Flexible Dependence Models for Multivariate Data

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The last three decades have witnessed fascinating scientific discoveries, from the expansion of our universe to the completion of human genome. These could only be imagined in the realms of science fiction just a century ago. Modern technology plays a pivotal role in these achievements by enabling scientists to collect hard-to-reach data and in massive amounts. However, converting the information in data to meaningful knowledge is always what we are indebted to proper statistical analysis, directed by scientists' expertise.