC

Product Monte Carlo estimates expectations under a product of densities. It enables parallel computation in large-scale and federated-learning settings by combining independent samples from component distributions.

BSET

Bayesian Surrogate Evaluation Test is an R package for assessing the validity of surrogate markers in clinical trials. It uses Bayesian hypothesis tests to evaluate whether a surrogate reliably captures a treatment's causal effect on the primary outcome.