2013

Articles

• Guihenneuc-Jouyaux, Chantal ; Rousseau, Judith ; Nur, Darfiana ; Mengersen, Kerrie ; McVinish, Ross . Recentered Importance Sampling With Applications to Bayesian Model Validation. Journal of Computational and Graphical Statistics. Volume 22. n° 1. 2013. pages 215-228. Taylor&Francis. DOI http://dx.doi.org/10.1080/10618600.2012.681239.

Working Papers

• Rousseau, Judith ; Donnet, Sophie . Bayesian Inference for Partially Observed Branching Processes. Université Paris-Dauphine . 2013 .
• Rousseau, Judith ; Gassiat, Elisabeth . Non parametric finite translation mixtures with dependent regime. Unviersité Paris-Dauphine . 2013 .

2012

Articles

• Rivoirard, Vincent ; Rousseau, Judith . Posterior concentration rates for infinite dimensional exponential families. Bayesian Analysis. Volume 7. n° 2. 2012. pages 311-334. International Society for Bayesian Analysis. DOI http://dx.doi.org/10.1214/12-BA710.
• Lieberman, Offer ; Rosemarin, Roy ; Rousseau, Judith . Asymptotic Theory for Maximum Likelihood Estimation of the Memory Parameter in Stationary Gaussian Processes. Econometric Theory. Volume 28. n° 2. 2012. pages 457-470. Cambridge University Press. DOI http://dx.doi.org/10.1017/S0266466611000399.
• Rousseau, Judith ; Chopin, Nicolas ; Liseo, Brunero . Bayesian nonparametric estimation of the spectral density of a long or intermediate memory Gaussian process. Annals of Statistics. Volume 40. n° 2. 2012. pages 964-995. Institute of Mathematical Statistics. DOI http://dx.doi.org/10.1214/11-AOS955SUPP.
• Rousseau, Judith ; Rosemarin, Roy ; Lieberman, Offer . ASYMPTOTIC THEORY FOR MAXIMUM LIKELIHOOD ESTIMATION OF THE MEMORY PARAMETER IN STATIONARY GAUSSIAN PROCESSES.. Econometric Theory. Volume 28. n° 2. 2012. pages 457-470. Cambridge University Press. DOI http://dx.doi.org/10.1017/S0266466611000399.

Book chapters

• Mengersen, Kerrie ; Rousseau, Judith ; Silburn, Peter ; Johnson, Helen ; White, Nicole M. . Hidden Markov models for complex stochastic processes: A case study in electrophysiology.. Pettitt, Anthony N.; Mengersen, Kerrie L.; Alston, Clair L.. Case Studies in Bayesian Statistical Modelling and Analysis. . 2012. pages 310-329.

Working Papers

• Liseo, Brunero ; Rousseau, Judith ; Chopin, Nicolas . Computational aspects of Bayesian spectral density estimation. Université Paris-Dauphine . 2012 .
• Taeryon, Choi ; Rousseau, Judith . Bayes factor consistency in regression problems. Université Paris-Dauphine . 2012 .
• Scricciolo, Catia ; Rousseau, Judith ; Petrone, Sonia . Bayes and empirical Bayes : Do they merge?. Université Paris-Dauphine . 2012 .
• Rousseau, Judith ; Gassiat, Elisabeth . On the asymptotic behaviour of the posterior distribution in hidden Markov Models. Université Paris-Dauphine . 2012 .
• Rousseau, Judith ; Kruijer, Willem . Bayesian semi-parametric estimation of the long-memory parameter under FEXP-priors. Université Paris-Dauphine . 2012 .

2011

Articles

• Mengersen, Kerrie ; Rousseau, Judith . Asymptotic behaviour of the posterior distribution in overfitted mixture models. Journal of the Royal Statistical Society: Series B (Statistical Methodology). Volume 73. n° 5. 2011. pages 689-710. Royal statistical society. DOI http://dx.doi.org/10.1111/j.1467-9868.2011.00781.x.
• Rousseau, Judith ; Mengersen, Kerrie . Asymptotic behaviour of the posterior distribution in overfitted mixture models. Journal of the Royal Statistical Society: Series B (Statistical Methodology). Volume 73. n° 5. 2011. pages 689-710. Wiley. DOI http://dx.doi.org/10.1111/j.1467-9868.2011.00781.x.

Book chapters

• Rousseau, Judith ; Marin, Jean-Michel ; Robert, Christian P. . Bayesian Inference and Computation. Girolami, Mark; Stumpf, Michael; Balding, David. Handbook of Statistical Systems Biology. . 2011. pages 39-65.

Working Papers

• Rousseau, Judith ; Kruijer, Willem . Adaptive Bayesian Estimation of a spectral density. Université Paris-Dauphine . 2011 .
• Rousseau, Judith ; Robert, Christian P. ; Pillai, Natesh ; Marin, Jean-Michel . Evaluating statistic appropriateness for Bayesian model choice. Université Paris-Dauphine . 2011 .
• Rousseau, Judith ; Robert, Christian P. ; Pillai, Natesh S. ; Marin, Jean-Michel . Relevant statistics for Bayesian model choice. Université Paris-Dauphine . 2011 .

2010

Articles

• Rousseau, Judith . Rates of convergence for the posterior distributions of mixtures of Betas and adaptive nonparametric estimation of the density. Annals of Statistics. Volume 38. n° 1. 2010. pages 146-180. Institute of Mathematical Statistics. DOI http://dx.doi.org/10.1214/09-AOS703.

Book chapters

• Rousseau, Judith ; Robert, Christian P. . On Bayesian Data Analysis. Böcker, Klaus. Rethinking Risk Measurement and Reporting. London. 2010.

Conference Contributions

• Low-Choy, Samantha ; Mengersen, Kerrie ; Murray, Justine ; Rousseau, Judith . How Should We Combine Expert Opinions: On Elicitation, Encoding, Priors or Posteriors?. 9th Valencia International Meeting on Bayesian Statistics - 2010 World Meeting of the International Society for Bayesian Analysis. Benidorm. Espagne. 2010.
• Rousseau, Judith ; Mengersen, Kerrie . Asymptotic Behaviour of the Posterior Distribution in Mixture Models with too many Components. 9th Valencia International Meeting on Bayesian Statistics - 2010 World Meeting of the International Society for Bayesian Analysis. Benidorm. Espagne. 2010.
• Kruijer, Willem ; Rousseau, Judith . On Bayesian Estimation of the Long-Memory Parameter in the FEXP-Model for Gaussian Time Series. 9th Valencia International Meeting on Bayesian Statistics - 2010 World Meeting of the International Society for Bayesian Analysis. Benidorm. Espagne. 2010.
• Khazaei, Soleiman ; Rousseau, Judith . Bayesian Nonparametric Inference of Decreasing Densities. 42èmes Journées de Statistique. Marseille. France. 2010.

2009

Articles

• Nur, Darfiana ; Allingham, David ; Rousseau, Judith ; Mengersen, Kerrie ; Mcvinish, Ross . Bayesian hidden Markov Model for DNA segmentation : A prior sensitivity analysis. Computational Statistics and Data Analysis. Volume 53. n° 5. 2009. pages 1873-1882. DOI http://dx.doi.org/10.1016/j.csda.2008.07.007.
• Mengersen, Kerrie ; Rousseau, Judith ; Mcvinish, Ross . Bayesian Goodness-of-Fit Testing with Mixtures of Triangular Distributions. Scandinavian Journal of Statistics. Volume 36. 2009. pages 337-354. Wiley-Blackwell. DOI http://dx.doi.org/10.1111/j.1467-9469.2008.00620.x.
• Chopin, Nicolas ; Robert, Christian P. ; Rousseau, Judith . Harold Jeffreys' Theory of Probability revisited. Statistical Science. Volume 24. n° 2. 2009. pages 141-172. Institute of Mathematical Statistics. DOI http://dx.doi.org/10.1214/09-STS284.

Conference Contributions

• Rousseau, Judith . Rates of convergence for the posterior distributions of mixtures of betas and adaptive nonparamatric estimation of the density. 7th Workshop on Bayesian Nonparametrics. Moncalieri. Italie. 2009.
• Kruijer, Willem ; Rousseau, Judith ; Van Der Vaart, Aad . Adaptive Bayesian Density Estimation with Location-Scale Mixtures. 7th Workshop on Bayesian Nonparametrics. Moncalieri. Italie. 2009.

2008

Articles

• Rousseau, Judith ; Chambaz, Antoine . Bounds for Bayesian order identification with application to mixtures. Annals of Statistics. Volume 36. n° 2. 2008. pages 938-962. Institute of mathematical statistics. DOI http://dx.doi.org/10.1214/009053607000000857.
• Albert, Isabelle ; Grenier, Emmanuel ; Denis, Jean-Baptiste ; Rousseau, Judith . Quantitative Risk Assessment from Farm to Fork and Beyond: A Global Bayesian Approach Concerning Food-Borne Diseases. Risk Analysis. Volume 28. n° 2. 2008. pages 557-571. Wiley. DOI http://dx.doi.org/10.1111/j.1539-6924.2008.01000.x.
• Rousseau, Judith ; Low-Choy, Samantha ; Mengersen, Kerrie . Encoding expert opinion on skewed non-negative distributions. Journal of applied probability and statistics. Volume 3. n° 1. 2008. pages 1-21. Dixie W Publishing Corp.
• Rousseau, Judith ; Fraser, Donald . Studentization and the determination of p-values. Biometrika. Volume 95. n° 1. 2008. pages 1-16. Oxford University Press. DOI http://dx.doi.org/10.1093/biomet/asm093.

2007

Conference Contributions

• Rousseau, Judith . Approximating Interval hypothesis : p-values and Bayes factors. Valencia International Meeting on Bayesian Statistics 2006. Benidorm. Espagne. 2006.

2006

Working Papers

• Liseo, Brunero ; Rousseau, Judith . Bayesian nonparametric estimation of the spectral density of a long memory Gaussian time series. Université Paris-Dauphine . 2006 .

2005

Working Papers

• Fraser, Donald ; Rousseau, Judith . Developing p-values: a Bayesian-frequentist convergence. Université Paris-Dauphine . 2005 .
• Rousseau, Judith ; Mengersen, Kerrie ; McVinish, Ross . Bayesian Mixtures of Triangular distributions with application to Goodness-of-Fit Testing. Université Paris-Dauphine . 2005 .

2004

Articles

• Müller, Peter ; Parmigiani, Giovanni ; Robert, Christian P. ; Rousseau, Judith . Optimal Sample Size for Multiple Testing: The Case of Gene Expression Microarrays. Journal of the American Statistical Association. Volume 99. n° 468. 2004. pages 990-1001. American Statistical Association. DOI http://dx.doi.org/10.1198/016214504000001646.

2002

Working Papers

• Robert, Christian P. ; Rousseau, Judith . A Mixture Approach to Bayesian Goodness of Fit. Université Paris-Dauphine . 2002 .