jti-package {jti}

jti: Junction Tree Inference

Description

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

Details

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

Author(s)

Maintainer: Mads Lindskou [e-mail]

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