Bayesian latent variable models with applications

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Summary

This thesis explores the use of latent variable models in a number of different settings employing Bayesian methods for inference using latent variable model to perform simultaneous clustering and latent structure analysis of multivariate data.

Type
dissertation
Published
2013-06-01
Cited by
1
References
145
Access
Open access

Keywords

Latent class model, Latent variable, Local independence, Probabilistic latent semantic analysis, Latent variable model

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