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Power series generalized nonlinear models
(ELSEVIER SCIENCE BV, 2009)
We introduce in this paper a new class of discrete generalized nonlinear models to extend the binomial, Poisson and negative binomial models to cope with count data. This class of models includes some important models such ...
Automatic determination of the learning rate for multivariate and multinomial regression models
Throughout the years, artificial intelligence has developed into a widely researched and applied field, as a result of the significant advancements in technology and the expansion in computer resources. Artificial intelligence ...
Adaptive filter feature identification for structural health monitoring in aeronautical panel
(2011-08-15)
This paper presents an approach for structural health monitoring (SHM) by using adaptive filters. The experimental signals from different structural conditions provided by piezoelectric actuators/sensors bonded in the test ...
A valuation of patients` willingness-to-pay for insulin delivery in diabetes
(CAMBRIDGE UNIV PRESS, 2009)
Objectives: The aim of this study was to determine the insulin-delivery system and the attributes of insulin therapy that best meet patients` preferences, and to estimate patients` willingness-to-pay (WTP) for them. Methods: ...
A new class of discrete models for the analysis of zero-modified count data
(Universidade Federal de São CarlosUFSCarPrograma Interinstitucional de Pós-Graduação em Estatística - PIPGEsCâmpus São Carlos, 2020-04-03)
In this work, a new class of discrete models for the analysis of zero-modified count data has been introduced. The proposed class is composed of hurdle versions of the Poisson-Lindley, Poisson-Shanker, and Poisson-Sujatha ...
Elaboração de laudo de avaliação de um terreno pelo método comparativo por inferência estatística: um estudo de caso
(Universidade Federal de Santa MariaBrasilUFSMCentro de Tecnologia, 2022-02-22)
Among the attributions of civil engineers is the valuation of real estate, which is little explored, both in the field and in the job market. In view of this, the proposal of the work is to analyze, through a theoretical-practical ...
Modelos COM-Poisson correlacionados
(Universidade Federal de São CarlosUFSCarPrograma Interinstitucional de Pós-Graduação em Estatística - PIPGEsCâmpus São Carlos, 2019-04-23)
In this thesis two discrete distributions are proposed: Correlated COM-Poisson (CPC) and
Generalized partially correlated COM-Poisson (CPGPC). We have also proposed regression
models for the Generalized partially correlated ...
Aprendizaje por refuerzo relacional con acciones continuas
(Instituto Nacional de Astrofísica, Óptica y Electrónica, 2009)
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 ...