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Advocating better habitat use and selection models in bird ecology
(Sociedade Brasileira de Ornitologia, 2018-06)
Studies on habitat use and habitat selection represent a basic aspect of bird ecology, due to its importance in natural history, distribution, response to environmental changes, management and conservation. Basically, a ...
A comparison of modeling techniques to predict hydrological indices in ungauged rivers
(Asociación Ibérica de Limnología (AIL), 2020)
Climate-driven statistical models as effective predictors of local dengue incidence in costa rica: a generalized additive model and random forest approach
(Centro de Investigaciones en Matemática Pura y Aplicada (CIMPA) y Escuela de Matemática, San José, Costa Rica., 2020)
Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics
(John Wiley and Sons Inc, 2022)
The advent of technological developments is allowing to gather large amounts of data in several research fields. Learning analytics (LA)/educational data mining has access to big observational unstructured data captured ...
Multiple discrete continuous choice modeling through additively and non-additively separable functional forms.
(Universidad de Concepción.Facultad de Ciencias Económicas y Administrativas, 2023)
This paper compares welfare measures for Multiple Discrete-Continuous (MDC) choice models
with Additively Separable Utility (ASU) and Non-Additively Separable Utility (NASU) functions. The uncommonly used NASU approach ...
Additions of landscape metrics improve predictions of occurrence of species distribution models
(2017-09-01)
Species distribution models are used to aid our understanding of the processes driving the spatial patterns of species’ habitats. This approach has received criticism, however, largely because it neglects landscape metrics. ...
Comparative performance of generalized additive models and boosted regression trees for statistical modeling of incidental catch of wahoo (Acanthocybium solandri) in the Mexican purse-seine fishery
(Ecological Modelling, 2012)
Wahoo (Acanthocybium solandri) is distributed in all tropical and subtropical oceans and caught incidentally by the tuna purse-seine fishery in the Eastern Pacific Ocean (EPO). Generalized additive models (GAM) and boosted ...
A comparison of modeling techniques to predict hydrological indices in ungauged rivers
(Asociación Ibérica de Limnología (AIL), 2020)