Constrained Latent Class Analysis: Simultaneous Classification and Scaling of Discrete Choice Data.

Bockenholt, Ulf; Bockenholt, Ingo

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Peer reviewed

ERIC Number: EJ443859

Record Type: Journal

Publication Date: 1991

Pages: N/A

Abstractor: N/A

ISBN: N/A

ISSN: ISSN-0033-3123

EISSN: N/A

Constrained Latent Class Analysis: Simultaneous Classification and Scaling of Discrete Choice Data.

Bockenholt, Ulf; Bockenholt, Ingo

Psychometrika, v56 n4 p699-716 Dec 1991

A reparameterization of a latent class model is presented to classify and scale nomial and ordered categorical choice data simultaneously. The model extension represents a nonhomogeneous population as a mixture of homogeneous subpopulations. Simulated data and data from a magazine preference survey of 347 college students illustrate the model. (SLD)

Descriptors: Algorithms, Classification, College Students, Computer Simulation, Equations (Mathematics), Estimation (Mathematics), Higher Education, Individual Differences, Mathematical Models, Multidimensional Scaling

Publication Type: Journal Articles; Reports - Evaluative

Education Level: N/A

Audience: N/A

Language: English

Sponsor: N/A

Authoring Institution: N/A

Grant or Contract Numbers: N/A

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