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20092022
most citedProgramming with models: writing statistical algorithms for general model structures with NIMBLE

1.1k citations · 1.8k across the 24 of their papers we have counts for

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Showing 2016 · stat.COShow all

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stat.CO2016

Efficient Markov Chain Monte Carlo Sampling for Hierarchical Hidden Markov Models

Daniel Turek, Perry de Valpine, Christopher J. Paciorek

Traditional Markov chain Monte Carlo (MCMC) sampling of hidden Markov models (HMMs) involves latent states underlying an imperfect observation process, and generates posterior samp…