Testing I(1) against I(d) alternatives in the presence of deteministic components


Autoria(s): Dolado, Juan J.; Gonzalo, Jesús; Mayoral, Laura
Contribuinte(s)

Universitat Pompeu Fabra. Departament d'Economia i Empresa

Data(s)

04/10/2006

Resumo

This paper discusses the role of deterministic components in the DGP and in the auxiliaryregression model which underlies the implementation of the Fractional Dickey-Fuller (FDF) test for I(1) against I(d) processes with d [0, 1). This is an important test in many economic applications because I(d) processess with d < 1 are mean-reverting although, when 0.5 = d < 1, like I(1) processes, they are nonstationary. We show how simple is the implementation of the FDF in these situations, and argue that it has better properties than LM tests. A simple testing strategy entailing only asymptotically normally distributedtests is also proposed. Finally, an empirical application is provided where the FDF test allowing for deterministic components is used to test for long-memory in the per capita GDP of several OECD countries, an issue that has important consequences to discriminate between growth theories, and on which there is some controversy.

Identificador

http://hdl.handle.net/10230/403

Idioma(s)

eng

Direitos

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info:eu-repo/semantics/openAccess

<a href="http://creativecommons.org/licenses/by-nc-nd/3.0/es/">http://creativecommons.org/licenses/by-nc-nd/3.0/es/</a>

Palavras-Chave #Operations Management #deterministic components #dickey-fuller test #fractionally dickey-fuller test #fractional processes #long memory #trends #unit roots
Tipo

info:eu-repo/semantics/workingPaper