11Changelog
22---------
33
4+ 0.24.2 - Unreleased
5+ ^^^^^^^^^^^^^^^^^^^
6+
7+ Bug fixes
8+ '''''''''
9+
10+ - Fixed bug when no covariates were passed into ``CoxPHFitter ``. See
11+ #975
12+ - Fixed error in ``StatisticalResult `` where the test name was not
13+ displayed correctly.
14+ - Fixed a keyword bug in ``plot_covariate_groups `` for parametric
15+ models.
16+
4170.24.1 - 2020-03-05
518^^^^^^^^^^^^^^^^^^^
619
@@ -10,6 +23,8 @@ New features
1023- Stability improvements for GeneralizedGammaRegressionFitter and
1124 CoxPHFitter with spline estimation.
1225
26+ .. _bug-fixes-1 :
27+
1328Bug fixes
1429'''''''''
1530
@@ -21,8 +36,8 @@ Bug fixes
2136^^^^^^^^^^^^^^^^^^^
2237
2338This version and future versions of lifelines no longer support py35.
24- Pandas 1.0 is fully supported, along with previous version . Minimum
25- Scipy has been bumped to 1.2.0
39+ Pandas 1.0 is fully supported, along with previous versions . Minimum
40+ Scipy has been bumped to 1.2.0.
2641
2742.. _new-features-1 :
2843
@@ -44,7 +59,7 @@ New features
4459- Univariate parametric models have a ``plot_density ``,
4560 ``density_at_times ``, and property ``density_ `` that computes the
4661 probability density function estimates.
47- - new dataset for interval regression involving C. Botulinum.
62+ - new dataset for interval regression involving * C. Botulinum * .
4863- new ``lifelines.fitters.mixins.ProportionalHazardMixin `` that
4964 implements proportional hazard checks.
5065
@@ -74,7 +89,7 @@ API Changes
7489 to ``scoring_method ``.
7590- removed ``_score_ `` and ``path `` from Cox model.
7691
77- .. _bug-fixes-1 :
92+ .. _bug-fixes-2 :
7893
7994Bug fixes
8095'''''''''
@@ -92,7 +107,7 @@ Bug fixes
921070.23.9 - 2020-01-28
93108^^^^^^^^^^^^^^^^^^^
94109
95- .. _bug-fixes-2 :
110+ .. _bug-fixes-3 :
96111
97112Bug fixes
98113'''''''''
@@ -108,7 +123,7 @@ Bug fixes
1081230.23.8 - 2020-01-21
109124^^^^^^^^^^^^^^^^^^^
110125
111- .. _bug-fixes-3 :
126+ .. _bug-fixes-4 :
112127
113128Bug fixes
114129'''''''''
@@ -159,7 +174,7 @@ New features
159174- New lymph node cancer dataset, originally from *H.F. for the German
160175 Breast Cancer Study Group (GBSG) (1994) *
161176
162- .. _bug-fixes-4 :
177+ .. _bug-fixes-5 :
163178
164179Bug fixes
165180'''''''''
@@ -188,7 +203,7 @@ New features
188203
189204- ``StatisticalResult.print_summary `` supports html output.
190205
191- .. _bug-fixes-5 :
206+ .. _bug-fixes-6 :
192207
193208Bug fixes
194209'''''''''
@@ -213,7 +228,7 @@ New features
213228- performance improvements on regression models’ preprocessing. Should
214229 make datasets with high number of columns more performant.
215230
216- .. _bug-fixes-6 :
231+ .. _bug-fixes-7 :
217232
218233Bug fixes
219234'''''''''
@@ -237,7 +252,7 @@ New features
237252- performance improvements for ``CoxPHFitter `` - up to 30% performance
238253 improvements for some datasets.
239254
240- .. _bug-fixes-7 :
255+ .. _bug-fixes-8 :
241256
242257Bug fixes
243258'''''''''
@@ -263,7 +278,7 @@ New features
263278 Jupyter notebooks!
264279- silenced some warnings.
265280
266- .. _bug-fixes-8 :
281+ .. _bug-fixes-9 :
267282
268283Bug fixes
269284'''''''''
@@ -293,7 +308,7 @@ API Changes
293308The tests were re-factored to be shipped with the package. Let me know
294309if this causes problems.
295310
296- .. _bug-fixes-9 :
311+ .. _bug-fixes-10 :
297312
298313Bug fixes
299314'''''''''
@@ -308,7 +323,7 @@ Bug fixes
3083230.22.9 - 2019-10-30
309324^^^^^^^^^^^^^^^^^^^
310325
311- .. _bug-fixes-10 :
326+ .. _bug-fixes-11 :
312327
313328Bug fixes
314329'''''''''
@@ -335,7 +350,7 @@ New features
335350- ``conditional_after `` now available in ``CoxPHFitter.predict_median ``
336351- Suppressed some unimportant warnings.
337352
338- .. _bug-fixes-11 :
353+ .. _bug-fixes-12 :
339354
340355Bug fixes
341356'''''''''
@@ -355,7 +370,7 @@ New features
355370- new ``ApproximationWarning `` to tell you if the package is making an
356371 potentially mislead approximation.
357372
358- .. _bug-fixes-12 :
373+ .. _bug-fixes-13 :
359374
360375Bug fixes
361376'''''''''
@@ -386,7 +401,7 @@ New features
386401
387402- ``conditional_after `` works for ``CoxPHFitter `` prediction models 😅
388403
389- .. _bug-fixes-13 :
404+ .. _bug-fixes-14 :
390405
391406Bug fixes
392407'''''''''
@@ -416,7 +431,7 @@ New features
416431 weights.
417432- Better support for predicting on Pandas Series
418433
419- .. _bug-fixes-14 :
434+ .. _bug-fixes-15 :
420435
421436Bug fixes
422437'''''''''
@@ -457,7 +472,7 @@ API changes
457472- ``KaplanMeierFitter.survival_function_ ``\ ‘s’ index is no longer
458473 given the name “timeline”.
459474
460- .. _bug-fixes-15 :
475+ .. _bug-fixes-16 :
461476
462477Bug fixes
463478'''''''''
@@ -494,7 +509,7 @@ API changes
494509 gains only in Cox models, and only a small fraction of the API was
495510 being used.
496511
497- .. _bug-fixes-16 :
512+ .. _bug-fixes-17 :
498513
499514Bug fixes
500515'''''''''
@@ -518,7 +533,7 @@ New features
518533
519534- lifelines is now compatible with scipy>=1.3.0
520535
521- .. _bug-fixes-17 :
536+ .. _bug-fixes-18 :
522537
523538Bug fixes
524539'''''''''
@@ -562,7 +577,7 @@ API changes
562577 ``.print_summary `` includes confidence intervals for the exponential
563578 of the value.
564579
565- .. _bug-fixes-18 :
580+ .. _bug-fixes-19 :
566581
567582Bug fixes
568583'''''''''
@@ -611,7 +626,7 @@ API changes
611626 could set ``fit_intercept `` to False and not have to set
612627 ``ancillary_df `` - now one must specify a DataFrame.
613628
614- .. _bug-fixes-19 :
629+ .. _bug-fixes-20 :
615630
616631Bug fixes
617632'''''''''
@@ -634,7 +649,7 @@ New features
634649
635650- ``scoring_method `` now a kwarg on ``sklearn_adapter ``
636651
637- .. _bug-fixes-20 :
652+ .. _bug-fixes-21 :
638653
639654Bug fixes
640655'''''''''
@@ -663,7 +678,7 @@ New features
663678- ``CoxPHFitter.check_assumptions `` now accepts a ``columns `` parameter
664679 to specify only checking a subset of columns.
665680
666- .. _bug-fixes-21 :
681+ .. _bug-fixes-22 :
667682
668683Bug fixes
669684'''''''''
@@ -699,7 +714,7 @@ API changes
699714- removing ``_compute_likelihood_ratio_test `` on regression models. Use
700715 ``log_likelihood_ratio_test `` now.
701716
702- .. _bug-fixes-22 :
717+ .. _bug-fixes-23 :
703718
704719Bug fixes
705720'''''''''
@@ -726,7 +741,7 @@ API changes
726741- output of ``survival_table_from_events `` when collapsing rows to
727742 intervals now removes the “aggregate” column multi-index.
728743
729- .. _bug-fixes-23 :
744+ .. _bug-fixes-24 :
730745
731746Bug fixes
732747'''''''''
@@ -763,7 +778,7 @@ API changes
763778- ``entries `` property in multivariate parametric models has a new
764779 Series name: ``entry ``
765780
766- .. _bug-fixes-24 :
781+ .. _bug-fixes-25 :
767782
768783Bug fixes
769784'''''''''
@@ -795,7 +810,7 @@ API changes
795810- in ``AalenJohansenFitter ``, the ``variance `` parameter is renamed to
796811 ``variance_ `` to align with the usual lifelines convention.
797812
798- .. _bug-fixes-25 :
813+ .. _bug-fixes-26 :
799814
800815Bug fixes
801816'''''''''
@@ -828,7 +843,7 @@ API changes
828843- Pandas is now correctly pinned to >= 0.23.0. This was always the
829844 case, but not specified in setup.py correctly.
830845
831- .. _bug-fixes-26 :
846+ .. _bug-fixes-27 :
832847
833848Bug fixes
834849'''''''''
@@ -884,7 +899,7 @@ API changes
884899 @vpolimenov!
885900- The ``C `` column in ``load_lcd `` dataset is renamed to ``E ``.
886901
887- .. _bug-fixes-27 :
902+ .. _bug-fixes-28 :
888903
889904Bug fixes
890905'''''''''
@@ -953,7 +968,7 @@ API changes
953968 transposed now (previous parameters where columns, now parameters are
954969 rows).
955970
956- .. _bug-fixes-28 :
971+ .. _bug-fixes-29 :
957972
958973Bug fixes
959974'''''''''
@@ -980,7 +995,7 @@ New features
9809950.19.4 - 2019-02-25
981996^^^^^^^^^^^^^^^^^^^
982997
983- .. _bug-fixes-29 :
998+ .. _bug-fixes-30 :
984999
9851000Bug fixes
9861001'''''''''
@@ -1017,7 +1032,7 @@ New features
10171032- ``ParametricUnivariateFitters ``, like ``WeibullFitter ``, have
10181033 smoothed plots when plotting (vs stepped plots)
10191034
1020- .. _bug-fixes-30 :
1035+ .. _bug-fixes-31 :
10211036
10221037Bug fixes
10231038'''''''''
@@ -1093,7 +1108,7 @@ API changes
10931108 means that the *default * for alpha is set to 0.05 in the latest
10941109 lifelines, instead of 0.95 in previous versions.
10951110
1096- .. _bug-fixes-31 :
1111+ .. _bug-fixes-32 :
10971112
10981113Bug Fixes
10991114'''''''''
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