dreach

First argument of D-SEP, given as the column number of the
    node in the adjacency matrix.

Second argument of D-SEP, given as the column number of the
 node in the adjacency matrix (<code>y</code> must be different from <code>x</code>).

Adjacency matrix of type <a rd-options="" href="/link/amat.pag?package=pcalg&version=2.4-3" data-mini-rdoc="pcalg::amat.pag">amat.pag</a>.

amat

Logical specifying details should be on output

verbose

Let x and y be two distinct vertices in a mixed graph G. This
 function computes D-SEP(x,y,G), which is defined as follows: A node v is in D-SEP(x,y,G) iff v is not equal to x and there is a collider
 path between x and v in G such that every vertex on this path is an
 ancestor of x or y in G. See p.136 of Sprirtes et al (2000) or Definition 4.1 of Maathuis and
 Colombo (2015).

Functions for causal structure
learning and causal inference using graphical models. The main algorithms
for causal structure learning are PC (for observational data without hidden
variables), FCI and RFCI (for observational data with hidden variables),
and GIES (for a mix of data from observational studies
(i.e. observational data) and data from experiments
involving interventions (i.e. interventional data) without hidden
variables). For causal inference the IDA algorithm, the Generalized
Backdoor Criterion (GBC) and the Generalized Adjustment Criterion (GAC)
are implemented.

Markus Kalisch

pcalg

Methods for Graphical Models and Causal Inference

dreach function

Adjacency matrix of type <a rd-options='' href='amat.pag'>amat.pag</a>.


  Let x and y be two distinct vertices in a mixed graph G.  This
  function computes D-SEP(x,y,G), which is defined as follows:

  A node v is in D-SEP(x,y,G) iff v is not equal to x and there is a collider
  path between x and v in G such that every vertex on this path is an
  ancestor of x or y in G.

  See p.136 of Sprirtes et al (2000) or Definition 4.1 of Maathuis and
  Colombo (2015). 


dreach: Compute D-SEP(x,y,G)

Description

Usage

Arguments

Value

References

See Also