Iwin Leenen

Contact information

Publications

Group by: Type / Year & Type

International journal articles

• Ceulemans, E., Van Mechelen, I., & Leenen, I. (2003). Tucker3 hierarchical classes analysis. Psychometrika, 68, 413-433. doi:10.1007/BF02294735
• Ceulemans, E., Van Mechelen, I., & Leenen, I. (2007). The local minima problem in hierarchical classes analysis: An evaluation of a simulated annealing algorithm and various multistart procedures. Psychometrika, 72, 377-391. doi:10.1007/s11336-007-9000-9
• Gelman, A., Leenen, I., Van Mechelen, I., De Boeck, P., & Poblome, J. (2010). Bridges between deterministic and probabilistic models for binary data. Statistical Methodology, 7, 187-209. doi:10.1016/j.stamet.2009.08.005
• Leenen, I., & Ceulemans, E. (2009). Three-way hierarchical classes: A comparison of the INDCLAS and Tucker3-HICLAS models. Applied Multivariate Research, 13, 43-76.
• Leenen, I., & Van Mechelen, I. (2001). An evaluation of two algorithms for hierarchical classes analysis. Journal of Classification, 18, 57-80. doi:10.1007/s00357-001-0005-2
• Leenen, I., & Van Mechelen, I. (2004). A conjunctive parallelogram model for pick any/n data. Psychometrika, 69, 401-420. doi:10.1007/BF02295643
• Leenen, I., Van Mechelen, I., & De Boeck, P. (1999). A generic disjunctive/conjunctive decomposition model for n-ary relations. Journal of Mathematical Psychology, 43, 102-122. doi:10.1006/jmps.1998.1226
• Leenen, I., Van Mechelen, I., & De Boeck, P. (2001). Models for ordinal hierarchical classes analysis. Psychometrika, 66, 389-404. doi:10.1007/BF02294441
• Leenen, I., Van Mechelen, I., De Boeck, P., & Rosenberg, S. (1999). INDCLAS: A three-way hierarchical classes model. Psychometrika, 64, 9-24. doi:10.1007/BF02294316
• Leenen, I., Van Mechelen, I., & Gelman, A. (2000). Bayesian probabilistic extensions of a deterministic classification model. Computational Statistics, 15, 355-371. doi:10.1007/s001800000039
• Leenen, I., Van Mechelen, I., Gelman, A., & De Knop, S. (2008). Bayesian hierarchical classes analysis. Psychometrika, 73, 39-64. doi:10.1007/s11336-007-9038-8

Chapters in books

• Leenen, I., & Van Mechelen, I. (1998). A branch-and-bound algorithm for Boolean regression. In I. Balderjahn, R. Mathar, & M. Schader (Eds.), Classification, data analysis, and data highways (pp. 164-171). Berlin: Springer.
• Van Mechelen, I., & Leenen, I. (1998). Predicting a binary criterion variable on the basis of binary predictors: The combination rule analysis approach. In K. C. Klauer & H. Westmeyer (Eds.), Psychologische Methoden und Soziale Prozesse (pp. 136-153). Lengerich, Germany: Pabst Science.