Statistics for High-Dimensional Data : Methods, Theory and Applications

Peter Buhlmann
Springer
 9783642201912
3-642-20191-1

This valuable compendium of statistical methods features a unique combination of methodology, theory, algorithms and applications. It covers recently developed approaches to handling large and complex data sets, including the Lasso and boosting methods.