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Sakata, Toshio

Applied Matrix and Tensor Variate Data Analysis

Sakata, Toshio - Applied Matrix and Tensor Variate Data Analysis, ebook

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ISBN: 9784431553878
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Table of contents

1. Three-Way Principal Component Analysis with Its Applications to Psychology
Kohei Adachi

2. Non-negative Matrix Factorization and Its Variants for Audio Signal Processing
Hirokazu Kameoka

3. Generalized Tensor PCA and Its Applications to Image Analysis
Kohei Inoue

4. Matrix Factorization for Image Processing
Noboru Murata

5. Array Normal Model and Incomplete Array Variate Observations
Deniz Akdemir

6. One-Sided Tests for Matrix Variate Normal Distribution
Manabu Iwasa, Toshio Sakata

Keywords: 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

Editor
Publisher
Springer
Publication year
2016
Language
en
Edition
1st ed. 2016
Series
SpringerBriefs in Statistics
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9784431553878
Printed ISBN
978-4-431-55386-1

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