pyuncertainnumber.pba.constructors
==================================

.. py:module:: pyuncertainnumber.pba.constructors


Functions
---------

.. autoapisummary::

   pyuncertainnumber.pba.constructors.pbox_from_pseudosamples
   pyuncertainnumber.pba.constructors.interpolate_p


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

.. py:function:: pbox_from_pseudosamples(samples)

   a tmp constructor for pbox/cbox from approximate solution of the confidence/next value distribution

   :param samples: the approximate Monte Carlo samples of the confidence/next value distribution
   :type samples: nd.array

   .. note:: ecdf is estimted from the samples and bridge to pbox/cbox


.. py:function:: interpolate_p(p, q)

   interpolate the cdf bundle for discrete distribution or ds structure

   .. note::

      - p: probabilities (x)
      - q: quantiles (y)

   return: a tuple of new (p, q)