An increasing number of statistical problems and methods involve infinite-dimensional aspects. This is due to the progress of technologies which allow us to sto

This book presents the latest research on the statistical analysis of functional, high-dimensional and other complex data, addressing methodological and computa

The interest towards Functional and Operatorial Statistics, and, more in general, towards infinite-dimensional statistics has dramatically increased in the stat

The first part of this book is devoted to methods seeking relevant dimensions of data. The variables thus obtained provide a synthetic description which often r

Proceedings of the 19th international symposium on computational statistics, held in Paris august 22-27, 2010.Together with 3 keynote talks, there were 14 invit