Prob-tools

Useful tools and explorations of parameter inference, probability distributions, MCMC, hierarchical models, etc.

Content

• [notebooks/Shrinkage and hierarchical inference with selection effects.ipynb](notebooks/Shrinkage and hierarchical inference with selection effects.ipynb): A simple toy example to illustrate hierarchical models with selection effects. Uses Hamiltonian Monte Carlo too.

Author

Boris Leistedt (NYU)

License

Copyright 2017 the authors. The code in this repository is released under the open-source MIT License. See the file LICENSE for more details.