empirical_dist

Construct empirical distribution object.

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

empirical_dist function

<dl><dt>data</dt>
<dd>data to construct empirical distribution from. if matrix or
data frame, each row is a joint observation, if a vector, each
element is an observation. whatever data is, it must be
convertible to a tibble.</dd></dl>

Arguments

Construct empirical distribution object. — empirical_dist

<dl>

<dt>data</dt>
<dd>data to construct empirical distribution from. if matrix or
data frame, each row is a joint observation, if a vector, each
element is an observation. whatever data is, it must be
convertible to a tibble.</dd>

</dl>

empirical_dist: Construct empirical distribution object.

Description

Usage

Arguments