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most citedGoal-oriented adaptive sampling under random field modelling of response probability distributions

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math.ST2021

Continuous logistic Gaussian random measure fields for spatial distributional modelling

Athénaïs Gautier, David Ginsbourger

We study Spatial Logistic Gaussian Process (SLGP) models for non-parametric estimation of probability density fields using scattered samples of heterogeneous sizes. SLGPs are exami…