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.. module:: statsmodels.multivariate
:synopsis: Models for multivariate data
.. currentmodule:: statsmodels.multivariate
.. _multivariate:
Multivariate Statistics :mod:`multivariate`
===========================================
This section includes methods and algorithms from multivariate statistics.
Principal Component Analysis
----------------------------
.. module:: statsmodels.multivariate.pca
:synopsis: Principal Component Analaysis
.. currentmodule:: statsmodels.multivariate.pca
.. autosummary::
:toctree: generated/
PCA
pca
Factor Analysis
---------------
.. currentmodule:: statsmodels.multivariate.factor
.. autosummary::
:toctree: generated/
Factor
FactorResults
Factor Rotation
---------------
.. currentmodule:: statsmodels.multivariate.factor_rotation
.. autosummary::
:toctree: generated/
rotate_factors
target_rotation
procrustes
promax
Canonical Correlation
---------------------
.. currentmodule:: statsmodels.multivariate.cancorr
.. autosummary::
:toctree: generated/
CanCorr
MANOVA
------
.. currentmodule:: statsmodels.multivariate.manova
.. autosummary::
:toctree: generated/
MANOVA
MultivariateOLS
---------------
`_MultivariateOLS` is a model class with limited features. Currently it
supports multivariate hypothesis tests and is used as backend for MANOVA.
.. currentmodule:: statsmodels.multivariate.multivariate_ols
.. autosummary::
:toctree: generated/
_MultivariateOLS
_MultivariateOLSResults
MultivariateTestResults
|
