Nonmetric individual differences multidimensional scaling: An alternating least squares method with optimal scaling features. (English) Zbl 0354.92048

Takane, Yoshio; Young, Forrest W.; De Leeuw, Jan

Psychometrika 42, 7-67 (1977).

MSC:

91E99	Mathematical psychology
62P15	Applications of statistics to psychology

Software:

KYST

References:

[1]	Bloxom, B.Individual differences in multidimensional scaling (Research Bulletin 68-45). Princeton, N. J.: Educational Testing Service, 1968.
[2]	Carroll, J. D. & Chang, J. J.IDIOSCAL (Individual Differences in Orientation Scaling). Paper presented at the Spring meeting of the Psychometric Society, Princeton, N. J., April, 1972.
[3]	Carroll, J. D. & Chang, J. J.Some methodological advances in INDSCAL. Paper presented at the Spring meeting of the Psychometric Society, Stanford, California, April, 1974.
[4]	de Leeuw, J.Canonical discriminant analysis of relational data (Research Bulletin RB004-75). Leiden, The Netherlands: Datatheorie, University of Leiden, 1975.
[5]	de Leeuw, J.An initial estimate for INDSCAL. Unpublished note, 1974.
[6]	de Leeuw, J.The positive orthant method for nonmetric multidimensional scaling (Research Note RN 001-70). Leiden, TheN etherlands: Datatheorie, University of Leiden, 1970.
[7]	de Leeuw, J. & Pruzansky,Ŝ.A new computational method to fit the weighted Euclidean model (SUMSCAL). Unpublished notes, Bell Laboratories, 1975.
[8]	Gill, P. E. & Murray, W.Two methods for the solution of linearly constrained and unconstrained optimization problems (NPL Report NAC 25). Teddington, England: National Physics Laboratory, November, 1972.
[9]	Guttman, L.Smallest space analysis by the absolute value principle. Paper presented at the symposium on ”Theory and practice of measurement” at the Nineteenth International Congress of Psychology, London, 1969.
[10]	Harshman, R. A.Foundations of the PARAFAC procedure: Models and conditions for an explanatory multi-modal factor analysis (Working Papers in Phonetics No. 16). Los Angeles: University of California, 1970.
[11]	Horst, P.The prediction of personal adjustment (Bulletin 48). New York: The Social Science Research Council, 1941.
[12]	Jacobowitz, D.The acquisition of semantic structures. Unpublished doctoral dissertation, University of North Carolina, 1975.
[13]	Jones, L. E. & Wadington, J.Sensitivity of INDSCAL to simulated individual differences in dimension usage patterns and judgmental error. Paper delivered at the Spring meeting of the Psychometric Society, Chicago, April, 1973.
[14]	Kruskal, J. B., Young, F. W., & Seery, J. B.How to use KYST, a very flexible program to do multidimensional scaling and unfolding. Unpublished manuscript, Bell Laboratories, 1973.
[15]	Obenchain, R.Squared distance scaling as an alternative to principal components analysis. Unpublished notes, Bell Laboratories, 1971.
[16]	Roskam, E. E.Data theory and algorithms for nonmetric scaling (parts 1 and 2). Unpublished manuscript, Catholic University, Nijmegen, The Netherlands, 1969.
[17]	Yates, A.Nonmetric individual-differences multidimensional scaling with balanced least squares monotone regression. Paper presented at the Spring meeting of Psychometric Society, Princeton, N. J., April, 1972.
[18]	Young, F. W.Polynomial conjoint analysis: Some second order partial derivatives (L. L. Thurstone Psychometric Laboratory Report, No. 108). Chapel Hill, North Carolina: The L. L. Thurstone Psychometric Laboratory, July, 1972.