Imprecise probability propagation Toolbox

Various methods for presentation, propagation, aggregation and plotting imprecise probability ...

Description

The IPP toolbox is a collection of methods for the handling of imprecise probabilities.

Contains:
- Methods for constructing Dempster-Shafer structures (DSS) by different sampling strategies
- Propagation methods using deterministic and Monte-Carlo sampling. Supports Optimization Toolbox routines for solving nonlinear interval optimization problems.
- Input dependencies using Gaussian Copulas
- Aggregation rules: Dempster's rule & weighted mixing
- Uncertainty measures
- Sensitivity analysis
- Plotting and size-reduction techniques

For documentation, type "help file".
For getting started: type "dsexample"

• MATLAB release: MATLAB 6.5.1 (R13SP1)
• Other requirements: Optimization toolbox is necessary for using 'dsopt' optimizer.

[Huang Jie]