LifeTwin Statistical Models
===========================

This table offers an overview of various health models included in LifeTwin with their specific caracteristics. Models are primarily distinguished result type, and the application of the Cox Survival Model. For instance, the 'Framingham' model, implemented using R, is based on regression. Similarly, the 'Prostate' model utilizes a binary tree approach. Notably, both of these models account for age as a factor.

+---------------+-----------------+------------+-----------+----------------+
| Model         | Age dependent   | Cox Model  | Language  | Model Type     |
+===============+=================+============+===========+================+
| Framingham    | Yes             | Yes        | R         | Regression     |
+---------------+-----------------+------------+-----------+----------------+
| LifeCRC       | Yes             | Yes        | Python    | Regression     |
+---------------+-----------------+------------+-----------+----------------+
| Gail          | Yes             | No         | Python    | Regression     |
+---------------+-----------------+------------+-----------+----------------+
| Score         | Yes             | Yes        | Python    | Regression     |
+---------------+-----------------+------------+-----------+----------------+
| Qrisk         | Yes             | Yes        | Python    | Regression     |
+---------------+-----------------+------------+-----------+----------------+
| CovidSurvival | No              | No         | Python    | CART           |
+---------------+-----------------+------------+-----------+----------------+
| PIM           | No              | No         | Python    | Regression     |
+---------------+-----------------+------------+-----------+----------------+
| Prostate      | Yes             | No         | Python    | CART           |
+---------------+-----------------+------------+-----------+----------------+
| CLivD         | Yes             | Yes        | Python    | Regression     |
+---------------+-----------------+------------+-----------+----------------+



Subpackages
-----------

.. toctree::
   :maxdepth: 4

   models.clivd
   models.clivd_points
   models.covid
   models.framingham
   models.framingham-gen
   models.gail
   models.lifecrc
   models.pim
   models.prostate
   models.qrisk
   models.score

Module contents
---------------

.. automodule:: biomodel.models
   :members:
   :undoc-members:
   :show-inheritance: