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lifelines is a complete survival analysis library, written in pure Python. It handles right, left and interval censored data, and contains the most popular parametric, semi-parametric and non-parametric models.
- Time Varying Survival Regression
In the above dataset, start and stop denote the boundaries,...
- Quickstart
The most common one is...
- Changelog
Changelog¶ 0.28.0 - Upcoming¶. Fixes bins that are far into...
- Estimating Univariate Models
Estimating univariate models¶. In the previous section, we...
- Introduction to Survival Analysis
Below is a graphic of all the relationships between the...
- API Reference
API Reference - lifelines — lifelines 0.29.0 documentation -...
- Citing Lifelines
See also the Zenodo webpage for an up-to-date DOI for the...
- Contributing to Lifelines
Setting up a lifelines development environment¶ From the...
- Time Varying Survival Regression
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Lifelines is a cohort study of over 167,000 participants from the northern Netherlands, focusing on multifactorial diseases and risk factors. It provides data, samples and questionnaires for researchers worldwide to unravel the etiology of complex diseases.
Below is a graphic of all the relationships between the quantities. Map of the mathematical entities used in survival analysis and the transforms between them. Don’t panic: lifelines does this all for you.
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