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The volume offers an updated overview of statistical methods for high-dimensional problems
It includes a wide range of statistical applications
It is addressed to the statistician working at the forefront of statistical analysis
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.