most citedSpatio-temporal point process modelling of fires in Sicily exploring human and environmental factors

1 citations · 1 across the 7 of their papers we have counts for

collaborators

7 papers

stat.ME2024

stopp: An R Package for Spatio-Temporal Point Pattern Analysis

Nicoletta D'Angelo, Giada Adelfio

stopp is a novel R package specifically designed for the analysis of spatio-temporal point patterns which might have occurred in a subset of the Euclidean space or on some specific…

stat.ME2024

Testing for a general changepoint in psychometric studies: changes detection and sample size planning

Nicoletta D'Angelo

This paper introduces a new method for change detection in psychometric studies based on the recently introduced pseudo Score statistic, for which the sampling distribution under t…

stat.ME2024

Semi-parametric profile pseudolikelihood via local summary statistics for spatial point pattern intensity estimation

Nicoletta D'Angelo, Giada Adelfio, Jorge Mateu +1

Second-order statistics play a crucial role in analysing point processes. Previous research has specifically explored locally weighted second-order statistics for point processes,…

stat.ME2024

Cubature scheme for spatio-temporal Poisson point processes estimation

Nicoletta D'Angelo, Giada Adelfio

This work presents the cubature scheme for the fitting of spatio-temporal Poisson point processes. The methodology is implemented in the R Core Team (2024) package stopp (D'Angelo…

cs.LG2024

A machine learning approach to predict university enrolment choices through students' high school background in Italy

Andrea Priulla, Alessandro Albano, Nicoletta D'Angelo +1

This paper explores the influence of Italian high school students' proficiency in mathematics and the Italian language on their university enrolment choices, specifically focusing…

stat.AP20241 cited

Spatio-temporal point process modelling of fires in Sicily exploring human and environmental factors

Nicoletta D'Angelo, Alessandro Albano, Andrea Gilardi +1

In 2023, Sicily faced an escalating issue of uncontrolled fires, necessitating a thorough investigation into their spatio-temporal dynamics. Our study addresses this concern throug…