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In html, interactivity is not straightforward. For simplicity remove all interactive features in the documentation.
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Models | ||
--------- | ||
.. _methods: | ||
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====================== | ||
Methods | ||
====================== | ||
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.. toctree:: | ||
:maxdepth: 3 | ||
:hidden: | ||
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model_pca | ||
model_rpca | ||
model_cpca | ||
Core Models | ||
----------------- | ||
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The supported models in ``xeofs`` currently include: | ||
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.. grid:: 2 | ||
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.. grid-item-card:: EOF Analysis | ||
:link: model_pca | ||
:link-type: doc | ||
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Unveils dominant patterns of variabililty in your data. | ||
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.. grid-item-card:: Maximum Covariance Analysis (MCA) | ||
:link: model_mca | ||
:link-type: doc | ||
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Uncovers co-varying patterns between two sets of data. | ||
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Enhanced Interpretability | ||
--------------------------- | ||
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.. grid:: 2 | ||
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.. grid-item-card:: Varimax Rotation | ||
:link: model_rpca | ||
:link-type: doc | ||
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Breaks orthogonal constrain for easier interpretation. | ||
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.. grid-item-card:: Promax Rotation | ||
:link: model_rpca | ||
:link-type: doc | ||
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Allow oblique rotation to identify correlated patterns. | ||
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Advanced Techniques | ||
-------------------- | ||
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.. grid:: 2 | ||
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.. grid-item-card:: Complex/Hilbert Extensions | ||
:link: model_cpca | ||
:link-type: doc | ||
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Identify oscillatory patterns in your data. | ||
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Model Validation | ||
-------------------- | ||
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.. grid:: 2 | ||
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.. grid-item-card:: Bootstrapper | ||
:link: bootstrapper | ||
:link-type: doc | ||
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Bootstrap your model to assess its robustness. | ||
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