kpcalg (version 1.0.1)

Kernel PC Algorithm for Causal Structure Detection

Description

Kernel PC (kPC) algorithm for causal structure learning and causal inference using graphical models. kPC is a version of PC algorithm that uses kernel based independence criteria in order to be able to deal with non-linear relationships and non-Gaussian noise.

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Install

install.packages('kpcalg')

Monthly Downloads

344

Version

1.0.1

License

GPL (>= 2)

Maintainer

Last Published

January 22nd, 2017

Functions in kpcalg (1.0.1)