Metadata-Version: 2.1
Name: mrtool
Version: 0.1.2
Summary: "Featured nonlinear mixed effects model"
Home-page: https://github.com/ihmeuw-msca/mrtool
Author: IHME Math Sciences
Author-email: ihme.math.sciences@gmail.com
License: BSD 2-Clause License
Description-Content-Type: text/x-rst
License-File: LICENSE
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: scipy
Requires-Dist: xspline
Requires-Dist: xarray
Requires-Dist: limetr (==0.0.6)
Provides-Extra: dev
Requires-Dist: pytest ; extra == 'dev'
Requires-Dist: pytest-mock ; extra == 'dev'
Provides-Extra: doc
Requires-Dist: sphinx ; extra == 'doc'
Requires-Dist: sphinx-autodoc-typehints ; extra == 'doc'
Requires-Dist: furo ; extra == 'doc'

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    :target: https://mrtool.readthedocs.io/en/latest/
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MRTool
======


**MRTool** (Meta-Regression Tool) package is designed to solve general meta-regression problem.
The most interesting features include,

* linear and log prediction function,
* spline extension for covariates,
* direct Gaussian, Uniform and Laplace prior on fixed and random effects,
* shape constraints (monotonicity and convexity) for spline.

Advanced features include,

* spline knots ensemble,
* automatic covariate selection.


Installation
------------

Use pip to install the package

.. code-block:: shell

   pip install mrtool


For more information please check the `documentation <https://mrtool.readthedocs.io/en/latest>`_.
