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Applied Matrix and Tensor Variate Data Analysis
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 fields. The reviews contained herein cover recent applications of these methods in psychology (Chap. 1…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-4-431-55387-8
- Collation
- XI, 136
- Series Title
- SpringerBriefs in Statistics
- Call Number
- 005.55 APP a
Algebraic and Computational Aspects of Real Tensor Ranks
This book provides comprehensive summaries of theoretical (algebraic) and computational aspects of tensor ranks, maximal ranks, and typical ranks, over the real number field. Although tensor ranks have been often argued in the complex number field, it should be emphasized that this book treats real tensor ranks, which have direct applications in statistics. The book provides several interesting…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-4-431-55459-2
- Collation
- VIII, 108
- Series Title
- SpringerBriefs in Statistics
- Call Number
- 519.5 SAK a
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