PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Elisabeth Gassiat

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Number of EPrints submitted by this user: 20

Optimal Error Exponents in Hidden Markov Models Order Estimation
Elisabeth Gassiat and Stephane Boucheron
IEEE Transactions on nformation Theory Volume 48, Number 4, pp. 964-980, 2003.

A pairwise alignment algorithm which favours clusters of blocks
Elisabeth Gassiat, Elodie Nedelec, Thomas Moncion, Bruno Bossard, Guillemette Duchateau-Nguyen, Alain Denise and Michel Termier
Journal of Computational Biology 2002.

Efficient semi-parametric estimation of the periods in a superposition of periodic functions with unknown shape
Elisabeth Gassiat and Celine Levy-Leduc
Journal of Time Series Analysis Volume 27, Number 6, pp. 877-910, 2006.

Asymptotic distribution and power of the likelihood ratio test for mixtures: bounded and unbounded case.
Elisabeth Gassiat, Jean-Marc Azais and Cecile Mercadier
Bernoulli 2004.

A pairwise alignment algorithm which favours clusters of blocks
Elisabeth Gassiat, Elodie Nedelec, Thomas Moncion, Bruno Bossard, Guillemette Duchateau-Nguyen, Alain Denise and Michel Termier
Journal of Computational Biology Volume 12, Number 1, 2005.

Error exponents for AR order testing
Elisabeth Gassiat and Stephane Boucheron
IEEE Transactions Information Theory Volume 52, pp. 472-488, 2006.

Parameter estimation in pair hidden Markov models.
Elisabeth Gassiat, Ana Arribas-Gil and Catherine Matias
Scandinavian Journal of Statistics 2005.

A MDL approach to HMM with Poisson and Gaussian emissions. Application to order indentification.
Antoine Chambaz, Aurelien Garivier and Elisabeth Gassiat
preprint Orsay 2005.

Coding on countably infinite alphabets
Stephane Boucheron, Elisabeth Gassiat and Aurelien Garivier
preprint Orsay 2006.

The likelihood ratio test for general mixture models with possibly unknown structural parameter.
Elisabeth Gassiat, J.-M. Azais and C. Mercadier
preprint, Orsay 2007.

A MDL approach to HMM with Poisson and Gaussian emissions. Application to order indentification.
Antoine Chambaz, Aurelien Garivier and Elisabeth Gassiat
Journal of Statistical Planning and Inference 2009.

Coding on countably infinite alphabets
Stephane Boucheron, Elisabeth Gassiat and Aurelien Garivier
IEEE Trans. Info. th 2009.

The likelihood ratio test for general mixture models with possibly unknown structural parameter.
Elisabeth Gassiat, J.-M. Azais and C. Mercadier
ESAIM P&S 2009.

A Bernstein-von Mises Theorem for discrete probability distributions
Stéphane Boucheron and Elisabeth Gassiat
Electronic Journal of Statistics 2009.

Forgetting of the initial distribution for non ergodic Hidden Markov Chains
Elisabeth Gassiat, Benoit Landelle and Eric Moulines
Annals of Applied Probability 2008.

Semiparametric regression estimation using noisy nonlinear non invertible functions of the observations
Elisabeth Gassiat and Benoit Landelle
arxiv 2008.

Model Based Clustering using multilocus data with loci selection
Elisabeth Gassiat and Wilson Toussile
Advances in Data Analysis and Classification 2008.

Consistent order estimation and minimal penalties
Elisabeth Gassiat
IEEE Transactions in Information Theory Volume 2, Number 59, pp. 1115-1128, 2013.

The local geometry of finite mixtures
Elisabeth Gassiat and Ramon van Handel
Transactions of the AMS 2013.

Joint estimation of intersecting context tree models
Antonio Galves, Aurelien Garivier and Elisabeth Gassiat
Scandinavian Journal of Statistics 2013.