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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 ...
Modelos de regressão para o valor da produção de erva-mate no Rio Grande do Sul
(Universidade Federal de Santa MariaBrasilUFSMCentro de Ciências Naturais e Exatas, 2019-02-19)
Linear regressionmodelsthatsupposenormalresponsevariableswerewidelyuseduntil
more flexibletechniqueswereintroduced.Realsituationsareverycomplex,thusitisdifficult
that variablescomplywiththeassumptionsoftheclassiclinear ...
Reference ranges for knee height in Argentine children and adolescents aged 2 to 18 years
(Veterinary and Human Toxicology, 2020-05-30)
Objectives: Measurement of height is essential in the anthropometric assessment of growth and nutritional status. In some conditions, height measurement may be difficult or impossible. Proxy measurement such as knee height ...
Contribution of Two-Dose Vaccination Toward the Reduction of COVID-19 Cases, ICU Hospitalizations and Deaths in Chile Assessed Through Explanatory Generalized Additive Models for Location, Scale, and Shape
(2022)
Objectives: To assess the impact of the initial two-dose-schedule mass vaccination campaign in Chile toward reducing adverse epidemiological outcomes due to SARS-CoV-2 infection. Methods: Publicly available epidemiological ...
The impact of El Niño-Southern Oscillation on the rainfall temporal variability in the Piquiri watershed, Paraná State, BrazilO impacto do ENOS na variabilidade temporal da precipitação pluviométrica na bacia hidrográfica do rio Piquiri-PR
(Instituto Geológico, Secretaria do Meio Ambiente, São Paulo, 2021)
The resolution-dependent role of landscape attributes in shaping macro-scale biodiversity patterns
(WILEY, 2019)
Aim The aim was to assess whether and to what extent the role of local landscape attributes in shaping macroscopic biodiversity patterns is sensitive to spatial and thematic resolutions of land cover data. Location Sub-Saharan ...
A hands-on approach for fitting long-term survival models under the GAMLSS framework
(ELSEVIER IRELAND LTD, 2010)
In many data sets from clinical studies there are patients insusceptible to the occurrence of the event of interest. Survival models which ignore this fact are generally inadequate. The main goal of this paper is to describe ...
Essays on nonnormal regression modeling
(Universidade Federal de PernambucoUFPEBrasilPrograma de Pos Graduacao em Estatistica, 2018)