C2 Edited work
Robust and Multivariate Statistical Methods : Festschrift in Honor of David E. Tyler (2023)
Yi, M., & Nordhausen, K. (Eds.). (2023). Robust and Multivariate Statistical Methods : Festschrift in Honor of David E. Tyler. Springer. https://doi.org/10.1007/978-3-031-22687-8
JYU authors or editors
Publication details
All authors or editors: Yi, Mengxi; Nordhausen, Klaus
ISBN: 978-3-031-22686-1
eISBN: 978-3-031-22687-8
Publication year: 2023
Publication date: 19/04/2023
Number of pages in the book: 495
Publisher: Springer
Place of Publication: Cham
Publication country: Switzerland
Publication language: English
DOI: https://doi.org/10.1007/978-3-031-22687-8
Publication open access: Not open
Publication channel open access:
Abstract
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 Tyler’s shape matrix.
Keywords: statistical methods; multivariable methods; estimating (statistical methods); time-series analysis
Free keywords: multivariate statistical methods; robust statistical methods; high-dimensional methods; Tyler's Shape Matrix; Tyler's Shape Estimator; multivariate analysis; robust estimation; asymptotics; robustness; time series analysis; supervised learning; graphical models; normal extremes
Contributing organizations
Ministry reporting: Yes
Reporting Year: 2023
Preliminary JUFO rating: 2
This publication includes articles with JYU authors:
- Fischer, D., Nordhausen, K., & Yi, M. (2023). An Analysis of David E. Tyler’s Publication and Coauthor Network. In M. Yi, & K. Nordhausen (Eds.), Robust and Multivariate Statistical Methods : Festschrift in Honor of David E. Tyler (pp. 3-21). Springer. https://doi.org/10.1007/978-3-031-22687-8_1
- Taskinen, S., Frahm, G., Nordhausen, K., & Oja, H. (2023). A Review of Tyler’s Shape Matrix and Its Extensions. In M. Yi, & K. Nordhausen (Eds.), Robust and Multivariate Statistical Methods : Festschrift in Honor of David E. Tyler (pp. 23-41). Springer. https://doi.org/10.1007/978-3-031-22687-8_2