Software
- R package: pcalg
Estimation of CPDAG/PAG and causal inference using the IDA algorithm
Standard and robust estimation of the equivalence class of a Directed
Acyclic Graph (DAG) via the PC-Algorithm. The equivalence class is
represented by its (unique) Completete Partially Directed Acyclic Graph
(CPDAG). Furthermore, a PAG instead of a CPDAG can be estimated if
latent variables and/or selection variables are assumed to be
present. Functions for causal inference using the IDA algorithm (based
on do-calculus of Judea Pearl) are provided for CPDAGs.
Package
on CRAN
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