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Showing 1-10 of 11 results

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Central limit theorems for entropy-regularized optimal transport on finite spaces and statistical applications

Bigot, Jérémie, Cazelles, Elsa, and Papadakis, Nicolas
Electronic Journal of Statistics Volume 13, Number 2 (2019), 5120-5150.

Journal article

Upper and lower risk bounds for estimating the Wasserstein barycenter of random measures on the real line

Bigot, Jérémie, Gouet, Raúl, Klein, Thierry, and López, Alfredo
Electronic Journal of Statistics Volume 12, Number 2 (2018), 2253-2289.

Journal article

Geodesic PCA in the Wasserstein space by convex PCA

Bigot, Jérémie, Gouet, Raúl, Klein, Thierry, and López, Alfredo
Annales de l'Institut Henri Poincaré, Probabilités et Statistiques Volume 53, Number 1 (February 2017), 1-26.

Journal article

Fréchet means of curves for signal averaging and application to ECG data analysis

Bigot, Jérémie
Annals of Applied Statistics Volume 7, Number 4 (December 2013), 2384-2401.

Journal article

Minimax properties of Fréchet means of discretely sampled curves

Bigot, Jérémie and Gendre, Xavier
Annals of Statistics Volume 41, Number 2 (April 2013), 923-956.

Journal article

Intensity estimation of non-homogeneous Poisson processes from shifted trajectories

Bigot, Jérémie, Gadat, Sébastien, Klein, Thierry, and Marteau, Clément
Electronic Journal of Statistics Volume 7, (2013), 881-931.

Journal article

On the consistency of Fréchet means in deformable models for curve and image analysis

Bigot, Jérémie and Charlier, Benjamin
Electronic Journal of Statistics Volume 5, (2011), 1054-1089.

Journal article

A deconvolution approach to estimation of a common shape in a shifted curves model

Bigot, Jérémie and Gadat, Sébastien
Annals of Statistics Volume 38, Number 4 (August 2010), 2422-2464.

Journal article

Nonparametric estimation of covariance functions by model selection

Bigot, Jérémie, Biscay, Rolando, Loubes, Jean-Michel, and Muñiz-Alvarez, Lilian
Electronic Journal of Statistics Volume 4, (2010), 822-855.

Journal article

Sharp template estimation in a shifted curves model

Bigot, Jérémie, Gadat, Sébastien, and Marteau, Clément
Electronic Journal of Statistics Volume 4, (2010), 994-1021.

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