This update takes into account a number of new developments--several related to increasingly sophisticated computer technology, others to advances in scientific knowledge and statistical methodology. In view of this rapid expansion in the field of statistics, the editors have amassed an extensive group of prominent experts in their respective fields to contribute new entries on emerging topics in computer-intensive statistical methodology, genetics, medicine, the environment and other applications.