By Norman Fenton
Although many Bayesian community (BN) purposes at the moment are in daily use, BNs haven't but accomplished mainstream penetration. targeting sensible real-world challenge fixing and version construction, in preference to algorithms and concept, Risk Assessment and choice research with Bayesian Networks explains find out how to include wisdom with info to boost and use (Bayesian) causal versions of danger that supply strong insights and higher choice making.
- Provides all instruments essential to construct and run reasonable Bayesian community models
- Supplies large instance types according to genuine danger overview difficulties in a variety of software domain names supplied; for instance, finance, security, platforms reliability, legislations, and more
- Introduces all invaluable arithmetic, likelihood, and records as needed
The booklet first establishes the fundamentals of likelihood, possibility, and development and utilizing BN versions, then is going into the designated purposes. The underlying BN algorithms look in appendices instead of the most textual content on account that there isn't any have to comprehend them to construct and use BN versions. holding the physique of the textual content freed from intimidating arithmetic, the booklet offers pragmatic recommendation approximately version development to make sure versions are equipped efficiently.
A devoted site, www.BayesianRisk.com, comprises executable types of the entire versions defined, workouts and labored recommendations for all chapters, PowerPoint slides, quite a few different assets, and a loose downloadable reproduction of the AgenaRisk software.