Sharp oracle inequalities and slope heuristic for specification probabilities estimation in discrete random fields

Matthieu Lerasle, Daniel Y. Takahashi

We study the problem of estimating the one-point specification probabilities in non-necessary finite discrete random fields from partially observed independent samples. Our procedu…