Topological and statistical methods for complex data : tackling large scale high dimensional and multivariate data spaces ; [Workshop on the Analysis of Large Scale High Dimensional and Multivariate Data Using Topology and Statistics held June 12 14 (2013) in Le Barp France] The book presents new methods that leverage the mutual strengths of both topological and statistical techniques to support the management analysis and visualization of complex data. It covers both theory and application and provides readers with an overview of important key concepts and the latest research trends.