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Optimally Emulating Smooth Functions for Bayesian Analyses

Pratt, Scott et al.
arXiv (All) · Papers
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methodologystatistics-theory
For Bayesian analyses aimed at constraining the parameter space of computationally expensive models by comparison with heterogeneous data sets, model emulators play a pivotal role. Model emulators enable searches through high-dimensional parameter spaces, searches which might otherwise require milli
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