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2018高维统计模型的贝叶斯计算研讨会（Workshop on Bayesian Computation for High-Dimensional Statistical Models）
2018 高维统计模型的贝叶斯计算 研讨会
2017/12/20
In recent years there has been an explosion of complex data-sets in areas as diverse as Bioinformatics, Ecology, Epidemiology, Finance, subsurface Geophysics, Meteorology, and Population genetics. In ...
abc: an R package for Approximate Bayesian Computation (ABC)
an R package pproximate Bayesian Computation
2011/9/14
Background: Many recent statistical applications involve inference under complex models, where it is computationally prohibitive to calculate likelihoods but possible to simulate data. Approximate Bay...
Exploring the Energy Landscapes of Protein Folding Simulations with Bayesian Computation
Exploring Energy Landscapes Protein Folding Simulations Bayesian Computation
2010/11/15
Nested sampling is a technique developed to explore probability distributions localised in an exponentially small area of the parameter space. The algorithm provides both posterior samples and an est...