Title of article
Testing model adequacy for dynamic panel data with intercorrelation
Author/Authors
Fu، Bo-Jie نويسنده , , Fung، Wing-Kam نويسنده , , Li، Wai-Keung نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2002
Pages
-590
From page
591
To page
0
Abstract
We give several definitions of residual autocorrelations and derive their joint asymptotic distribution for the panel time series model of Hjellvik & Tostheim (1999a).A portmanteau goodness-of-fit test arises naturally from the asymptotic distribution. Simulation results show that the asymptotic standard errors compared satisfactorily with the empirical standard errors, that the goodness-of-fit test has reasonable empirical size, and that it is powerful enough to be useful with a modest sample size. The results of this paper are illustrated with a real-data example
Keywords
Mixture model , Particle filter , Batch importance sampling , importance sampling , Generalised linear model , Markov chain Monte Carlo , Metropolis–Hastings , Parallel processing
Journal title
Biometrika
Serial Year
2002
Journal title
Biometrika
Record number
71790
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