:py:mod:`mosum.bootstrap`
=========================

.. py:module:: mosum.bootstrap


Module Contents
---------------


Functions
~~~~~~~~~

.. autoapisummary::

   mosum.bootstrap.confint_mosum_cpts
   mosum.bootstrap.confint_multiscale_cpts
   mosum.bootstrap.cpts_bootstrap
   mosum.bootstrap.mean_help
   mosum.bootstrap.get_k_star
   mosum.bootstrap.bootstrapped_timeSeries
   mosum.bootstrap.cpts_bootstrap_help



.. py:function:: confint_mosum_cpts(object, parm: str = 'cpts', level: float = 0.05, N_reps: int = 1000)


.. py:function:: confint_multiscale_cpts(object, parm: str = 'cpts', level: float = 0.05, N_reps: int = 1000)


.. py:function:: cpts_bootstrap(mcpts, N_reps, level)


.. py:function:: mean_help(x, l, r)

   helping function for bootstrap (compute local means)


.. py:function:: get_k_star(x_star, k_hat, G_l, G_r, G_ll, G_rr)

   Compute bootstrapped mosum statistic and return maximum position thereof


.. py:function:: bootstrapped_timeSeries(cpts, x)

   Obtain bootstrap replicate of time series


.. py:function:: cpts_bootstrap_help(cpts_info, x, N_reps)

   Helping function to get bootstrap replicates of change point estimates