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.
Use pip to install the package
pip install mrtoolFor more information please check the documentation.