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J Stat Softw. 2010 Jul;35(4):1-81.

PyMC: Bayesian Stochastic Modelling in Python.

Author information

1
Malaria Atlas Project University of Oxford Oxford, United Kingdom anand.prabhakar.patil@gmail.com.

Abstract

This user guide describes a Python package, PyMC, that allows users to efficiently code a probabilistic model and draw samples from its posterior distribution using Markov chain Monte Carlo techniques.

PMID:
21603108
PMCID:
PMC3097064

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