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Extending approximate Bayesian computation methods to high dimensions via a Gaussian copula model.
Jialiang Li
David J. Nott
Y. Fan
Scott A. Sisson
Published in:
Comput. Stat. Data Anal. (2017)
Keyphrases
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monte carlo simulation
semi parametric
density estimation
image processing
maximum likelihood
high dimensional data
probability density function
high dimensions
expectation propagation
probability distribution
knn
nearest neighbor
bayesian inference
gaussian mixture