expectation.univariate_dist

Assumes the support is a contiguous interval that has operations
for retrieving the lower and upper bounds.

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

expectation.univariate_dist function

<dl><dt>x</dt>
<dd>The distribution object.</dd>
<dt>g</dt>
<dd>The function to take the expectation of.</dd>
<dt>...</dt>
<dd>Additional arguments to pass into <code>g</code>.</dd>
<dt>control</dt>
<dd>An (optional) list of control parameters for <code>integrate</code> or
<code>expectation_data</code> (if <code>x</code> is not continuous)</dd></dl>

Arguments

Method for obtaining the expectation of f with respect to a
univariate_dist object x. — expectation.univariate_dist

<dl>

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


<dt>g</dt>
<dd>The function to take the expectation of.</dd>


<dt>...</dt>
<dd>Additional arguments to pass into <code>g</code>.</dd>


<dt>control</dt>
<dd>An (optional) list of control parameters for <code>integrate</code> or
<code>expectation_data</code> (if <code>x</code> is not continuous)</dd>

</dl>

expectation.univariate_dist: Method for obtaining the expectation of `f` with respect to a `univariate_dist` object `x`.

Description

Usage

Arguments