.. index:: single: multivariate_distributions(Random)
.. _multivariate_distributions/1:

.. rst-class:: right

**object**

``multivariate_distributions(Random)``
======================================

* ``Random`` - An object implementing the ``sampling_protocol`` protocol.


Multivariate probability distributions using an injected random source.

| **Availability:** 
|    ``logtalk_load(multivariate_distributions(loader))``

| **Author:** Paulo Moura
| **Version:** 1:0:0
| **Date:** 2026-08-12

| **Compilation flags:**
|    ``static, context_switching_calls``


| **Implements:**
|    ``public`` :ref:`multivariate_distributions_protocol <multivariate_distributions_protocol/0>`
| **Uses:**
|    :ref:`integer <integer/0>`
|    :ref:`linear_algebra <linear_algebra/0>`
|    :ref:`list <list/0>`
|    :ref:`numberlist <numberlist/0>`
|    :ref:`type <type/0>`

| **Remarks:**
|    (none)

| **Inherited public predicates:**
|     :ref:`multivariate_distributions_protocol/0::dirichlet/2`  :ref:`multivariate_distributions_protocol/0::dirichlet_density/3`  :ref:`multivariate_distributions_protocol/0::dirichlet_log_density/3`  :ref:`multivariate_distributions_protocol/0::dirichlet_samples/3`  :ref:`multivariate_distributions_protocol/0::logistic_normal/3`  :ref:`multivariate_distributions_protocol/0::logistic_normal/4`  :ref:`multivariate_distributions_protocol/0::logistic_normal_samples/4`  :ref:`multivariate_distributions_protocol/0::logistic_normal_samples/5`  :ref:`multivariate_distributions_protocol/0::mahalanobis_distance/4`  :ref:`multivariate_distributions_protocol/0::mahalanobis_distance/5`  :ref:`multivariate_distributions_protocol/0::multinomial/3`  :ref:`multivariate_distributions_protocol/0::multinomial_density/4`  :ref:`multivariate_distributions_protocol/0::multinomial_log_density/4`  :ref:`multivariate_distributions_protocol/0::multinomial_quantile/4`  :ref:`multivariate_distributions_protocol/0::multinomial_samples/4`  :ref:`multivariate_distributions_protocol/0::multivariate_normal/3`  :ref:`multivariate_distributions_protocol/0::multivariate_normal/4`  :ref:`multivariate_distributions_protocol/0::multivariate_normal_density/4`  :ref:`multivariate_distributions_protocol/0::multivariate_normal_density/5`  :ref:`multivariate_distributions_protocol/0::multivariate_normal_log_density/4`  :ref:`multivariate_distributions_protocol/0::multivariate_normal_log_density/5`  :ref:`multivariate_distributions_protocol/0::multivariate_normal_samples/4`  :ref:`multivariate_distributions_protocol/0::multivariate_normal_samples/5`  :ref:`multivariate_distributions_protocol/0::multivariate_t/4`  :ref:`multivariate_distributions_protocol/0::multivariate_t/5`  :ref:`multivariate_distributions_protocol/0::multivariate_t_density/5`  :ref:`multivariate_distributions_protocol/0::multivariate_t_density/6`  :ref:`multivariate_distributions_protocol/0::multivariate_t_log_density/5`  :ref:`multivariate_distributions_protocol/0::multivariate_t_log_density/6`  :ref:`multivariate_distributions_protocol/0::multivariate_t_samples/5`  :ref:`multivariate_distributions_protocol/0::multivariate_t_samples/6`  :ref:`multivariate_distributions_protocol/0::squared_mahalanobis_distance/4`  :ref:`multivariate_distributions_protocol/0::squared_mahalanobis_distance/5`  

.. contents::
   :local:
   :backlinks: top

Public predicates
-----------------

(no local declarations; see entity ancestors if any)

Protected predicates
--------------------

(no local declarations; see entity ancestors if any)

Private predicates
------------------

(no local declarations; see entity ancestors if any)

Operators
---------

(none)

.. seealso::

   :ref:`multivariate_distributions_protocol <multivariate_distributions_protocol/0>`, :ref:`linear_algebra <linear_algebra/0>`, :ref:`random(Algorithm) <random/1>`, :ref:`fast_random(Algorithm) <fast_random/1>`, :ref:`backend_random <backend_random/0>`