TY - GEN AB - This book presents recent developments in multivariate and robust statistical methods. Featuring contributions by leading experts in the field it covers various topics, including multivariate and high-dimensional methods, time series, graphical models, robust estimation, supervised learning and normal extremes. It will appeal to statistics and data science researchers, PhD students and practitioners who are interested in modern multivariate and robust statistics. The book is dedicated to David E. Tyler on the occasion of his pending retirement and also includes a review contribution on the popular Tylers shape matrix. AU - Yi, Mengxi, AU - Nordhausen, Klaus, AU - Tyler, David E., CN - QA278 DO - 10.1007/978-3-031-22687-8 DO - doi ID - 1463534 KW - Multivariate analysis. KW - Robust statistics. KW - Machine learning. LK - https://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-22687-8 N2 - This book presents recent developments in multivariate and robust statistical methods. Featuring contributions by leading experts in the field it covers various topics, including multivariate and high-dimensional methods, time series, graphical models, robust estimation, supervised learning and normal extremes. It will appeal to statistics and data science researchers, PhD students and practitioners who are interested in modern multivariate and robust statistics. The book is dedicated to David E. Tyler on the occasion of his pending retirement and also includes a review contribution on the popular Tylers shape matrix. SN - 9783031226878 SN - 3031226879 T1 - Robust and multivariate statistical methods :festschrift in honor of David E. Tyler / TI - Robust and multivariate statistical methods :festschrift in honor of David E. Tyler / UR - https://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-22687-8 ER -