Deviance information criteria for missing data models
Celeux, G., Forbes, F., Robert, C. P., Titterington, D. M.
Published in Bayesian analysis (01.01.2006)
Published in Bayesian analysis (01.01.2006)
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Journal Article
Median-Based Classifiers for High-Dimensional Data
Hall, Peter, Titterington, D. M., Xue, Jing-Hao
Published in Journal of the American Statistical Association (01.12.2009)
Published in Journal of the American Statistical Association (01.12.2009)
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Journal Article
A Bayesian Reassessment of Nearest-Neighbor Classification
Cucala, Lionel, Marin, Jean-Michel, Robert, Christian P., Titterington, D. M.
Published in Journal of the American Statistical Association (01.03.2009)
Published in Journal of the American Statistical Association (01.03.2009)
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Journal Article
Variational Bayes for estimating the parameters of a hidden Potts model
McGrory, C. A., Titterington, D. M., Reeves, R., Pettitt, A. N.
Published in Statistics and computing (01.09.2009)
Published in Statistics and computing (01.09.2009)
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Journal Article
Perfect samplers for mixtures of distributions
Casella, G., Mengersen, K. L., Robert, C. P., Titterington, D. M.
Published in Journal of the Royal Statistical Society. Series B, Statistical methodology (01.01.2002)
Published in Journal of the Royal Statistical Society. Series B, Statistical methodology (01.01.2002)
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Journal Article
Variational approximations in Bayesian model selection for finite mixture distributions
McGrory, C.A., Titterington, D.M.
Published in Computational statistics & data analysis (15.07.2007)
Published in Computational statistics & data analysis (15.07.2007)
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Journal Article
Conference Proceeding
On the adequacy of variational lower bound functions for likelihood-based inference in Markovian models with missing values
Hall, Peter, Humphreys, K., Titterington, D. M.
Published in Journal of the Royal Statistical Society. Series B, Statistical methodology (01.01.2002)
Published in Journal of the Royal Statistical Society. Series B, Statistical methodology (01.01.2002)
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Journal Article
Variational Bayes Estimation of Mixing Coefficients
Wang, Bo, Titterington, D. M.
Published in Deterministic and Statistical Methods in Machine Learning (2005)
Published in Deterministic and Statistical Methods in Machine Learning (2005)
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Book Chapter
Conference Proceeding
VARIATIONAL BAYESIAN ANALYSIS FOR HIDDEN MARKOV MODELS
McGrory, C. A., Titterington, D. M.
Published in Australian & New Zealand journal of statistics (01.06.2009)
Published in Australian & New Zealand journal of statistics (01.06.2009)
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Journal Article