Applied Matrix and Tensor Variate Data Analysis

• Corporate Author: SpringerLink (Online service)
• Other Authors: Sakata, Toshio (Editor)
• Format: Electronic eBook
• Language: English
• Published: Tokyo : Springer Japan : Imprint: Springer, 2016.
• Edition: 1st ed. 2016.
• Series: SpringerBriefs in Statistics,
• Subjects: Statistics.; Statistics and Computing/Statistics Programs.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.

This book provides comprehensive reviews of recent progress in matrix variate and tensor variate data analysis from applied points of view. Matrix and tensor approaches for data analysis are known to be extremely useful for recently emerging complex and high-dimensional data in various applied field...