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A nonhomogeneous Poisson process geostatistical model
(Springer, 2022)
Modelagem e predição espaço-temporal dos casos de dengue utilizando processo pontual de Cox log-GaussianoSpatio-temporal modelling and prediction of dengue cases using log-Gaussian Cox point process .
(Universidade Federal de LavrasPrograma de Pós-Graduação em Estatística e Experimentação AgropecuáriaUFLAbrasilDepartamento de Ciências Exatas, 2017)
A Nonhomogeneous Poisson Process Geostatistical Model
(SpringerNew York, 2017)
Spatial Log-Gaussian Cox processes for modeling wildfire ignition risk : the case of the Forest Reserve of Bogotá D.C
(UniandesMaestría en Ingeniería IndustrialFacultad de IngenieríaDepartamento de Ingeniería Industrial, 2017)
In this paper, we present a methodology for modeling the wildfire ignition risk distribution of the Forest Reserve of Bogotá D.C. We propose to use a spatial point pattern approach for the analysis of the process. From the ...
Incorporating environmental heterogeneity and observation effort to predict host distribution and viral spillover from a bat reservoir
(Royal Society Publishing, 2023)
Predicting the spatial occurrence of wildlife is a major challenge for ecology and management. In Latin America, limited knowledge of the number and locations of vampire bat roosts precludes informed allocation of measures ...
Modelo espacial bayesiano de Cox log-gaussiano usando SPDE para estimar la ocurrencia de incendios forestales en el Perú
(Pontificia Universidad Católica del PerúPE, 2023)
Caracterización de las infracciones de tránsito en Bogotá en el año 2017 utilizando un modelo Cox Log - Gaussiano de patrones puntuales
(Universidad Santo TomásMaestría Estadística AplicadaFacultad de Estadística, 2021-09-16)
The spatial analysis of point patterns is used to know the behavior of a set of data throughout a spatial observation window, and then to propose models that allow making predictions about the number of occurrences of a ...
Study of the spatiotemporal correlation between sediment-related blockage events in Bogotá's sewer system
(UniandesMaestría en Ingeniería IndustrialFacultad de IngenieríaDepartamento de Ingeniería Industrial, 2018)
The planning and scheduling of maintenance operations of sewer systems generate a complex decision-making environment due to the difficulty in the collection of periodic information about the condition of their components. ...
Procesos de conteo, sobredispersión y extensiones
(Universidad Nacional de ColombiaBogotá - Ciencias - Doctorado en Ciencias - MatemáticasDepartamento de MatemáticasFacultad de CienciasBogotá, ColombiaUniversidad Nacional de Colombia - Sede Bogotá, 2021-04-19)
Se presenta una revisión detallada de modelos sobredispersos de regresión lineal y no lineal para
datos de conteo, desde un enfoque Bayesiano. Se propone la función de distribución beta inclinada binomial,
se estudian ...