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Judith Rousseau

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Bayesian statistics, Asymptotics, Nonparametric statistics

I work on Bayesian statistics, trying to understand the connexions between Bayesian and frequentist methods in particular in complex or large dimensional models.

Publications

2020

• S. Hayou , E. Clerico , B. He , G. Deligiannidis , A. Doucet , J. Rousseau , Stable ResNet, AISTATS 2021, 2020.
  

  @article{hayou2020stable,
    title = {Stable ResNet},
    author = {Hayou, S. and Clerico, E. and He, B. and Deligiannidis, G. and Doucet, A. and Rousseau, J.},
    booktitle = {AISTATS 2021},
    journal = {arXiv:2010.12859},
    year = {2020}
  }
  

2019

• C. Naik , F. Caron , J. Rousseau , Sparse Networks with Core-Periphery Structure, 2019.
  
  @unpublished{naik2019sparse,
    author = {Naik, Cian and Caron, Fran{\c{c}}ois and Rousseau, Judith},
    title = {Sparse Networks with Core-Periphery Structure},
    year = {2019}
  }
  

2018

• D. T. Frazier , G. M. Martin , C. P. Robert , J. Rousseau , Asymptotic properties of approximate Bayesian computation, arXiv preprint arXiv:1607.06903, 2018.
  

  @article{frazier2018asymptotic,
    title = {Asymptotic properties of approximate Bayesian computation},
    author = {Frazier, David T and Martin, Gael M and Robert, Christian P and Rousseau, Judith},
    journal = {arXiv preprint arXiv:1607.06903},
    year = {2018}
  }
  

• S. Donnet , V. Rivoirard , J. Rousseau , C. Scricciolo , . others , Posterior concentration rates for empirical Bayes procedures with applications to Dirichlet process mixtures, Bernoulli, vol. 24, no. 1, 231–256, 2018.
  

  @article{donnet2018posterior,
    title = {Posterior concentration rates for empirical Bayes procedures with applications to Dirichlet process mixtures},
    author = {Donnet, Sophie and Rivoirard, Vincent and Rousseau, Judith and Scricciolo, Catia and others},
    journal = {Bernoulli},
    volume = {24},
    number = {1},
    pages = {231--256},
    year = {2018},
    publisher = {Bernoulli Society for Mathematical Statistics and Probability}
  }
  

2017

• J. Rousseau , B. Szabo , Asymptotic behaviour of the empirical Bayes posteriors associated to maximum marginal likelihood estimator, Ann. Statist., vol. 45, no. 2, 833–865, Apr. 2017.
  
  @article{rousseau2017,
    author = {Rousseau, Judith and Szabo, Botond},
    doi = {10.1214/16-AOS1469},
    fjournal = {The Annals of Statistics},
    journal = {Ann. Statist.},
    month = apr,
    number = {2},
    pages = {833--865},
    publisher = {The Institute of Mathematical Statistics},
    title = {Asymptotic behaviour of the empirical Bayes posteriors associated to maximum marginal likelihood estimator},
    volume = {45},
    year = {2017}
  }
  

• F. Caron , J. Rousseau , On sparsity and power-law properties of graphs based on exchangeable point processes, arXiv preprint arXiv:1708.03120, 2017.
  

  @article{caron2017sparsity,
    title = {On sparsity and power-law properties of graphs based on exchangeable point processes},
    author = {Caron, Fran{\c{c}}ois and Rousseau, Judith},
    journal = {arXiv preprint arXiv:1708.03120},
    year = {2017}
  }
  

• S. Donnet , V. Rivoirard , J. Rousseau , C. Scricciolo , . others , Posterior concentration rates for counting processes with Aalen multiplicative intensities, Bayesian Analysis, vol. 12, no. 1, 53–87, 2017.
  

  @article{donnet2017posterior,
    title = {Posterior concentration rates for counting processes with Aalen multiplicative intensities},
    author = {Donnet, Sophie and Rivoirard, Vincent and Rousseau, Judith and Scricciolo, Catia and others},
    journal = {Bayesian Analysis},
    volume = {12},
    number = {1},
    pages = {53--87},
    year = {2017},
    publisher = {International Society for Bayesian Analysis}
  }
  

• N. Bochkina , J. Rousseau , . others , Adaptive density estimation based on a mixture of Gammas, Electronic Journal of Statistics, vol. 11, no. 1, 916–962, 2017.
  

  @article{bochkina2017adaptive,
    title = {Adaptive density estimation based on a mixture of Gammas},
    author = {Bochkina, Natalia and Rousseau, Judith and others},
    journal = {Electronic Journal of Statistics},
    volume = {11},
    number = {1},
    pages = {916--962},
    year = {2017},
    publisher = {The Institute of Mathematical Statistics and the Bernoulli Society}
  }
  

2016

• J. Rousseau , On the frequentist properties of bayesian nonparametric methods, Annual Review of Statistics and Its Application, vol. 3, 211–231, 2016.
  

  @article{rousseau2016frequentist,
    title = {On the frequentist properties of bayesian nonparametric methods},
    author = {Rousseau, Judith},
    journal = {Annual Review of Statistics and Its Application},
    volume = {3},
    pages = {211--231},
    year = {2016},
    publisher = {Annual Reviews}
  }
  

• J. Arbel , K. Mengersen , J. Rousseau , . others , Bayesian nonparametric dependent model for partially replicated data: the influence of fuel spills on species diversity, The Annals of Applied Statistics, vol. 10, no. 3, 1496–1516, 2016.
  

  @article{arbel2016bayesian,
    title = {Bayesian nonparametric dependent model for partially replicated data: the influence of fuel spills on species diversity},
    author = {Arbel, Julyan and Mengersen, Kerrie and Rousseau, Judith and others},
    journal = {The Annals of Applied Statistics},
    volume = {10},
    number = {3},
    pages = {1496--1516},
    year = {2016},
    publisher = {Institute of Mathematical Statistics}
  }
  

• E. Gassiat , J. Rousseau , . others , Nonparametric finite translation hidden Markov models and extensions, Bernoulli, vol. 22, no. 1, 193–212, 2016.
  

  @article{gassiat2016nonparametric,
    title = {Nonparametric finite translation hidden Markov models and extensions},
    author = {Gassiat, Elisabeth and Rousseau, Judith and others},
    journal = {Bernoulli},
    volume = {22},
    number = {1},
    pages = {193--212},
    year = {2016},
    publisher = {Bernoulli Society for Mathematical Statistics and Probability}
  }
  

2015

• I. Castillo , J. Rousseau , A Bernstein-von Mises theorem for smooth functionals in semiparametric models, Ann. Statist., vol. 43, no. 6, 2353–2383, Dec. 2015.
  
  @article{castillo:rousseau:2015,
    author = {Castillo, IsmaÎl and Rousseau, Judith},
    doi = {10.1214/15-AOS1336},
    fjournal = {The Annals of Statistics},
    journal = {Ann. Statist.},
    month = dec,
    number = {6},
    pages = {2353--2383},
    publisher = {The Institute of Mathematical Statistics},
    title = {A {B}ernstein-von {M}ises theorem for smooth functionals in semiparametric models},
    volume = {43},
    year = {2015}
  }
  

• M. Hoffmann , J. Rousseau , J. Schmidt-Hieber , On adaptive posterior concentration rates, Ann. Statist., vol. 43, no. 5, 2259–2295, Oct. 2015.
  
  @article{hoffmann2015,
    author = {Hoffmann, Marc and Rousseau, Judith and Schmidt-Hieber, Johannes},
    doi = {10.1214/15-AOS1341},
    fjournal = {The Annals of Statistics},
    journal = {Ann. Statist.},
    month = oct,
    number = {5},
    pages = {2259--2295},
    publisher = {The Institute of Mathematical Statistics},
    title = {On adaptive posterior concentration rates},
    volume = {43},
    year = {2015}
  }
  

• Z. Havre , N. White , J. Rousseau , K. Mengersen , Overfitting Bayesian mixture models with an unknown number of components, PloS one, vol. 10, no. 7, e0131739, 2015.
  

  @article{van2015overfitting,
    title = {Overfitting Bayesian mixture models with an unknown number of components},
    author = {van Havre, Zo{\'e} and White, Nicole and Rousseau, Judith and Mengersen, Kerrie},
    journal = {PloS one},
    volume = {10},
    number = {7},
    pages = {e0131739},
    year = {2015},
    publisher = {Public Library of Science}
  }
  

2014

• D. Wraith , K. Mengersen , C. Alston , J. Rousseau , T. Hussein , . others , Using informative priors in the estimation of mixtures over time with application to aerosol particle size distributions, The Annals of Applied Statistics, vol. 8, no. 1, 232–258, 2014.
  

  @article{wraith2014using,
    title = {Using informative priors in the estimation of mixtures over time with application to aerosol particle size distributions},
    author = {Wraith, Darren and Mengersen, Kerrie and Alston, Clair and Rousseau, Judith and Hussein, Tareq and others},
    journal = {The Annals of Applied Statistics},
    volume = {8},
    number = {1},
    pages = {232--258},
    year = {2014},
    publisher = {Institute of Mathematical Statistics}
  }
  

• E. Gassiat , J. Rousseau , . others , About the posterior distribution in hidden Markov models with unknown number of states, Bernoulli, vol. 20, no. 4, 2039–2075, 2014.
  

  @article{gassiat2014posterior,
    title = {About the posterior distribution in hidden Markov models with unknown number of states},
    author = {Gassiat, Elisabeth and Rousseau, Judith and others},
    journal = {Bernoulli},
    volume = {20},
    number = {4},
    pages = {2039--2075},
    year = {2014},
    publisher = {Bernoulli Society for Mathematical Statistics and Probability}
  }
  

• P. Alquier , V. Cottet , N. Chopin , J. Rousseau , Bayesian matrix completion: prior specification, arXiv preprint arXiv:1406.1440, 2014.
  

  @article{alquier2014bayesian,
    title = {Bayesian matrix completion: prior specification},
    author = {Alquier, Pierre and Cottet, Vincent and Chopin, Nicolas and Rousseau, Judith},
    journal = {arXiv preprint arXiv:1406.1440},
    year = {2014}
  }
  

• S. Petrone , S. Rizzelli , J. Rousseau , C. Scricciolo , Empirical Bayes methods in classical and Bayesian inference, Metron, vol. 72, no. 2, 201–215, 2014.
  

  @article{petrone2014empirical,
    title = {Empirical Bayes methods in classical and Bayesian inference},
    author = {Petrone, Sonia and Rizzelli, Stefano and Rousseau, Judith and Scricciolo, Catia},
    journal = {Metron},
    volume = {72},
    number = {2},
    pages = {201--215},
    year = {2014},
    publisher = {Springer}
  }
  

• S. Petrone , J. Rousseau , C. Scricciolo , Bayes and empirical Bayes: do they merge?, Biometrika, vol. 101, no. 2, 285–302, 2014.
  
  @article{doi:10.1093/biomet/ast067,
    author = {Petrone, S. and Rousseau, J. and Scricciolo, C.},
    title = {Bayes and empirical Bayes: do they merge?},
    journal = {Biometrika},
    volume = {101},
    number = {2},
    pages = {285-302},
    year = {2014},
    doi = {10.1093/biomet/ast067},
    eprint = {/oup/backfile/content_public/journal/biomet/101/2/10.1093/biomet/ast067/2/ast067.pdf}
  }
  

• J. Marin , N. S. Pillai , C. P. Robert , J. Rousseau , Relevant statistics for Bayesian model choice, Journal of the Royal Statistical Society: Series B (Statistical Methodology), vol. 76, no. 5, 833–859, 2014.
  
  @article{RSSB:RSSB12056,
    author = {Marin, Jean-Michel and Pillai, Natesh S. and Robert, Christian P. and Rousseau, Judith},
    title = {Relevant statistics for Bayesian model choice},
    journal = {Journal of the Royal Statistical Society: Series B (Statistical Methodology)},
    volume = {76},
    number = {5},
    issn = {1467-9868},
    doi = {10.1111/rssb.12056},
    pages = {833--859},
    keywords = {Ancillarity, Approximate Bayesian computation, Asymptotics, Bayes factor, Bayesian model choice, Gaussianity, Likelihood-free methods, Sufficiency},
    year = {2014}
  }
  

2013

• J. Arbel , G. Gayraud , J. Rousseau , Bayesian optimal adaptive estimation using a sieve prior, Scandinavian journal of statistics, vol. 40, no. 3, 549–570, 2013.
  

  @article{arbel2013bayesian,
    title = {Bayesian optimal adaptive estimation using a sieve prior},
    author = {Arbel, Julyan and Gayraud, Ghislaine and Rousseau, Judith},
    journal = {Scandinavian journal of statistics},
    volume = {40},
    number = {3},
    pages = {549--570},
    year = {2013},
    publisher = {Wiley Online Library}
  }
  

• R. McVinish , K. Mengersen , D. Nur , J. Rousseau , C. Guihenneuc-Jouyaux , Recentered importance sampling with applications to Bayesian model validation, Journal of Computational and Graphical Statistics, vol. 22, no. 1, 215–228, 2013.
  

  @article{mcvinish2013recentered,
    title = {Recentered importance sampling with applications to Bayesian model validation},
    author = {McVinish, Ross and Mengersen, Kerrie and Nur, Darfiana and Rousseau, Judith and Guihenneuc-Jouyaux, Chantal},
    journal = {Journal of Computational and Graphical Statistics},
    volume = {22},
    number = {1},
    pages = {215--228},
    year = {2013},
    publisher = {Taylor \& Francis}
  }
  

• W. Kruijer , J. Rousseau , . others , Bayesian semi-parametric estimation of the long-memory parameter under FEXP-priors, Electronic Journal of Statistics, vol. 7, 2947–2969, 2013.
  

  @article{kruijer2013bayesian,
    title = {Bayesian semi-parametric estimation of the long-memory parameter under FEXP-priors},
    author = {Kruijer, Willem and Rousseau, Judith and others},
    journal = {Electronic Journal of Statistics},
    volume = {7},
    pages = {2947--2969},
    year = {2013},
    publisher = {The Institute of Mathematical Statistics and the Bernoulli Society}
  }
  

• N. Chopin , J. Rousseau , B. Liseo , Computational aspects of Bayesian spectral density estimation, Journal of Computational and Graphical Statistics, vol. 22, no. 3, 533–557, 2013.
  

  @article{chopin2013computational,
    title = {Computational aspects of Bayesian spectral density estimation},
    author = {Chopin, Nicolas and Rousseau, Judith and Liseo, Brunero},
    journal = {Journal of Computational and Graphical Statistics},
    volume = {22},
    number = {3},
    pages = {533--557},
    year = {2013},
    publisher = {Taylor \& Francis}
  }
  

2012

• V. Rivoirard , J. Rousseau , . others , Bernstein–von Mises theorem for linear functionals of the density, The Annals of Statistics, vol. 40, no. 3, 1489–1523, 2012.
  

  @article{rivoirard2012bernstein,
    title = {Bernstein--von Mises theorem for linear functionals of the density},
    author = {Rivoirard, Vincent and Rousseau, Judith and others},
    journal = {The Annals of Statistics},
    volume = {40},
    number = {3},
    pages = {1489--1523},
    year = {2012},
    publisher = {Institute of Mathematical Statistics}
  }
  

• V. Rivoirard , J. Rousseau , . others , Posterior concentration rates for infinite dimensional exponential families, Bayesian Analysis, vol. 7, no. 2, 311–334, 2012.
  

  @article{rivoirard2012posterior,
    title = {Posterior concentration rates for infinite dimensional exponential families},
    author = {Rivoirard, Vincent and Rousseau, Judith and others},
    journal = {Bayesian Analysis},
    volume = {7},
    number = {2},
    pages = {311--334},
    year = {2012},
    publisher = {International Society for Bayesian Analysis}
  }
  

• I. Albert , S. Donnet , C. Guihenneuc-Jouyaux , S. Low-Choy , K. Mengersen , J. Rousseau , . others , Combining expert opinions in prior elicitation, Bayesian Analysis, vol. 7, no. 3, 503–532, 2012.
  

  @article{albert2012combining,
    title = {Combining expert opinions in prior elicitation},
    author = {Albert, Isabelle and Donnet, Sophie and Guihenneuc-Jouyaux, Chantal and Low-Choy, Samantha and Mengersen, Kerrie and Rousseau, Judith and others},
    journal = {Bayesian Analysis},
    volume = {7},
    number = {3},
    pages = {503--532},
    year = {2012},
    publisher = {International Society for Bayesian Analysis}
  }
  

• J. Rousseau , N. Chopin , B. Liseo , . others , Bayesian nonparametric estimation of the spectral density of a long or intermediate memory Gaussian process, The Annals of Statistics, vol. 40, no. 2, 964–995, 2012.
  

  @article{rousseau2012bayesian,
    title = {Bayesian nonparametric estimation of the spectral density of a long or intermediate memory Gaussian process},
    author = {Rousseau, Judith and Chopin, Nicolas and Liseo, Brunero and others},
    journal = {The Annals of Statistics},
    volume = {40},
    number = {2},
    pages = {964--995},
    year = {2012},
    publisher = {Institute of Mathematical Statistics}
  }
  

• O. Lieberman , R. Rosemarin , J. Rousseau , Asymptotic theory for maximum likelihood estimation of the memory parameter in stationary Gaussian processes, Econometric Theory, vol. 28, no. 2, 457–470, 2012.
  

  @article{lieberman2012asymptotic,
    title = {Asymptotic theory for maximum likelihood estimation of the memory parameter in stationary Gaussian processes},
    author = {Lieberman, Offer and Rosemarin, Roy and Rousseau, Judith},
    journal = {Econometric Theory},
    volume = {28},
    number = {2},
    pages = {457--470},
    year = {2012},
    publisher = {Cambridge University Press}
  }
  

2011

• J. Rousseau , K. Mengersen , Asymptotic behaviour of the posterior distribution in overfitted mixture models, Journal of the Royal Statistical Society: Series B (Statistical Methodology), vol. 73, no. 5, 689–710, 2011.
  

  @article{rousseau2011asymptotic,
    title = {Asymptotic behaviour of the posterior distribution in overfitted mixture models},
    author = {Rousseau, Judith and Mengersen, Kerrie},
    journal = {Journal of the Royal Statistical Society: Series B (Statistical Methodology)},
    volume = {73},
    number = {5},
    pages = {689--710},
    year = {2011},
    publisher = {Wiley Online Library}
  }
  

2010

• W. Kruijer , J. Rousseau , A. Van Der Vaart , . others , Adaptive Bayesian density estimation with location-scale mixtures, Electronic Journal of Statistics, vol. 4, 1225–1257, 2010.
  

  @article{kruijer2010adaptive,
    title = {Adaptive Bayesian density estimation with location-scale mixtures},
    author = {Kruijer, Willem and Rousseau, Judith and Van Der Vaart, Aad and others},
    journal = {Electronic Journal of Statistics},
    volume = {4},
    pages = {1225--1257},
    year = {2010},
    publisher = {The Institute of Mathematical Statistics and the Bernoulli Society}
  }
  

• J. Rousseau , . others , Rates of convergence for the posterior distributions of mixtures of betas and adaptive nonparametric estimation of the density, The Annals of Statistics, vol. 38, no. 1, 146–180, 2010.
  

  @article{rousseau2010rates,
    title = {Rates of convergence for the posterior distributions of mixtures of betas and adaptive nonparametric estimation of the density},
    author = {Rousseau, Judith and others},
    journal = {The Annals of Statistics},
    volume = {38},
    number = {1},
    pages = {146--180},
    year = {2010},
    publisher = {Institute of Mathematical Statistics}
  }
  

• D. Gajda , C. Guihenneuc-Jouyaux , J. Rousseau , K. Mengersen , D. Nur , . others , Use in practice of importance sampling for repeated MCMC for Poisson models, Electronic journal of statistics, vol. 4, 361–383, 2010.
  

  @article{gajda2010use,
    title = {Use in practice of importance sampling for repeated MCMC for Poisson models},
    author = {Gajda, Dorota and Guihenneuc-Jouyaux, Chantal and Rousseau, Judith and Mengersen, Kerry and Nur, Darfiana and others},
    journal = {Electronic journal of statistics},
    volume = {4},
    pages = {361--383},
    year = {2010},
    publisher = {The Institute of Mathematical Statistics and the Bernoulli Society}
  }
  

2009

• C. P. Robert , N. Chopin , J. Rousseau , . others , Harold Jeffreys’s theory of probability revisited, Statistical Science, vol. 24, no. 2, 141–172, 2009.
  

  @article{robert2009harold,
    title = {Harold Jeffreys’s theory of probability revisited},
    author = {Robert, Christian P and Chopin, Nicolas and Rousseau, Judith and others},
    journal = {Statistical Science},
    volume = {24},
    number = {2},
    pages = {141--172},
    year = {2009},
    publisher = {Institute of Mathematical Statistics}
  }
  

• R. Mcvinish , J. Rousseau , K. Mengersen , Bayesian goodness of fit testing with mixtures of triangular distributions, Scandinavian Journal of Statistics, vol. 36, no. 2, 337–354, 2009.
  

  @article{mcvinish2009bayesian,
    title = {Bayesian goodness of fit testing with mixtures of triangular distributions},
    author = {Mcvinish, Ross and Rousseau, Judith and Mengersen, Kerrie},
    journal = {Scandinavian Journal of Statistics},
    volume = {36},
    number = {2},
    pages = {337--354},
    year = {2009},
    publisher = {Wiley Online Library}
  }
  

• D. Nur , D. Allingham , J. Rousseau , K. L. Mengersen , R. McVinish , Bayesian hidden Markov model for DNA sequence segmentation: A prior sensitivity analysis, Computational Statistics & Data Analysis, vol. 53, no. 5, 1873–1882, 2009.
  

  @article{nur2009bayesian,
    title = {Bayesian hidden Markov model for DNA sequence segmentation: A prior sensitivity analysis},
    author = {Nur, Darfiana and Allingham, David and Rousseau, Judith and Mengersen, Kerrie L and McVinish, Ross},
    journal = {Computational Statistics \& Data Analysis},
    volume = {53},
    number = {5},
    pages = {1873--1882},
    year = {2009},
    publisher = {Elsevier}
  }
  

2008

• I. Albert , E. Grenier , J. Denis , J. Rousseau , Quantitative Risk Assessment from Farm to Fork and Beyond: A Global Bayesian Approach Concerning Food-Borne Diseases, Risk Analysis, vol. 28, no. 2, 557–571, 2008.
  

  @article{albert2008quantitative,
    title = {Quantitative Risk Assessment from Farm to Fork and Beyond: A Global Bayesian Approach Concerning Food-Borne Diseases},
    author = {Albert, Isabelle and Grenier, Emmanuel and Denis, Jean-Baptiste and Rousseau, Judith},
    journal = {Risk Analysis},
    volume = {28},
    number = {2},
    pages = {557--571},
    year = {2008},
    publisher = {Wiley Online Library}
  }
  

• D. Fraser , J. Rousseau , Studentization and deriving accurate p-values, Biometrika, vol. 95, no. 1, 1–16, 2008.
  

  @article{fraser2008studentization,
    title = {Studentization and deriving accurate p-values},
    author = {Fraser, DAS and Rousseau, Judith},
    journal = {Biometrika},
    volume = {95},
    number = {1},
    pages = {1--16},
    year = {2008},
    publisher = {Oxford University Press}
  }
  

• A. Chambaz , J. Rousseau , Bounds for Bayesian order identification with application to mixtures, The Annals of Statistics, 938–962, 2008.
  

  @article{chambaz2008bounds,
    title = {Bounds for Bayesian order identification with application to mixtures},
    author = {Chambaz, Antoine and Rousseau, Judith},
    journal = {The Annals of Statistics},
    pages = {938--962},
    year = {2008},
    publisher = {JSTOR}
  }
  

• S. J. Low Choy , K. L. Mengersen , J. Rousseau , Encoding expert opinion on skewed non-negative distributions, Journal of Applied Probability and Statistics, vol. 3, no. 1, 1–21, 2008.
  

  @article{low2008encoding,
    title = {Encoding expert opinion on skewed non-negative distributions},
    author = {Low Choy, Samantha J and Mengersen, Kerrie L and Rousseau, Judith},
    journal = {Journal of Applied Probability and Statistics},
    volume = {3},
    number = {1},
    pages = {1--21},
    year = {2008},
    publisher = {Dixie W Publishing Corporation}
  }
  

2007

• J. Rousseau , Approximating interval hypothesis: p-values and Bayes factors, Bayesian statistics, vol. 8, 417–452, 2007.
  

  @article{rousseau2007approximating,
    title = {Approximating interval hypothesis: p-values and Bayes factors},
    author = {Rousseau, Judith},
    journal = {Bayesian statistics},
    volume = {8},
    pages = {417--452},
    year = {2007},
    publisher = {Oxford University Press Oxford}
  }
  

2005

• G. Gayraud , J. Rousseau , Rates of convergence for a Bayesian level set estimation, Scandinavian journal of statistics, vol. 32, no. 4, 639–660, 2005.
  

  @article{gayraud2005rates,
    title = {Rates of convergence for a Bayesian level set estimation},
    author = {Gayraud, Ghislaine and Rousseau, Judith},
    journal = {Scandinavian journal of statistics},
    volume = {32},
    number = {4},
    pages = {639--660},
    year = {2005},
    publisher = {Wiley Online Library}
  }
  

• C. Guihenneuc-Jouyaux , J. Rousseau , Laplace expansions in Markov chain Monte Carlo algorithms, Journal of Computational and Graphical Statistics, vol. 14, no. 1, 75–94, 2005.
  

  @article{guihenneuc2005laplace,
    title = {Laplace expansions in Markov chain Monte Carlo algorithms},
    author = {Guihenneuc-Jouyaux, Chantal and Rousseau, Judith},
    journal = {Journal of Computational and Graphical Statistics},
    volume = {14},
    number = {1},
    pages = {75--94},
    year = {2005},
    publisher = {Taylor \& Francis}
  }
  

2004

• P. Müller , G. Parmigiani , C. Robert , J. Rousseau , Optimal sample size for multiple testing: the case of gene expression microarrays, Journal of the American Statistical Association, vol. 99, no. 468, 990–1001, 2004.
  

  @article{muller2004optimal,
    title = {Optimal sample size for multiple testing: the case of gene expression microarrays},
    author = {M{\"u}ller, Peter and Parmigiani, Giovanni and Robert, Christian and Rousseau, Judith},
    journal = {Journal of the American Statistical Association},
    volume = {99},
    number = {468},
    pages = {990--1001},
    year = {2004},
    publisher = {Taylor \& Francis}
  }
  

2003

• O. Lieberman , J. Rousseau , D. M. Zucker , . others , Valid asymptotic expansions for the maximum likelihood estimator of the parameter of a stationary, Gaussian, strongly dependent process, The Annals of Statistics, vol. 31, no. 2, 586–612, 2003.
  

  @article{lieberman2003valid,
    title = {Valid asymptotic expansions for the maximum likelihood estimator of the parameter of a stationary, Gaussian, strongly dependent process},
    author = {Lieberman, Offer and Rousseau, Judith and Zucker, David M and others},
    journal = {The Annals of Statistics},
    volume = {31},
    number = {2},
    pages = {586--612},
    year = {2003},
    publisher = {Institute of Mathematical Statistics}
  }
  

2002

• A. Philippe , J. Rousseau , . others , Non-informative priors in the case of Gaussian long-memory processes, Bernoulli, vol. 8, no. 4, 451–473, 2002.
  

  @article{philippe2002non,
    title = {Non-informative priors in the case of Gaussian long-memory processes},
    author = {Philippe, Anne and Rousseau, Judith and others},
    journal = {Bernoulli},
    volume = {8},
    number = {4},
    pages = {451--473},
    year = {2002},
    publisher = {Bernoulli Society for Mathematical Statistics and Probability}
  }
  

• J. Rousseau , Asymptotic properties of HPD regions in the discrete case, Journal of multivariate analysis, vol. 83, no. 1, 1–21, 2002.
  

  @article{rousseau2002asymptotic,
    title = {Asymptotic properties of HPD regions in the discrete case},
    author = {Rousseau, Judith},
    journal = {Journal of multivariate analysis},
    volume = {83},
    number = {1},
    pages = {1--21},
    year = {2002},
    publisher = {Elsevier}
  }
  

2001

• O. Lieberman , J. Rousseau , D. M. Zucker , Valid Edgeworth expansion for the sample autocorrelation function under long range dependence, Econometric Theory, vol. 17, no. 1, 257–275, 2001.
  

  @article{lieberman2001valid,
    title = {Valid Edgeworth expansion for the sample autocorrelation function under long range dependence},
    author = {Lieberman, Offer and Rousseau, Judith and Zucker, David M},
    journal = {Econometric Theory},
    volume = {17},
    number = {1},
    pages = {257--275},
    year = {2001},
    publisher = {Cambridge University Press}
  }
  

• J. Rousseau , M. Ghosh , D. Kim , Non-informative priors for the bivariate Fieller-Creasy problem, Statistics and Decisions, vol. 19, 227, 2001.
  

  @article{rousseau2001non,
    title = {Non-informative priors for the bivariate Fieller-Creasy problem},
    author = {Rousseau, Judith and Ghosh, M and Kim, D},
    journal = {Statistics and Decisions},
    volume = {19},
    pages = {227},
    year = {2001}
  }
  

2000

• O. Lieberman , J. Rousseau , D. M. Zucker , Small-sample likelihood-based inference in the ARFIMA model, Econometric theory, vol. 16, no. 2, 231–248, 2000.
  

  @article{lieberman2000small,
    title = {Small-sample likelihood-based inference in the ARFIMA model},
    author = {Lieberman, Offer and Rousseau, Judith and Zucker, David M},
    journal = {Econometric theory},
    volume = {16},
    number = {2},
    pages = {231--248},
    year = {2000},
    publisher = {Cambridge University Press}
  }
  

• J. Rousseau , Coverage properties of one-sided intervals in the discrete case and application to matching priors, Annals of the Institute of Statistical Mathematics, vol. 52, no. 1, 28–42, 2000.
  

  @article{rousseau2000coverage,
    title = {Coverage properties of one-sided intervals in the discrete case and application to matching priors},
    author = {Rousseau, Judith},
    journal = {Annals of the Institute of Statistical Mathematics},
    volume = {52},
    number = {1},
    pages = {28--42},
    year = {2000},
    publisher = {Springer}
  }