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An efficient Bayesian inference approach to inverse problems based on an adaptive sparse grid collocation method. (English) Zbl 1161.62011

MSC:
62F15 Bayesian inference
62M40 Random fields; image analysis
65C40 Numerical analysis or methods applied to Markov chains
65C60 Computational problems in statistics (MSC2010)
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