130 citations · 314 across the 29 of their papers we have counts for
6 papers · 1 filter
Goodness-of-fit testing for the stationary density of a size-structured PDE
Van Ha Hoang, Phu Thanh Nguyen, Thanh Mai Pham Ngoc +2
We consider two division models for structured cell populations, where cells can grow, age and divide. These models have been introduced in the literature under the denomination of…
Minimax estimation of Functional Principal Components from noisy discretized functional data
Ryad Belhakem, Franck Picard, Vincent Rivoirard +1
Functional Principal Component Analysis is a reference method for dimension reduction of curve data. Its theoretical properties are now well understood in the simplified case where…
Uniform Deconvolution for Poisson Point Processes
Anna Bonnet, Claire Lacour, Franck Picard +1
We focus on the estimation of the intensity of a Poisson process in the presence of a uniform noise. We propose a kernel-based procedure fully calibrated in theory and practice. We…
Adaptive Lasso and group-Lasso for functional Poisson regression
S. Ivanoff, F. Picard, V. Rivoirard
High dimensional Poisson regression has become a standard framework for the analysis of massive counts datasets. In this work we estimate the intensity function of the Poisson regr…
Posterior concentration rates for counting processes with Aalen multiplicative intensities
Sophie Donnet, Vincent Rivoirard, Judith Rousseau +1
We provide general conditions to derive posterior concentration rates for Aalen counting processes. The conditions are designed to resemble those proposed in the literature for the…
Lasso-type estimators for Semiparametric Nonlinear Mixed-Effects Models Estimation
Ana Arribas-Gil, Karine Bertin, Cristian Meza +1
Parametric nonlinear mixed effects models (NLMEs) are now widely used in biometrical studies, especially in pharmacokinetics research and HIV dynamics models, due to, among other a…