Keywords :
Likelihood of a Bayesian model , B-spline , Normalizingconstants , Spatial heterogeneity , Hyperparameters , Metropolisי procedure , Penalizedlog-likelihood , Point processes , Potential function , Thinning operation , ABle , Gibbs distribution