https://github.com/ihmeuw-msca/mrtool
Featured Nonlinear Mixed effects Models
https://github.com/ihmeuw-msca/mrtool
meta-regression mixed-effects nonlinear-optimization
Last synced: 5 months ago
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Featured Nonlinear Mixed effects Models
- Host: GitHub
- URL: https://github.com/ihmeuw-msca/mrtool
- Owner: ihmeuw-msca
- License: bsd-2-clause
- Created: 2020-02-11T18:21:19.000Z (over 6 years ago)
- Default Branch: main
- Last Pushed: 2025-03-28T22:20:31.000Z (about 1 year ago)
- Last Synced: 2025-09-16T09:21:45.415Z (9 months ago)
- Topics: meta-regression, mixed-effects, nonlinear-optimization
- Language: Python
- Homepage: https://mrtool.readthedocs.io/en/latest
- Size: 373 KB
- Stars: 3
- Watchers: 1
- Forks: 7
- Open Issues: 6
-
Metadata Files:
- Readme: README.rst
- Changelog: CHANGES.md
- License: LICENSE
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README
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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 `_.