11 citations · 14 across the 4 of their papers we have counts for
4 papers
Sequential Spatial Point Process Models for Spatio-Temporal Point Processes: A Self-Interactive Model with Application to Forest Tree Data
Adil Yazigi, Antti Penttinen, Anna-Kaisa Ylitalo +3
We model the spatial dynamics of a forest stand by using a special class of spatio-temporal point processes, the sequential spatial point process, where the spatial dimension is pa…
Empirical Bayes to assess ecological diversity and similarity with overdispersion in multivariate counts
Fabio Divino, Johanna Ärje, Antti Penttinen +2
The assessment of diversity and similarity is relevant in monitoring the status of ecosystems. The respective indicators are based on the taxonomic composition of biological commun…
Deducing self-interaction in eye movement data using sequential spatial point processes
Antti Penttinen, Anna-Kaisa Ylitalo
Eye movement data are outputs of an analyser tracking the gaze when a person is inspecting a scene. These kind of data are of increasing importance in scientific research as well a…
Bayesian Modeling and MCMC Computation in Linear Logistic Regression for Presence-only Data
Fabio Divino, Natalia Golini, Giovanna Jona Lasinio +1
Presence-only data are referred to situations in which, given a censoring mechanism, a binary response can be observed only with respect to on outcome, usually called \textit{prese…