B_sets_make_unique

Compress a given collection of B-sets

Creates, fits and samples Pair-Copula Bayesian networks (PCBN)
under some restrictions on the underlying Directed Acyclic Graph (DAG),
that is, no active cycles nor interfering v-structures, following
Derumigny, Horsman and Kurowicka (2025) <doi:10.48550/arXiv.2510.03518>.

Alexis Derumigny

PCBN

Inference of Pair-Copula Bayesian Networks

Niels Horsman

Dorota Kurowicka

B_sets_make_unique function

<dl><dt>B_sets</dt>
<dd>a boolean matrix with <code>(2 + length(children))</code>
columns and <code>length(parents)</code> rows.
They are assumed to be sorted in increasing order of row sums,
i.e. by increasing order of set cardinality.
Typically, this will be the output of <code>find_B_sets_v</code>
for some node <code>v</code>.</dd></dl>

Arguments

Compress a given collection of B-sets — B_sets_make_unique

<dl>

<dt>B_sets</dt>
<dd>a boolean matrix with <code>(2 + length(children))</code>
columns and <code>length(parents)</code> rows.
They are assumed to be sorted in increasing order of row sums,
i.e. by increasing order of set cardinality.
Typically, this will be the output of <code>find_B_sets_v</code>
for some node <code>v</code>.</dd>

</dl>

B_sets_make_unique: Compress a given collection of B-sets

Description

Usage

Value

Arguments

Examples