Search Results for author: Kim Cuc Pham

Found 2 papers, 0 papers with code

On a Variational Approximation based Empirical Likelihood ABC Method

no code implementations12 Nov 2020 Sanjay Chaudhuri, Subhroshekhar Ghosh, David J. Nott, Kim Cuc Pham

The expected log-likelihood is then estimated by an empirical likelihood where the only inputs required are a choice of summary statistic, it's observed value, and the ability to simulate the chosen summary statistics for any parameter value under the model.

Bayesian Inference

An easy-to-use empirical likelihood ABC method

no code implementations3 Oct 2018 Sanjay Chaudhuri, Subhro Ghosh, David J. Nott, Kim Cuc Pham

Many scientifically well-motivated statistical models in natural, engineering and environmental sciences are specified through a generative process, but in some cases it may not be possible to write down a likelihood for these models analytically.

Bayesian Inference

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