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Testing medical samples is expensive and pooling samples can reduce costs. But what is the optimal setup? What is the optimal pool size? We consider the simplest and most practical pooling technique and demonstrate how the correlation between samples reduces the testing cost and increases the...
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This paper develops a systematic Markov Chain Monte Carlo (MCMC) framework based upon Efficient Importance Sampling … solution. EIS is a simple, generic and yet accurate Monte-Carlo integration procedure based on sampling densities which are … MCMC components such as auxiliary sampling densities, normalizing constants and starting values. The potential of this …
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