Data Quality,Level of Aggregation,and Nonmetric Multidimensional Scaling Solutions

Anderson Andy B. “The Effect of Aggregation on Nonmetric Multidimensional Scaling Solutions,” Multivariate Behavioral Research, 5 (July 1970), 369–73.

Anderson Andy B. “Brief Report: Additional Data on Distortion Due to Aggregation in Nonmetric Multidimensional Scaling,” Multivariate Behavioral Research, 8 (October 1973), 519–22.

Carroll J. D. and Chang J. J. “Relating Preference Data to Multidimensional Scaling Solutions Via a Generalization of Coombs’ Unfolding Model.” Murray Hill, N.J.: Bell Telephone Laboratories, 1967 (mimeographed).

Deutscher Terry , “The Measurement of Change in Attitude Structure Through Analysis of Perceptual and Preference Maps.” Unpublished Ph.D. dissertation, Stanford University, 1974.

Green Paul E. and Carmone Frank J. , Multidimensional Scaling and Related Techniques in Marketing Analysis. Boston, Massachusetts: Allyn and Bacon, Inc., 1970.

Isaac Paul D. and Poor David D. S. “On the Determination of Appropriate Dimensionality in Data with Error,” Psychometrika, 39 (March 1974), 91–109.

Johnson S. C. “Hierarchical Clustering Schemes,” Psychometrika, 32 (Sept. 1967), 241–54.

Klahr David . “A Monte Carlo Investigation of the Statistical Significance of Kruskal's Nonmetric Scaling Procedure,” Psychometrika, 34 (Fall 1969), 319–33.

Kruskal J. B. “Multidimensional Scaling by Optimizing Goodness of Fit to a Nonmetric Hypothesis,” Psychometrika, 29 (March 1964), 1–27.

Kruskal J. B. “Nonmetric Multidimensional Scaling: A Numerical Method,” Psychometrika, 29 (June 1964), 115–29.

Ryans Adrian B. “Estimating Consumer Preferences for a New Durable Brand at a Given Price in an Established Product Class—The Development of a Model and an Experimental Test.” Unpublished Ph.D. dissertation, Stanford University, 1973.

Sherman Charles R. “Nonmetric Multidimensional Scaling: A Monte Carlo Study of the Basic Parameters,” Psychometrika, 37 (Sept. 1972), 323–55.

Spence Ian . “An Aid to the Estimation of Dimensionality in Nonmetric Multidimensional Scaling.” Unpublished working paper, University of Western Ontario, 1972.

Spence Ian and Graef Jed . “The Determination of the Underlying Dimensionality of an Empirically Obtained Matrix of Proximities,” Multivariate Behavioral Research, 9 (July 1974), 331–41.

Tucker L. R. and Messick S. , “An Individual Differences Model for Multidimensional Scaling,” Psychometrika, 28 (Dec. 1963), 333–67.

Wagenaar W. A. and Padmos P. “Quantitative Interpretation of Stress in Kruskal's Multidimensional Scaling Technique,” British Journal of Mathematical and Statistical Psychology, 24 (May 1971), 101–10.

Weksel William and Ware Edward E. “The Reliability and Consistency of Complex Personality Judgments,” Multivariate Behavioral Research, 2 (October 1967), 537–41.

Young Forrest W. “Nonmetric Multidimensional Scaling: Recovery of Metric Information,” Psychometrika, 35 (Dec. 1970), 455–73.