PyMC: Bayesian Stochastic Modelling in Python

Anand Patil, David Huard, Christopher J. Fonnesbeck

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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.

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