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Induced OWA operators in linear regression
(IOS Press, 2020)
The induced ordered weighted average (IOWA) is an aggregation operator that provides a parameterized family of operators between the minimum and the maximum. This work presents a new application that uses the simple linear ...
Estimation of spontaneous blinking main sequence in normal subjects and patients with Graves' upper eyelid retraction
(2013-02-01)
Purpose. We quantified the main sequence of spontaneous blinks in normal subjects and Graves' disease patients with upper eyelid retraction using a nonlinear and two linear models, and examined the variability of the main ...
Uma proposta contextualizada para o ensino médio: regressão linear
(Universidade Federal de São CarlosUFSCarPrograma de Pós-Graduação em Ensino de Ciências Exatas - PPGECECâmpus São Carlos, 2019-01-25)
This work has as the main objective the teaching of Linear Regression contextualized to High School students. For this, it was elaborated a plan of teaching unity which has four class plans. The class plans are structured ...
Bayesian inference in spherical linear models: robustness and conjugate analysis
(ELSEVIER INC, 2006)
The early work of Zellner on the multivariate Student-t linear model has been extended to Bayesian inference for linear models with dependent non-normal error terms, particularly through various papers by Osiewalski, Steel ...
Linear functional regression: The case of fixed design and functional response
(Universidad de San Andrés. Departamento de Matemáticas y Ciencias, 2001-06)
Modelos lineares generalizados multinomiais univariado e bivariado
(Universidade Federal de São CarlosUFSCarCâmpus São CarlosEstatística - Es, 2021-06-10)
This work presents the basical theorics fundaments of the generalized linear models e the caracteristiscs of the univariate multinomial and binomial logistic regression analysis. Practical aplications of binomial regression ...
Application of k-means clustering, linear discriminant analysis and multivariate linear regression for the development of a predictive QSAR model on 5-lipoxygenase inhibitors
(Elsevier Science, 2015-04)
In this work, we performed a quantitative structure activity relationship (QSAR) model for a family of 5-lipoxygenase (5-LOX) inhibitors using k-means clustering and linear discriminant analysis (LDA) for the selection of ...
Non-destructive equations to estimate the leaf area of Styrax pohlii and Styrax ferrugineus
(Instituto Internacional de Ecologia, 2014-02-01)
We developed linear equations to predict the leaf area (LA) of the species Styrax pohlii and Styrax ferrugineus using the width (W) and length (L) leaf dimensions. For both species the linear regression (Y=α+bX) using LA ...