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math.ST2014★ 10 cited
Adaptive ABC model choice and geometric summary statistics for hidden Gibbs random fields
Julien Stoehr, Pierre Pudlo, Lionel Cucala
Selecting between different dependency structures of hidden Markov random field can be very challenging, due to the intractable normalizing constant in the likelihood. We answer th…
math.ST2005
Le Cam spacings theorem in dimension two
Lionel Cucala
The definition of spacings associated to a sequence of random variables is extended to the case of random vectors in [0,1]^2. Beirlant & al. (1991) give an alternative proof of the…