Perspectives on Big Data Analysis: Methodologies and Applications

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This volume contains the proceedings of the International Workshop on Perspectives on High-dimensional Data Analysis II, held May 30-June 1, 2012, at the Centre de Recherches Mathematiques, Universite de Montreal, Montreal, Quebec, Canada. This book collates applications and methodological developments in high-dimensional statistics dealing with interesting and challenging problems concerning the analysis of complex, high-dimensional data with a focus on model selection and data reduction. The chapters contained in this ...

Perspectives on Big Data Analysis: Methodologies and Applications 2014, American Mathematical Society, Providence

ISBN-13: 9781470410421

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