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The use of computational methods in statistics to face complex
problems and highly dimensional data, as well as the widespread
availability of computer technology, is no news. The range of
applications, instead, is unprecedented. As often occurs, new and
complex data types require new strategies, demanding for the
development of novel statistical methods and suggesting stimulating
mathematical problems. This book is addressed to researchers
working at the forefront of the statistical analysis of complex
systems and using computationally intensive statistical methods.
The use of computational methods in statistics to face complex
problems and highly dimensional data, as well as the widespread
availability of computer technology, is no news. The range of
applications, instead, is unprecedented. As often occurs, new and
complex data types require new strategies, demanding for the
development of novel statistical methods and suggesting stimulating
mathematical problems. This book is addressed to researchers
working at the forefront of the statistical analysis of complex
systems and using computationally intensive statistical methods.
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