Application of Bayesian estimation to structural health monitoring of fatigue cracks in welded steel pipe

Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images

Stuart Geman, Donald Geman · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1984 · 18K citations

Arts, Biomedical Engineering, Bayesian Data Analysis +16

Monte Carlo sampling methods using Markov chains and their applications

W. Keith Hastings · Biometrika · 1970 · 15.2K citations

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The Monte Carlo Method

N. Metropolis, Stanislaw M. Ulam · Journal of the American Statistical Association · 1949 · 6.1K citations

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WinBUGS - A Bayesian modelling framework: Concepts, structure, and extensibility

David J. Lunn, Andrew C. Thomas, Nicky Best et al. · Statistics and Computing · 2000 · 5.4K citations

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Variable Selection via Gibbs Sampling

Edward I. George, Robert E. McCulloch · Journal of the American Statistical Association · 1993 · 2.7K citations

Computing, Data Science, Bayesian Data Analysis +16