MARC details
| 000 -LEADER |
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| fixed length control field |
02644cam a22003617i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
0000094272 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
0001 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
180419s2016 ja#a b 000 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9784431553861 (paperback) |
| Qualifying information |
(paperback : acid-free paper) |
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|---|
| International Standard Book Number |
443155386X |
| Qualifying information |
(paperback : acid-free paper) |
|
|---|
| Canceled/invalid ISBN |
9784431553878 (ebook) |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
YDXCP |
| Language of cataloging |
eng |
| Transcribing agency |
YDXCP |
| Description conventions |
rda |
| Modifying agency |
OCLCO |
| -- |
BTCTA |
| -- |
DLC |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
lccopycat |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
519.5 |
| Edition number |
23 |
| 084 ## - OTHER CLASSIFICATION NUMBER |
|---|
| Classification number |
519.5 |
| Item number |
SAK-A |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Sakata, Toshio |
| 245 10 - TITLE STATEMENT |
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| Title |
Applied matrix and tensor variate data analysis / |
| Statement of responsibility, etc. |
Toshio Sakata, editor. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xi, 136 pages : |
| Other physical details |
illustrations (some color) |
| Dimensions |
23 cm. |
| 365 ## - TRADE PRICE |
|---|
| Price type code |
01 |
| Price amount |
0.00 |
| 440 #0 - SERIES STATEMENT/ADDED ENTRY--TITLE |
|---|
| Title |
Springer briefs in statistics : JSS Research series in statistics ; |
|
|---|
| Title |
SpringerBriefs in statistics. |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
SpringerBriefs in statistics |
|
|---|
| Series statement |
JSS research series in statistics |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
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), audio signals (Chap. 2) , image analysis from tensor principal component analysis (Chap. 3), and image analysis from decomposition (Chap. 4), and genetic data (Chap. 5) . Readers will be able to understand the present status of these techniques as applicable to their own fields. In Chapter 5 especially, a theory of tensor normal distributions, which is a basic in statistical inference, is developed, and multi-way regression, classification, clustering, and principal component analysis are exemplified under tensor normal distributions. Chapter 6 treats one-sided tests under matrix variate and tensor variate normal distributions, whose theory under multivariate normal distributions has been a popular topic in statistics since the books of Barlow et al. (1972) and Robertson et al. (1988). Chapters 1, 5, and 6 distinguish this book from ordinary engineering books on these topics. |
| 521 ## - TARGET AUDIENCE NOTE |
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| Target audience note |
All. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Mathematical statistics. |
|
|---|
| Topical term or geographic name entry element |
Calculus of tensors. |
|
|---|
| Topical term or geographic name entry element |
MATHEMATICS / Applied. |
|
|---|
| Topical term or geographic name entry element |
MATHEMATICS / Probability & Statistics / General. |
|
|---|
| Topical term or geographic name entry element |
Calculus of tensors. |
|
|---|
| Topical term or geographic name entry element |
Mathematical statistics. |
| 852 ## - LOCATION |
|---|
| Piece designation |
58087 |
| -- |
6376.70 |
| Classification part |
519.5 SAK-A |
| -- |
Book World International |
| Sublocation or collection |
Ground Floor |
| Former shelving location |
Books |
| Copy number |
1 |
| Piece physical condition |
1-New |
| Location |
JZL-CUI |
