Concepedia

Publication | Open Access

CamDavidsonPilon/lifelines: 0.26.0

DOIFull Paper Access

30

Citations

0

References

2021

Year

Cameron Davidson-Pilon, Jonas Kalderstam, N. Tobias Jacobson, Sean Reed, Ben Kuhn, Paul N. Zivich, Mike Williamson, AbdealiJK, Deepyaman Datta, Andrew Fiore-Gartland,
Zenodo (CERN European Organization for Nuclear Research)

Abstract

0.26.0 - 2021-05-26 New features <code>.BIC_</code> is now present on fitted models. <code>CoxPHFitter</code> with spline baseline can accept pre-computed knot locations. Left censoring fitting in KaplanMeierFitter is now "expected". That is, <code>predict</code> <em>always</em> predicts the survival function (as does every other model), <code>confidence_interval_</code> is <em>always</em> the CI for the survival function (as does every other model), and so on. In summary: the API for estimates doesn't change depending on what your censoring your dataset is. Bug fixes Fixed an annoying bug where at_risk-table label's were not aligning properly when data spanned large ranges. See merging PR for details. Fixed a bug in <code>find_best_parametric_model</code> where the wrong BIC value was being computed. Fixed regression bug when using an array as a penalizer in Cox models.