This article proposes new Bayesian models for software reliability based on a piecewise constant failure rate. A martingale process prior is assumed on the failure rate. Three different hyperprior ...

Bayesian methods for the Jelinski and Moranda and the Littlewood and Verrall models in software reliability are studied. A Gibbs sampling approach is employed to compute the Bayes estimates. In ...

Software maker Roaring Penguin Tuesday released an upgrade to its CanIt anti-spam program that includes Bayesian filters to help the software recognize spam and block it before it reaches end users’ ...

We suspect that you had more than enough mathematics in the form of Bayes Theorem last week so this week we’ll explain how it’s used in what is called Bayesian filtering to remove spam (note that the ...

The guidance also indicated that the preferred approach to measure AUC is through Bayesian software programs. Bayesian forecasting as applied to drug dosing is a subset of model-informed precision ...

Mike Lee receives relevant research funding from the Australian Research Council, the Australia-Pacific Science Foundation, and Flinders University. Benedict King receives funding from the Australian ...