jti (version 1.0.0)

jti-package: jti: Junction Tree Inference

Description

Minimal and memory efficient implementation of the junction tree algorithm using the Lauritzen-Spiegelhalter scheme.

Author

Maintainer: Mads Lindskou

Details

The main functions are cpt_list, compile,jt and query_belief which together is sufficient to make inference using the junction tree algorithm.

References

Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems by S. L. Lauritzen and D. J. Spiegelhalter (1988). Journal of the Royal Statistical Society: Series B (Methodological) volume 50, issue 2.

See Also

Useful links:

• https://github.com/mlindsk/jti