CORDIS Project
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This project aims to enhance Bayesian statistical methods to better analyze complex data sets emerging from fields like molecular biology. By developing new stochastic computational strategies, it seeks to create parallel learning algorithms that can effectively handle large data, ultimately providing practical solutio…
Very recently, it has been claimed that the Bayesian paradigm has revolutionized statistical thinking in numerous fields of research, as a considerable amount of novel Bayesian statistical models and estimation algorithms have gained popularity among scientists.
Despite of the evident success of the Bayesian approach, there are also many research problems where the computational challenges have so far proven to be too exhaustive to promote wide-spread use of the state-of-the-art Bayesian methodo…
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