impstats

impstats is a Python package for the creation, manipulation, and study of interval data and imprecise probability distributions.

• Website (including documentation): None
• Mailing list: None
• Source: https://github.com/jazon33y/impstats
• Bug reports: https://github.com/jazon33y/impstats/issues

Using

Tested with:

numpy==1.16.2

scipy==1.2.1

Simple example

>>> from impstats.dists import normal
>>> from impstats.interval import *
>>>
>>> normal_pbox = normal(5, 1)
>>> print(normal_pbox)
Pbox: ~ normal(range=[(1.9098, 8.0902), mean=5.0, var=1.0)
>>>
>>> big_int = I(1, 50)
>>> print(big_int)
Interval(1, 50)
>>> normal_pbox + big_int
Pbox: ~ (range=[(2.9098, 58.0902), mean=[6.0, 55.0], var=[0.0, 641.1335])

Bugs

Please report any bugs that you find here. Or, even better, fork the repository on GitHub and create a pull request (PR). We welcome all changes, big or small, and we will help you make the PR if you are new to git.