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Entree


Transfer Function Models with Time-Varying Coefficients

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Autor(es):
de A. Moura, Maria Silvia ; Morettin, Pedro A. ; C. Toloi, Clelia M. ; Chiann, Chang
Número total de Autores: 4
Tipo de documento: Artigo Científico
Fonte: JOURNAL OF PROBABILITY AND STATISTICS; v. 2012, p. 31-pg., 2012-01-01.
Resumo

We consider a transfer function model with time-varying coefficients. We propose an estimation procedure, based on the least squares method and wavelet expansions of the time-varying coefficients. We discuss some statistical properties of the estimators and assess the validity of the methodology through a simulation study. We also present an application of the proposed procedure to a real pair of series. (AU)

Processo FAPESP: 08/51097-6 - Séries temporais, análise de dependência e aplicações
Beneficiário:Pedro Alberto Morettin
Modalidade de apoio: Auxílio à Pesquisa - Temático