84 citations
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4 papers · 2 filters
Estimation via length-constrained generalized empirical principal curves under small noise
Sylvain Delattre, Aurélie Fischer
In this paper, we propose a method to build a sequence of generalized empirical principal curves, with selected length, so that, in Hausdor distance, the images of the estimating p…
On agnostic post hoc approaches to false positive control
Gilles Blanchard, Pierre Neuvial, Etienne Roquain
This document is a book chapter which gives a partial survey on post hoc approaches to false positive control.
Graph inference with clustering and false discovery rate control
Tabea Rebafka, Etienne Roquain, Fanny Villers
In this paper, a noisy version of the stochastic block model (NSBM) is introduced and we investigate the three following statistical inferences in this model: estimation of the mod…
Central limit theorem for a partially observed interacting system of Hawkes processes
Chenguang Liu
We observe the actions of a sub-sample of individuals up to time for some large . We model the relationships of individuals by i.i.d. Bernoulli()-random vari…