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
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
Journal title :
Biometrika