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020 _a9789819748723
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024 7 _a10.1007/978-981-97-4872-3
_2doi
050 4 _aQA276.4-.45
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072 7 _aUFM
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072 7 _aCOM077000
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100 1 _aOkada, Akinori.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_988791
245 1 0 _aApplied Multidimensional Scaling of Asymmetric Relationships
_h[electronic resource] /
_cby Akinori Okada, Tadashi Imaizumi.
250 _a1st ed. 2024.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2024.
300 _aXIII, 193 p. 81 illus., 23 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aBehaviormetrics: Quantitative Approaches to Human Behavior,
_x2524-4035 ;
_v19
505 0 _aIntroduction -- Representing asymmetric relationships by symmetric multidimensional scaling -- Representing asymmetric relationships by asymmetric multidimensional scaling -- Applications of asymmetric multidimensional scaling -- Remarks: Rescaling, degeneration, local minimum, and initial configuration.
520 _aThis is the first book that focusses the attention on applying asymmetric multidimensional scaling (MDS) and describes how to apply it in a practical manner. The book provides the know-how for prominent methods of asymmetric MDS: analysis of asymmetric relationships and the efficient use of programs of asymmetric MDS based on a distance model. These features will facilitate the work of researchers and enlighten students in disciplines such as statistics, psychology, sociology, education, marketing science, medicine, education, and other fields. Support is provided for practitioners in these areas who are, for instance, developing new products or services, investigating dominance relationships among brands or products, researching the use of antibiotics against resistance bacteria, and developing items for tests. This informative book demonstrates the analyses of data from diverse areas to show how asymmetric relationships are prevalent in real-world relationships and helps readers grasp the meanings and implications of those relationships. The results of the analyses illustrate the importance of analyzing asymmetric relationships that cannot be perceived by analysis using traditional methods, which ignore asymmetry in the data. .
650 0 _aMathematical statistics
_xData processing.
_964750
650 0 _aStatistics .
_965982
650 0 _aStatistics.
_965982
650 0 _aPsychometrics.
_963358
650 0 _aMarketing.
_9521
650 0 _aSocial sciences
_xData processing.
_965741
650 1 4 _aStatistics and Computing.
_966446
650 2 4 _aApplied Statistics.
_965986
650 2 4 _aStatistical Theory and Methods.
650 2 4 _aPsychometrics.
_963358
650 2 4 _aMarketing.
_9521
650 2 4 _aComputer Application in Social and Behavioral Sciences.
_965743
700 1 _aImaizumi, Tadashi.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_988792
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9789819748716
776 0 8 _iPrinted edition:
_z9789819748730
776 0 8 _iPrinted edition:
_z9789819748747
830 0 _aBehaviormetrics: Quantitative Approaches to Human Behavior,
_x2524-4035 ;
_v19
_976067
856 4 0 _uhttps://doi.org/10.1007/978-981-97-4872-3
912 _aZDB-2-SMA
912 _aZDB-2-SXMS
999 _c65629
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