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A New Variance Component Score Test for Testing Distributed Lag Functions with Applications in Time Series Analysis

We propose to test a given constrained distributed lag model (DLM) of the form β = Cθ against an unconstrained alternative using a variance component score test (VCST) and show that VCST is more powerful than the standard likelihood ratio test in a simulation study.

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Detalhes bibliográficos
Publicado no:Stat Probab Lett
Main Authors: Chen, Yin-Hsiu, Mukherjee, Bhramar
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5703603/
https://ncbi.nlm.nih.gov/pubmed/29200542
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.spl.2016.12.003
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