bayesian_analysis

Bayesian Analysis (EM Upcoding Example)

Requirements

• python 3.5+
• Postgres 9.5+

Setup

We recommend using a pyenv environment

pyenv virtualenv 3.5.3 clover-pycon
pyenv local clover-pycon

Then run the following to install your packages:

pip install -r requirements.txt

Running tests

To run the unit tests normally:

pytest test_suite/

Notebook

Create a fixed development database:

createdb VincentLa

To start the notebook:

jupyter notebook

Open and run data/generate_data.ipynb

Open and run em_upcoming/EM Upcoding.ipynb