By Christian Houdré, David M. Mason, Jan Rosiński, Jon A. Wellner
This is a suite of papers by means of members at excessive Dimensional chance VI assembly held from October 9-14, 2011 on the Banff foreign study Station in Banff, Alberta, Canada.
High Dimensional likelihood (HDP) is a space of arithmetic that comes with the learn of chance distributions and restrict theorems in infinite-dimensional areas akin to Hilbert areas and Banach areas. the main amazing function of this sector is that it has led to the production of robust new instruments and views, whose diversity of program has ended in interactions with different parts of arithmetic, facts, and computing device technological know-how. those comprise random matrix thought, nonparametric information, empirical strategy concept, statistical studying concept, focus of degree phenomena, robust and vulnerable approximations, distribution functionality estimation in excessive dimensions, combinatorial optimization, and random graph thought.
The papers during this volume show that HDP thought maintains to improve new instruments, tools, thoughts and views to research the random phenomena. either researchers and complex scholars will locate this booklet of significant use for studying approximately new avenues of research.