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Meeting the Challenges of High Dimension: Statistical Methodology, Theory, and ApplicationsMonth: August 2012 Date: August 13--26 Name: Meeting the Challenges of High Dimension: Statistical Methodology, Theory, and Applications Location: Institute for Mathematical Sciences, National University of Singapore, Singapore. DescriptionThe topic of high-dimensional data analysis has many aspects, motivated by many applications, sometimes relying heavily on dimension reduction and variable selection, and sometimes co-habiting happily with more conventional multivariate methods. The August workshop, the first of two in the IMS Singapore program titled "Meeting the Challenges of High Dimension - Statistical Methodology, Theory and Applications," will address all of these aspects. They lie at the frontiers along which statistical methodology, the applications that motivate it, the questions that it answers, and the theory that underpins it, are advancing today. The October workshop continues to address challenges of high-dimensional data analysis with more focuses on the methods and applications where sparsity is present. Activities include Workshop 1: August 13-24, 2012; 2. Tutorials; 3. Workshop 2: October 1-12, 2012. Information |
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