.. _probabilistic_modeling:

Probabilistic modeling
======================

The current section is dedicated to probabilistic methods and concepts.

.. toctree::
    :maxdepth: 1

    parametric_models
    copulas
    random_mixture

Stochastic process
------------------

.. toctree::

    process_definitions

Transformation of fields
~~~~~~~~~~~~~~~~~~~~~~~~

.. toctree::

    trend_transform
    boxcox_transformation


ARMA stochastic process
~~~~~~~~~~~~~~~~~~~~~~~

.. toctree::

    arma_process
    arma_estimation

Normal processes
~~~~~~~~~~~~~~~~

.. toctree::

    covariance_model
    stationary_covariance_model
    estimate_stationary_covariance_model
    estimate_non_stationary_covariance_model
    estimate_spectral_density_function
    parametric_spectral_model

Process transformation
~~~~~~~~~~~~~~~~~~~~~~

.. toctree::

    field_function
    process_transformation

Stationarity tests
~~~~~~~~~~~~~~~~~~

.. toctree::

    dickey_fuller