CORDIS Project
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This research aims to improve Markov chain Monte Carlo methods by developing new techniques for variance reduction. The goal is to enhance the efficiency of statistical analysis across various scientific fields, including genetics and finance, by overcoming current limitations in convergence rates.
Research in numerous scientific fields, including many of the fundamental research frontiers in science and engineering, has produced large empirical data sets with highly complex structure.
There, the search for efficient ways of detecting and evaluating relevant information is currently one of the dominant problems, and the use of sophisticated statistical methods has been advanced as a necessary and central part of the analysis.
In particular, recent advances in Markov chain Monte Carlo (MCMC…
ATHENS UNIVERSITY OF ECONOMICS AND BUSINESS - RESEARCH CENTER
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