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bnlearn (version 0.5)

Bayesian network structure learning

Description

Bayesian network structure learning via constraint-based (also known as 'conditional independence') algorithms. This package implements the Grow-Shrink (GS) algorithm, the Incremental Association (IAMB) algorithm, the Interleaved-IAMB (Inter-IAMB) algorithm and the Fast-IAMB (Fast-IAMB) algorithm for both discrete and gaussian networks. Simulation and some score functions are implemented for discrete networks.

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Install

install.packages('bnlearn')

Monthly Downloads

10,393

Version

0.5

License

GPL (>= 2)

Maintainer

Last Published

December 8th, 2007

Functions in bnlearn (0.5)