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Transfer Function Models with Time-Varying Coefficients

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Author(s):
de A. Moura, Maria Silvia ; Morettin, Pedro A. ; C. Toloi, Clelia M. ; Chiann, Chang
Total Authors: 4
Document type: Journal article
Source: JOURNAL OF PROBABILITY AND STATISTICS; v. 2012, p. 31-pg., 2012-01-01.
Abstract

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)

FAPESP's process: 08/51097-6 - Time Series, Dependence Analysis and Applications
Grantee:Pedro Alberto Morettin
Support Opportunities: Research Projects - Thematic Grants