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Método bagging para aprimoramento de previsões de séries temporais
(Universidade Federal de São CarlosUFSCarPrograma Interinstitucional de Pós-Graduação em Estatística - PIPGEsCâmpus São Carlos, 2021-10-22)
Different methodologies are proposed and explored aiming to reduce time series forecasting
error. A promising approach consists in combining different forecasts from different models
in order to get a better accuracy, ...
A parametric, information-theory model for predictions in time series
(Elsevier Science, 2014-03)
In this work, a method based on information theory is developed to make predictions from a sample of nonlinear time series data. Numerical examples are given to illustrate the effectiveness of the proposed method.
Remarks Concerning Graphical Models for Time Series and Point ProcessesRemarks Concerning Graphical Models for Time Series and Point Processes
(Sociedade Brasileira de Econometria, 1996)
Estimation of a measure of local correlation for independent samples and time series data
(Springer (India)Calcutta, 2013)
Different from measures of global dependence, measures of local dependence
evaluate the dependence along the support of the variables. The aim of
this paper is to study a measure of local dependence proposed by Bairamov,
Kotz ...
Time Series Decomposition using Automatic Learning Techniques for Predictive Models
(Institute of Physics Publishing, 2020-01-07)
This paper proposes an innovative way to address real cases of production prediction. This approach consists in the decomposition of original time series into time sub-series according to a group of factors in order to ...
Impact of the dry law on road traffic mortality in brazilian states: An interrupted time series analysisImpacto da lei seca sobre a mortalidade no trânsito nas unidades federativas do brasil: Uma análise de série temporal interrompida
(2021-01-01)
Objective: To assess the impact of 2008 Public Law number 11,705, also known as Dry Law (DL-08), on mortality from road traffic accidents (RTA), in each of the 27 Brazilian Federative Units (BFUs). Methods: Ecological study ...