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On Bayesian Data Analysis
Rousseau, Judith; Robert, Christian P. - Université Paris-Dauphine (Paris IX) - 2010
This introduction to Bayesian statistics presents the main concepts as well as the principal reasons advocated in favour of a Bayesian modelling. We cover the various approaches to prior determination as well as the basis asymptotic arguments in favour of using Bayes estimators. The testing...
Persistent link: https://www.econbiz.de/10010708281
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Rates of convergence for a Bayesian level set estimation
Gayraud, Ghislaine; Rousseau, Judith - 2003
Persistent link: https://www.econbiz.de/10001771885
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Nonparametric Bayesian estimation of level sets
Gayraud, Ghislaine; Rousseau, Judith - 2002
Persistent link: https://www.econbiz.de/10001660111
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A mixture approach to Bayesian goodness of fit
Robert, Christian P.; Rousseau, Judith - 2002
Persistent link: https://www.econbiz.de/10001669706
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Laplace expansions in MCMC algorithms for latent variable models
Guihenneuc, C.; Rousseau, Judith - 2002
Persistent link: https://www.econbiz.de/10001669709
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On Bayesian data analysis
Robert, Christian P.; Rousseau, Judith - 2010
Persistent link: https://www.econbiz.de/10009405974
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Bayesian inference
Marin, Jean-Michel; Robert, Christian P.; Rousseau, Judith - 2010
Persistent link: https://www.econbiz.de/10009405975
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Bayesian nonparametric estimation of the spectral density of a long or intermediate memory Gaussian process
Chopin, Nicolas; Liseo, B.; Rousseau, Judith - 2010
Persistent link: https://www.econbiz.de/10009406558
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Bayesian optimal adaptive estimation using a sieve prior
Arbel, Julyan; Gayraud, Ghislaine; Rousseau, Judith - 2013
Persistent link: https://www.econbiz.de/10010342727
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Nonasymptotic bounds for Bayesian order identification with application to mixtures
Chambaz, Antoine; Rousseau, Judith - 2005
Persistent link: https://www.econbiz.de/10003324650