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stat.CO2011★ 1.8k cited
The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo
Matthew D. Hoffman, Andrew Gelman
Hamiltonian Monte Carlo (HMC) is a Markov chain Monte Carlo (MCMC) algorithm that avoids the random walk behavior and sensitivity to correlated parameters that plague many MCMC met…
stat.ME2011★ 6 cited
Bayesian Statistical Pragmatism
Andrew Gelman
Discussion of "Statistical Inference: The Big Picture" by R. E. Kass [arXiv:1106.2895]