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math.ST2014
A Kriging procedure for processes indexed by graphs
Thibault Espinasse, Jean-Michel Loubes
We provide a new kriging procedure of processes on graphs. Based on the construction of Gaussian random processes indexed by graphs, we extend to this framework the usual linear pr…
math.ST2014★ 16 cited
Estimating the transition matrix of a Markov chain observed at random times
Flavia Barsotti, Yohann De Castro, Thibault Espinasse +1
In this paper we develop a statistical estimation technique to recover the transition kernel of a Markov chain in presence of censored data. We cons…