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Digitale Medien

Fitting an extended INDSCAL model to three-way proximity data (1995)

Carroll, J. Douglas ; Winsberg, Suzanne

Springer

Journal of classification 12 (1995), S. 57-71

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Details

ISSN: 1432-1343

Schlagwort(e): Weighted Euclidean model ; INDSCAL ; Multidimensional scaling ; Specificities ; Monotone splines

Quelle: Springer Online Journal Archives 1860-2000

Thema: Mathematik

Notizen: Abstract The INDSCAL individual differences scaling model is extended by assuming dimensions specific to each stimulus or other object, as well as dimensions common to all stimuli or objects. An “alternating maximum likelihood” procedure is used to seek maximum likelihood estimates of all parameters of this EXSCAL (Extended INDSCAL) model, including parameters of monotone splines assumed in a “quasi-nonmetric” approach. The rationale for and numerical details of this approach are described and discussed, and the resulting EXSCAL method is illustrated on some data on perception of musical timbres.

Materialart: Digitale Medien

URL: http://dx.doi.org/10.1007/BF01202267

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