國立高雄大學圖資館 |

Language: English

Back

Advanced studies in behaviormetrics ...

Imaizumi, Tadashi.

Advanced studies in behaviormetrics and data scienceessays in honor of Akinori Okada /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Advanced studies in behaviormetrics and data scienceedited by Tadashi Imaizumi, Atsuho Nakayama, Satoru Yokoyama.
Reminder of title:	essays in honor of Akinori Okada /
other author:	Imaizumi, Tadashi.
Published:	Singapore :Springer Singapore :2020.
Description:	xv, 472 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Mathematical statistics.
Online resource:	https://doi.org/10.1007/978-981-15-2700-5
ISBN:	9789811527005$q(electronic bk.)

Advanced studies in behaviormetrics and data scienceessays in honor of Akinori Okada /
Advanced studies in behaviormetrics and data scienceessays in honor of Akinori Okada /[electronic resource] :edited by Tadashi Imaizumi, Atsuho Nakayama, Satoru Yokoyama. - Singapore :Springer Singapore :2020. - xv, 472 p. :ill., digital ;24 cm. - Behaviormetrics: quantitative approaches to human behavior,v.52524-4027 ;. - Behaviormetrics: quantitative approaches to human behavior ;v.5..

Co-clustering for object by variable data matrices -- How to use the Hermitian Form Model for asymmetric MDS -- Asymmetric scaling models for square contingency tables: points, circles, arrows, and odds ratios -- Comparing partitions of the Petersen graph -- Minkowski distances and standardisation for clustering and classification on high dimensional data.

This book focuses on the latest developments in behaviormetrics and data science, covering a wide range of topics in data analysis and related areas of data science, including analysis of complex data, analysis of qualitative data, methods for high-dimensional data, dimensionality reduction, visualization of such data, multivariate statistical methods, analysis of asymmetric relational data, and various applications to real data. In addition to theoretical and methodological results, it also shows how to apply the proposed methods to a variety of problems, for example in consumer behavior, decision making, marketing data, and social network structures. Moreover, it discuses methodological aspects and applications in a wide range of areas, such as behaviormetrics; behavioral science; psychology; and marketing, management and social sciences. Combining methodological advances with real-world applications collected from a variety of research fields, the book is a valuable resource for researchers and practitioners, as well as for applied statisticians and data analysts.

ISBN: 9789811527005$q(electronic bk.)

Standard No.: 10.1007/978-981-15-2700-5doiSubjects--Topical Terms:

181877
Mathematical statistics.

LC Class. No.: QA276 / .A383 2020

Dewey Class. No.: 519.5

Advanced studies in behaviormetrics and data scienceessays in honor of Akinori Okada /
LDR:02585nmm a2200337 a 4500 001 572091
003 DE-He213
005 20200818172001.0
006 m d
007 cr nn 008maaau
008 200922s2020 si s 0 eng d
020 $a 9789811527005$q(electronic bk.)
020 $a 9789811526992$q(paper)
024 7 $a 10.1007/978-981-15-2700-5 $2 doi
035 $a 978-981-15-2700-5
040 $a GP $c GP
041 0 $a eng
050 4 $a QA276 $b .A383 2020
072 7 $a JHBC $2 bicssc
072 7 $a SOC027000 $2 bisacsh
072 7 $a JHBC $2 thema
082 0 4 $a 519.5 $2 23
090 $a QA276 $b .A244 2020
245 0 0 $a Advanced studies in behaviormetrics and data science $h [electronic resource] : $b essays in honor of Akinori Okada / $c edited by Tadashi Imaizumi, Atsuho Nakayama, Satoru Yokoyama.
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2020.
300 $a xv, 472 p. : $b ill., digital ; $c 24 cm.
490 1 $a Behaviormetrics: quantitative approaches to human behavior, $x 2524-4027 ; $v v.5
505 0 $a Co-clustering for object by variable data matrices -- How to use the Hermitian Form Model for asymmetric MDS -- Asymmetric scaling models for square contingency tables: points, circles, arrows, and odds ratios -- Comparing partitions of the Petersen graph -- Minkowski distances and standardisation for clustering and classification on high dimensional data.
520 $a This book focuses on the latest developments in behaviormetrics and data science, covering a wide range of topics in data analysis and related areas of data science, including analysis of complex data, analysis of qualitative data, methods for high-dimensional data, dimensionality reduction, visualization of such data, multivariate statistical methods, analysis of asymmetric relational data, and various applications to real data. In addition to theoretical and methodological results, it also shows how to apply the proposed methods to a variety of problems, for example in consumer behavior, decision making, marketing data, and social network structures. Moreover, it discuses methodological aspects and applications in a wide range of areas, such as behaviormetrics; behavioral science; psychology; and marketing, management and social sciences. Combining methodological advances with real-world applications collected from a variety of research fields, the book is a valuable resource for researchers and practitioners, as well as for applied statisticians and data analysts.
650 0 $a Mathematical statistics. $3 181877
650 1 4 $a Statistics for Social Sciences, Humanities, Law. $3 825904
650 2 4 $a Statistical Theory and Methods. $3 274054
650 2 4 $a Consumer Behavior. $3 772804
650 2 4 $a Visualization. $3 182994
650 2 4 $a Methodology of the Social Sciences. $3 275266
650 2 4 $a Psychometrics. $3 182715
700 1 $a Imaizumi, Tadashi. $3 858991
700 1 $a Nakayama, Atsuho. $3 858992
700 1 $a Yokoyama, Satoru. $3 858993
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
830 0 $a Behaviormetrics: quantitative approaches to human behavior ; $v v.5. $3 858994
856 4 0 $u https://doi.org/10.1007/978-981-15-2700-5
950 $a Mathematics and Statistics (Springer-11649)