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phsl

swMATH ID: 43007
Software Authors: Jireh Huang
Description: phsl: Partitioned Hybrid Structure Learning. This package implements the Bayesian network structure learning algorithms developed in Huang and Zhou (2022), interfacing with the R package bnlearn. In particular, this package features the partitioned PC (pPC), p-value adjacency thresholding (PATH), and hybrid greedy initialization (HGI) algorithms, which culminate in the partitioned hybrid greedy search (pHGS) algorithm.
Homepage: https://link.springer.com/article/10.1007/s10994-022-06145-4
Related Software: TETRAD; CUDA; cuPC; rcausal; GitHub; sparsebn; bnlearn; R
Referenced in: 1 Publication

Referenced by 2 Authors

1 Huang, Jireh
1 Zhou, Qing

Referenced in 1 Serial

1 Machine Learning

Referenced in 1 Field

1 Computer science (68-XX)

Referencing Publications by Year