RecordTest: An R Package to Analyze Non-Stationarity in the Extremes Based on Record-Breaking Events

J Castillo-Mateo, AC Cebrián, J Asín - Journal of Statistical Software, 2023 - jstatsoft.org
The study of non-stationary behavior in the extremes is important to analyze data in
environmental sciences, climate, finance, or sports. As an alternative to the classical extreme …

Importance of non-stationary analysis for assessing extreme sea levels under sea level rise

D Baldan, E Coraci, F Crosato, M Ferla… - … Hazards and Earth …, 2022 - nhess.copernicus.org
Increased coastal flooding caused by extreme sea levels (ESLs) is one of the major hazards
related to sea level rise. Estimates of return levels obtained under the framework provided …

Modelling the occurrence of heat waves in maximum and minimum temperatures over Spain and projections for the period 2031-60

J Abaurrea, J Asín, AC Cebrián - Global and planetary change, 2018 - Elsevier
The occurrence of extreme heat events in maximum and minimum daily temperatures is
modelled using a non-homogeneous common Poisson shock process. It is applied to five …

Epigenome-augmented eQTL-hotspots reveal genome-wide transcriptional programs in 36 human tissues

H Liu, Q Chen, J Guo, Y Zhou, Z You… - Briefings in …, 2024 - academic.oup.com
Expression quantitative trait loci (eQTLs) are used to inform the mechanisms of
transcriptional regulation in eukaryotic cells. However, the specificity of genome-wide eQTL …

Return periods of extreme sea levels: From magnitude to frequency, duration and seasonality. Implications in a regulated coastal lagoon

D Baldan, E Coraci, F Crosato, M Cornello… - Science of The Total …, 2023 - Elsevier
Extreme sea levels (ESLs) affect coastal ecosystems worldwide. Protection and adaptation
strategies rely on the characterization of the extreme's occurrence probability in the future …

Statistical modelling of electric vehicle charging behaviours

Y Amara-Ouali - 2022 - theses.hal.science
The development of electric vehicles (EV) is a major lever towards low-carbon transport. It
comes with a growing number of charging infrastructures that can be used as flexible assets …

Modeling and projecting the occurrence of bivariate extreme heat events using a non-homogeneous common Poisson shock process

J Abaurrea, J Asín, AC Cebrián - Stochastic environmental research and …, 2015 - Springer
A joint model is proposed for analyzing and predicting the occurrence of extreme heat
events in two temperature series, these being daily maximum and minimum temperatures …

Nonhomogeneous poisson process model of summer high temperature extremes over China

M Gao, H Zhang, A Zhang, Y Wang - Stochastic Environmental Research …, 2022 - Springer
In this study, nonhomogeneous Poisson process (NHPP) models arising from the extreme
value theory have been fitted to summer high temperature extremes (HTEs) at 321 …

nhppp: Simulating Nonhomogeneous Poisson Point Processes in R

TA Trikalinos, Y Sereda - arXiv preprint arXiv:2402.00358, 2024 - arxiv.org
We introduce thenhppp'package for simulating events from one dimensional non-
homogeneous Poisson point processes (NHPPPs) in R. Its functions are based on three …

Testing independence between two nonhomogeneous point processes in time

AC Cebrián, J Abaurrea, J Asín - Journal of Statistical Computation …, 2020 - Taylor & Francis
Point processes are often used to model the occurrence times of different phenomena, such
as heatwaves or spike trains. Many of those problems require to study the independence …