Fetching the paper…
Reading the bibliography…
This survey covers state-of-the-art Bayesian techniques for the estimation of mixtures.
Role conflict and personality
Stouffer, S. and Toby, J. (1951) · 1951
Earlier work this paper cites.
An Introduction to Probability Theory and its Applications
Feller, W. (1970) · 1970
Earlier work this paper cites.
Maximum likelihood from incomplete data via the EM algorithm (with discussion)
Dempster, A., Laird, N., and Rubin, D. (1977) · 1977
Earlier work this paper cites.
The calculation of posterior distributions by data augmentation
Tanner, M. and Wong, W. (1987) · 1987
Earlier work this paper cites.
Bayesian estimation of finite mixture distributions, Part i: Theoretical aspects
Diebolt, J. and Robert, C. (1990) · 1990
Earlier work this paper cites.
A Bayesian method for classification and discrimination
Lavine, M. and West, M. (1992) · 1992
Earlier work this paper cites.
Bayesian analysis of outliers problems using the Gibbs sampler
Verdinelli, I. and Wasserman, L. (1992) · 1992
Earlier work this paper cites.
Estimation of finite mixture distributions by Bayesian sampling
Diebolt, J. and Robert, C. (1994) · 1994
Earlier work this paper cites.
Bayesian model choice: asymptotics and exact calculations
Gelfand, A. and Dey, D. (1994) · 1994
Earlier work this paper cites.
Marginal likelihood from the Gibbs output
Chib, S. (1995) · 1995
Earlier work this paper cites.
Bayesian prediction and density estimation
Escobar, M. and West, M. (1995) · 1995
Earlier work this paper cites.
Bayes factors
Kass, R. and Raftery, A. (1995) · 1995
Earlier work this paper cites.
Testing for mixtures: A Bayesian entropic approach (with discussion)
Mengersen, K. and Robert, C. (1996) · 1996
Earlier work this paper cites.
On Bayesian analysis of mixtures with an unknown number of components (with discussion)
Richardson, S. and Green, P. (1997) · 1997
Earlier work this paper cites.
Practical Bayesian density estimation using mixtures of normals
Roeder, K. and Wasserman, L. (1997) · 1997
Earlier work this paper cites.
Bayesian Methods for Mixtures of Normal Distributions
Stephens, M. (1997) · 1997
Earlier work this paper cites.
Model choice in generalized linear models: a Bayesian approach via Kullback–Leibler projections
Goutis, C. and Robert, C. (1998) · 1998
Cited alongside, same era.
Reparameterisation strategies for hidden Markov models and Bayesian approaches to maximum likelihood estimation
Robert, C. and Titterington, M. (1998) · 1998
Cited alongside, same era.
Erroneous results in “Marginal likelihood from the Gibbs output”
Neal, R. (1999) · 1999
Cited alongside, same era.
Computational and inferential difficulties with mixtures posterior distribution
Celeux, G., Hurn, M., and Robert, C. (2000) · 2000
Cited alongside, same era.
Finite Mixture Models
MacLachlan, G. and Peel, D. (2000) · 2000
Cited alongside, same era.
Latent class analysis
Magidson, J. and Vermunt, J. (2000) · 2000
Cited alongside, same era.
A theory of statistical models for Monte Carlo integration
Kong, A., McCullagh, P., Meng, X.-L., Nicolae, D., and Tan, Z. (2003) · 2003
Later among the works it cites.
A default Bayesian test for the number of components in a mixture
Moreno, E. and Liseo, B. (2003) · 2003
Later among the works it cites.
A fast distance based approach for determining the number of components in mixtures
Sahu, S. and Cheng, R. (2003) · 2003
Later among the works it cites.
Mixture models, latent variables and partitioned importance sampling
Casella, G., Robert, C., and Wells, M. (2004) · 2004
Later among the works it cites.
Estimating marginal likelihoods for mixture and Markov switching models using bridge sampling techniques
Frühwirth-Schnatter, S. (2004) · 2004
Later among the works it cites.
Monte Carlo Statistical Methods
Robert, C. and Casella, G. (2004) · 2004
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Bayesian analysis of mixture models with an unknown number of components—an alternative to reversible jump methods
Stephens, M. (2000) · 2000
Cited alongside, same era.
Asymptotic inference for mixture models using data dependent priors
Wasserman, L. (2000) · 2000
Cited alongside, same era.
Marginal likelihood from the Metropolis–Hastings output
Chib, S. and Jeliazkov, I. (2001) · 2001
Cited alongside, same era.
Real-parameter evolutionary Monte Carlo with applications to Bayesian mixture models
Liang, F. and Wong, W. (2001) · 2001
Cited alongside, same era.
The Bayesian Choice
Robert, C. (2001) · 2001
Cited alongside, same era.
Expected-posterior prior distributions for model selection
Pérez, J. and Berger, J. (2002) · 2002
Cited alongside, same era.
Later among the works it cites.
Direct simulation for discrete mixture distributions
Fearnhead, P. (2005) · 2005
Later among the works it cites.
Bayesian modelling and inference on mixtures of distributions
Marin, J.-M., Mengersen, K., and Robert, C. (2005) · 2005
Later among the works it cites.
Finite Mixture and Markov Switching Models
Frühwirth-Schnatter, S. (2006) · 2006
Later among the works it cites.
Aerosol formation over the Boreal forest in Hyytiälä, Finland: monthly frequency and annual cycles - the roles of air mass characteristics and synoptic scale meteorology
Nilsson, E. D. and Kulmala, M. (2006) · 2006
Later among the works it cites.
Nested sampling for general Bayesian computation
Skilling, J. (2006) · 2006
Later among the works it cites.
Computing normalizing constants for finite mixture models via incremental mixture importance sampling (IMIS)
Steele, R., Raftery, A., and Emond, M. (2006) · 2006
Later among the works it cites.
Contemplating evidence: properties, extensions of, and alternatives to nested sampling
Chopin, N. and Robert, C. (2007) · 2007
Later among the works it cites.
Interpretation and inference in mixture models: Simple MCMC works
Geweke, J. (2007) · 2007
Later among the works it cites.
Bayesian Core
Marin, J.-M. and Robert, C. (2007) · 2007
Later among the works it cites.
On variance stabilisation by double Rao-Blackwellisation
Iacobucci, A., Marin, J.-M., and Robert, C. (2008) · 2008
Closest in time.