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CoxPHFitter.rst

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CoxPHFitter

.. autoclass:: lifelines.fitters.coxph_fitter.CoxPHFitter
    :members:
    :undoc-members:

    .. method:: plot_covariate_groups()

        see :meth:`~lifelines.fitters.coxph_fitter.SemiParametricPHFitter.plot_covariate_groups`


    .. method:: plot_partial_effects_on_outcome()

        see :meth:`~lifelines.fitters.coxph_fitter.SemiParametricPHFitter.plot_partial_effects_on_outcome`


    .. method:: plot()

        see :meth:`~lifelines.fitters.coxph_fitter.SemiParametricPHFitter.plot`


    .. method:: predict_median()

        see :meth:`~lifelines.fitters.coxph_fitter.SemiParametricPHFitter.predict_median`


    .. method:: predict_expectation()

        see :meth:`~lifelines.fitters.coxph_fitter.SemiParametricPHFitter.predict_expectation`


    .. method:: predict_percentile()

        see :meth:`~lifelines.fitters.coxph_fitter.SemiParametricPHFitter.predict_percentile`


    .. method:: predict_survival_function()

        see :meth:`~lifelines.fitters.coxph_fitter.SemiParametricPHFitter.predict_survival_function`


    .. method:: predict_partial_hazard()

        see :meth:`~lifelines.fitters.coxph_fitter.SemiParametricPHFitter.predict_partial_hazard`


    .. method:: predict_log_partial_hazard()

        see :meth:`~lifelines.fitters.coxph_fitter.SemiParametricPHFitter.predict_log_partial_hazard`


    .. method:: predict_hazard()

        see :meth:`~lifelines.fitters.coxph_fitter.SemiParametricPHFitter.predict_hazard`


    .. method:: predict_cumulative_hazard()

        see :meth:`~lifelines.fitters.coxph_fitter.SemiParametricPHFitter.predict_cumulative_hazard`

    .. method:: score()

        see :meth:`~lifelines.fitters.coxph_fitter.SemiParametricPHFitter.score`


    .. method:: log_likelihood_ratio_test()

        see :meth:`~lifelines.fitters.coxph_fitter.SemiParametricPHFitter.log_likelihood_ratio_test`



.. autoclass:: lifelines.fitters.coxph_fitter.SemiParametricPHFitter
    :members:


.. autoclass:: lifelines.fitters.coxph_fitter.ParametricSplinePHFitter
    :members: