conditional

Generic method for obtaining the conditional distribution of a distribution
object <code>x</code> given condition <code>P</code>.

Provides an algebra over probability distributions enabling
composition, sampling, and automatic simplification to closed forms.
Supports normal, exponential, multivariate normal, and empirical
distributions with operations like addition and subtraction that
automatically simplify when mathematical identities apply (e.g., the
sum of independent normal distributions is normal). Uses S3 classes for
distributions and R6 for support objects.

Alexander Towell

algebraic.dist

Algebra over Probability Distributions

conditional function

<dl><dt>x</dt>
<dd>The empirical distribution object.</dd>
<dt>P</dt>
<dd>The predicate function to condition <code>x</code> on</dd>
<dt>...</dt>
<dd>additional arguments to pass into <code>P</code></dd></dl>

Arguments

Generic method for obtaining the conditional distribution of a distribution
object x given condition P. — conditional

<dl>

<dt>x</dt>
<dd>The empirical distribution object.</dd>


<dt>P</dt>
<dd>The predicate function to condition <code>x</code> on</dd>


<dt>...</dt>
<dd>additional arguments to pass into <code>P</code></dd>

</dl>

conditional: Generic method for obtaining the conditional distribution of a distribution object `x` given condition `P`.

Description

Usage

Arguments