Panel Data Model Estimation
---------------------------
The :ref:`panel-introduction` provides a brief overview of the available panel
model estimators. :ref:`panel-module-reference-models` contains a complete
reference to available estimation methods.
:ref:`panel-module-reference-results` describes the results classes returned
after estimating a model as well as model specification tests. The covariance
estimators are presented in :ref:`panel-module-reference-covariance`.
`Basic Examples`_ shows basic usage of the models using examples from
Wooldridge's text books. `Using Formulas`_ shows how models can be specified
using R-like formulas using `formulaic `_. `Data Formats`_ described the
alternative formats that can be used when specifying models.
:ref:`panel-mathematical-notation` contains a concise explanation of the formulas
used in estimating parameters, estimating covariances and conducting
hypothesis tests.
:ref:`panel-implementation-choices` describes some differences between the
estimators in this package and other packages commonly used to estimate panel
data models. Finally, :ref:`panel-pandas-differences` describes important differences
to the now deprecated `PanelOLS` that was in the `pandas.stats.plm` modules
until release 0.20.
.. toctree::
:maxdepth: 1
:glob:
introduction
examples/data-formats.ipynb
examples/examples.ipynb
examples/using-formulas.ipynb
pandas
reference
mathematical-formula
faq
.. _Basic Examples: examples/examples.ipynb
.. _Using Formulas: examples/using-formulas.ipynb
.. _Data Formats: examples/data-formats.ipynb