Please use this identifier to cite or link to this item:
http://repositorio.ufla.br/jspui/handle/1/43137
Title: | Análise bayesiana de sensibilidade do modelo AR(1) para dados em painel: uma aplicação em dados temporais de microarrays |
Other Titles: | Bayesian approach of AR(1) panel data model: application in microarray time series data |
Keywords: | Dados em painel Modelo auto-regressivo Inferência bayesiana Panel data Autoregressive model Bayesian inference Microarray time series |
Issue Date: | Dec-2010 |
Publisher: | Universidade Estadual Paulista “Júlio de Mesquita Filho” (UNESP) |
Citation: | MORAIS, T. S. da S. et al. Análise bayesiana de sensibilidade do modelo AR(1) para dados em painel: uma aplicação em dados temporais de microarrays. Revista Brasileira de Biometria, São Paulo, v. 28, n. 4, p. 171-192, out./dez. 2010. |
Abstract: | We considered a Bayesian analysis of first order autoregressive, AR(1), panel data model, using exact likelihood function, comparative analysis of prior distributions (sensitivity analysis) and predictive distributions of future observations. The methodology efficiency was evaluated by a simulation study using three prior, which were related to different Generalized Beta distributions: symmetric, asymmetric and uniform prior. We applied the proposed methodology to microarray time series real data of HeLa cells. The forecast of gene expression in one future time showed high efficiency. |
URI: | http://jaguar.fcav.unesp.br/RME/fasciculos/v28/v28_n4/A10_Fabiano.pdf http://repositorio.ufla.br/jspui/handle/1/43137 |
Appears in Collections: | DEX - Artigos publicados em periódicos |
Files in This Item:
There are no files associated with this item.
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.