register_tetrad_algorithm

Registers a new Tetrad algorithm by adding it to the internal registry. The <code>setup_fun()</code> should be a function that
takes the same arguments as the runner function for the algorithm and sets up the Tetrad search object accordingly.
This allows you to extend the set of Tetrad algorithms that can be used with causalDisco.

Tools for causal structure learning from observational data, with emphasis on temporally ordered variables.
The package implements the Temporal Peter–Clark (TPC) algorithm (Petersen, Osler & Ekstrøm, 2021;
<doi:10.1093/aje/kwab087>), the Temporal Greedy Equivalence Search (TGES) algorithm (Larsen, Ekstrøm & Petersen,
2025; <doi:10.48550/arXiv.2502.06232>) and Temporal Fast Causal Inference (TFCI).
It provides a unified framework for specifying background knowledge,
which can be incorporated into the implemented algorithms from the R packages 'bnlearn' (Scutari, 2010;
<doi:10.18637/jss.v035.i03>) and
'pcalg' (Kalish et al., 2012; <doi:10.18637/jss.v047.i11>), as well as the Java library 'Tetrad'
(Scheines et al., 1998; <doi:10.1207/s15327906mbr3301_3>).
The package further includes utilities for visualization, comparison, and evaluation of graph structures,
facilitating performance evaluation and methodological studies.

Bjarke Hautop Kristensen

causalDisco

Tools for Causal Discovery on Observational Data

Frederik Fabricius-Bjerre

Anne Helby Petersen

Claus Thorn Ekstrøm

Tobias Ellegaard Larsen

register_tetrad_algorithm function

<dl><dt>name</dt>
<dd>Algorithm name (string)</dd>
<dt>setup_fun</dt>
<dd>A function that sets up the Tetrad search object for the
algorithm. It should take the same arguments as the runner function for the algorithm.</dd></dl>

Arguments

Register a New Tetrad Algorithm — register_tetrad_algorithm

<dl>

<dt>name</dt>
<dd>Algorithm name (string)</dd>


<dt>setup_fun</dt>
<dd>A function that sets up the Tetrad search object for the
algorithm. It should take the same arguments as the runner function for the algorithm.</dd>

</dl>

register_tetrad_algorithm: Register a New Tetrad Algorithm

Description

Usage

Arguments

See Also