ramsmod

A library for analysing reliability data that was developed to support the RAMS modelling course at Örebro University.

E.g.

from ramsmod.datasets import load_right_censored
from ramsmod.fitting import kaplan_meier_fit

data = load_right_censored()
km_table = kaplan_meier_fit(data['t'], data['d'])
print(km_table)

Features

• Visualising right-censored and interval-censored failure data.
• Fitting reliability curve to right-censored and interval-censored failure data using the Kaplan-Meier and Turnbull methods.
• Comparison of reliability between two groups of failure data using log-rank (right-censored data) and Mantel (interval-censored data) tests.

Installation

Install ramsmod by running:

pip install ramsmod

Bugs & Support

If you have any questions please send an email to: [email protected]

If you think you have found a bug, please create an issue on GitHub or send an email.

License

The project is licensed under the MIT license - see LICENSE.rst