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 dsaber.com
Bayesian Regression with PyMC: A Brief Tutorial - Dan Saber
| | twiecki.io
whilemy_mcmc:gently(samples) - The Best Of Both Worlds: Hierarchical Linear Regression in PyMC
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| | tiao.io
A Primer on Pólya-gamma Random Variables - Part II: Bayesian Logistic Regression | Louis Tiao
14.5 parsecs away

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| | One weird trick to make exact inference in Bayesian logistic regression tractable.
| | isaacslavitt.com
Isaac Slavitt: Solving the Bayesian German Tank problem with PyMC and PyStan
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| | darrenjw.wordpress.com
Unbiased MCMC with couplings - Darren Wilkinson's blog
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| Yesterday there was an RSS Read Paper meeting for the paper Unbiased Markov chain Monte Carlo with couplings by Pierre Jacob, John O'Leary and Yves F. Atchadé. The paper addresses the bias in MCMC estimates due to lack of convergence to equilibrium (the "burn-in" problem), and shows how it is possible to modify MCMC algorithms...