Careful prior specification avoids incautious inference for log-Gaussian Cox point processes

Sigrunn H. Sørbye, Janine B. Illian, Daniel P. Simpson +1

Prior specifications for hyperparameters of random fields in Bayesian spatial point process modelling can have a major impact on the statistical inference and the conclusions made.…