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math.ST2022
Fixed-domain asymptotic properties of maximum composite likelihood estimators for max-stable Brown-Resnick random fields
Nicolas Chenavier, Christian Y. Robert
Likelihood inference for max-stable random fields is in general impossible because their finite-dimen\-sional probability density functions are unknown or cannot be computed effici…
math.ST2019
Testing goodness of fit for point processes via topological data analysis
Christophe Ange Napoléon Biscio, Nicolas Chenavier, Christian Hirsch +1
We introduce tests for the goodness of fit of point patterns via methods from topological data analysis. More precisely, the persistent Betti numbers give rise to a bivariate funct…