Python package npcompare

Nonparametric methods for density estimation and comparison (proposed by Marco Inacio. 2017. Comparing two populations using Bayesian Fourier series density estimation. University of São Paulo and UFSCar. Masters Thesis).

The package is still in beta version, it requires more testing, and also names and functions are not stable yet.

Installation Instructions

Just run:

pip3 install npcompare

Or download the tar file in https://pypi.python.org/pypi/npcompare, untar and run:

python3 setup.py install

Quick code examples

• Example for class Compare
• Example for class EstimateBFS
• Example for comparing densities obtained from EstimateBFS
• Example for class EstimateLindleyBFS

Full package documentation

• npcompare package documentation

Github repository

• https://github.com/randommm/npcompare

License

Copyright 2017 Marco Inacio

The program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, version 3 of the License.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.