Mixture models of categorization

DOI10.1006/jmps.2001.1379zbMath1137.62412OpenAlexW2040137591MaRDI QIDQ696946

Yves Rosseel

Publication date: 12 September 2002

Published in: Journal of Mathematical Psychology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1006/jmps.2001.1379

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Applications of statistics to psychology (62P15)

Related Items (4)

Prototypes, exemplars and the response scaling parameter: a Bayes factor perspective ⋮ Computational models inform clinical science and assessment: an application to category learning in striatal-damaged patients ⋮ Categorization with limited resources: A family of simple heuristics ⋮ A Categorical Model of Cognition and Biased Decision Making

Cites Work

• Relations between prototype, exemplar, and decision bound models of categorization
• Maximum entropy interpretation of decision bound and context models of categorization
• Testing for the number of components in a mixture of normal distributions using moment estimators
• Categorization as probability density estimation
• Model-Based Gaussian and Non-Gaussian Clustering
• Least squares quantization in PCM
• On Estimation of a Probability Density Function and Mode
• A new look at the statistical model identification
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