Adapting the formal to the substantive: Constrained Tucker3-HICLAS

Journal of Classification

Volumn 21, Issue 1, 2004, Pages 19-50

  Ceulemans, Eva ^a,b   Van Mechelen, Iven ^a   Kuppens, Peter ^a  

^a UNIVERSITY OF LEUVEN   (Belgium)

^b Department of Psychology ^*  (Belgium)

Author keywords

Binary data; Constraints; Hierarchical classes analysis; Three way three mode data

Indexed keywords

EID: 3042575104     PISSN: 01764268     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00357-004-0004-1     Document Type: Article

References (35)

1. ALLAN, S., and GILBERT, P. (2002), "Anger and Anger Expression in Relation to Perceptions of Social Rank, Entrapment and Depressive Symptoms," Personality and Individual Differences, 32, 551-566.
2. BABAD, E. Y., and WALLBOTT, H. G. (1986), "The Effects of Social Factors on Emotional Reactions." In K. R. Scherer, H. G. Wallbott, and A. B. Summerfeld (Eds.), Experiencing Emotion: A Cross-cultural Study (pp. 154-172). New York: Cambridge University Press.
3. BEM, D. (1983), "Constructing a Theory of the Triple Typology: Some (Second) Thoughts on Nomothetic and Idiographic Approaches to Personality," Journal of Personality, 53, 187-205.
4. BONGARD, S., and AL'ABSI, M. (2003), "Domain-specific Anger Expression Assessment and Blood Pressure During Rest and Acute Stress", Personality and Individual Differences, 34, 1383-1402.
5. BRO, R. (1998), Multi-way Analysis in the Food Industry, Unpublished doctoral dissertation, University of Amsterdam.
6. BRO, R., and DE JONG, S. (1997), "A Fast Non-negativity-constrained Least Squares Algorithm," Journal of Chemometrics, 11, 393-401.
7. BRO, R., and SIDIROPOULOS, N. D. (1998), "Least Squares Algorithms Under Unimodality and Non-negativity Constraints," Journal of Chemometrics, 12, 223-247.
8. CEULEMANS, E., and VAN MECHELEN, I. (in press), "Tucker Hierarchical Classes Analysis," Psychometrika.
9. CEULEMANS, E., VAN MECHELEN, I., and LEENEN, I. (2003), "Tucker3 Hierarchical Classes Analysis," Psychometrika, 68, 413-433.
10. CHATURVEDI, A., and CARROLL, J. D. (1994), "An Alternating Combinatorial Optimization Approach to Fitting the INDCLUS and Generalized INDCLUS Models," Journal of Classification, 11, 155-170.
11. DE BOECK, P., and ROSENBERG, S. (1988), "Hierarchical Classes: Model and Data Analysis," Psychometrika, 53, 361-381.
12. ELLIOT, A. J., and TRASH, T. M. (2002), "Approach-avoidance Motivation in Personality: Approach and Avoidance Temperaments and Goals," Journal of Personality and Social Psychology, 82, 804-818.
13. FUNKENSTEIN, D. H., KING, S. H., and DROLETTE, M. (1954), "The Direction of Anger During a Laboratory Stress-inducing Situation," Psychosomatic Medecine, 16, 404-413.
14. GATI, I., and TVERSKY, A. (1982), "Representations of Qualitative and Quantitative Dimensions," Journal of Experimental Psychology, 8, 325-340.
15. GUTTMAN, L. (1944), "A Basis for Scaling Qualitative Data," American Sociological Review, 9, 139-150.
16. KIERS, H. A. L. (1992), "Tuckals Core Rotations and Constrained Tuckals Modelling," Statistica Applicata, 4, 659-667.
17. KIERS, H. A. L., and SMILDE, A. K. (1998), "Constrained Three-mode Factor Analysis as a Tool for Parameter Estimation with Second-order Instrumental Data," Journal of Chemometrics, 12, 125-147.
18. KIERS, H. A. L., TEN BERGE, J. M. F., and ROCCI, R. (1997), "Uniqueness of Three-mode Factor Models with Sparse Cores: The 3 * 3 * 3 Case," Psychometrika, 62, 349-374.
19. KROONENBERG, P. M. (1983), Three-mode Principal Component Analysis: Theory and Applications, Leiden: DSWO.
20. KROONENBERG, P. M., and DE LEEUW, J. (1980), "Principal Component Analysis of Three-mode Data by Means of Alternating Least Squares Algorithms," Psychometrika, 45, 69-97.
21. KUPPENS, P., VAN MECHELEN, I., and MEULDERS, M. (2003), Every Cloud has a Silver Lining; An Analysis of Situational and Personality Determinants of Anger-related Behavior, Manuscript submitted for publication.
22. KUPPENS, P., VAN MECHELEN, I., SMITS, D. J. M., DE BOECK, P., and CEULEMANS, E. (2003), Individual Differences in Appraisal and Emotion: The Case of Anger and Irritation, Manuscript submitted for publication.
23. LEENEN, I., and VAN MECHELEN, I. (1998), "A Branch-and-bound Algorithm for Boolean Regression." In I. Balderjahn, R. Mathar, and M. Schader (Eds.), Data Highways and Information Flooding, a Challenge for Classification and Data Analysis (pp. 164-171). Berlin, Germany: Springer-Verlag.
24. LEENEN, I., VAN MECHELEN, I., and DE BOECK, P. (2001), "Models for Ordinal Hierarchical Classes Analysis," Psychometrika, 66, 389-404.
25. LEENEN, I., VAN MECHELEN, I., DE BOECK, P., and ROSENBERG, S. (1999), "INDCLAS: A Three-way Hierarchical Classes Model," Psychometrika, 64, 9-24.
26. LINDEN, W., HOGAN, B. E., RUTLEDGE, T., CHAWLA, A., LENZ, J., and LEUNG, D. (2003), "There Is More to Anger Coping Than "In" or "Out"", Emotion, 3, 12-29.
27. REALO, A., KOIDO, K., CEULEMANS, E., and ALLIK, J. (2002), "Three Components of Individualism," European Journal of Personality, 16, 163-184.
28. SMILDE, A. K., and KIERS, H. A. L. (1999), "Multiway Covariates Regression Models," Journal of Chemometrics, 13, 31-48.
29. SPIELBERGER, C. D., JOHNSON, E. H., RUSSELL, S. F., CRANE, J. C., JACOBS, G. A., and WORDEN, T. J. (1985), "The Experience and Expression of Anger: Construction and Validation of an Anger Expression Scale," In M. A. Chesney and R. H. Rosenman (Eds.), Anger and Hostility in Cardiovascular and Behavioral Disorders (pp. 5-30). New York: Hemisphere.
30. TIMMERMAN, M. E., and KIERS, H. A. L. (2002), "Three-way Component Analysis with Smoothness Constraints," Computational Statistics and Data Analysis, 40, 447-470.
31. TUCKER, L. R. (1966), "Some Mathematical Notes on Three-mode Factor Analysis," Psychometrika, 31, 219-311.
32. VAN MECHELEN, I., and DE BOECK, P. (1989), "Implicit Taxonomy in Psychiatric Diagnosis: A Case Study," Journal of Social and Clinical Psychology, 8, 276-287.
33. VAN MECHELEN, I., and DE BOECK, P. (1990), "Projection of a Binary Criterion into a Model of Hierarchical Classes," Psychometrika, 55, 677-694.
34. VAN MECHELEN, I., DE BOECK, P., and ROSENBERG, S. (1995), "The Conjunctive Model of Hierarchical Classes," Psychometrika, 60, 505-521.
35. VANSTEELANDT, K., and VAN MECHELEN, I. (1998), "Individual Differences in Situation-behavior Profiles: A Triple Typology Model," Journal of Personality and Social Psychology, 75, 751-765.