New directions in statistical data analysis and robustness

the long version

Statistical data analysis has recently been enriched by the development of several new tools. The advances which they are making possible - often into unexplored territory - and the trends they are foreshadowing form the subject of this book. The topics range from theoretical considerations to practical concerns. The theory of robust statistics and foundational issues are discussed along with the strategic choices of a data analyst in the analysis of variance or the implementation of computer intensive methods for discrimination and surface fitting. Modelling in image restoration and graphical methods in the analysis of big data bases are also dealt with. The articles included in this book provide an excellent synopsis of the workshop on Data Analysis and Robustness held in Ascona, Switzerland, from June 28 through July 4, 1992. The book serves as an insightful and useful companion for students interested in research or scientists who want to learn about modern developments in the field of data analysis.