[PDF] Top 20 Estimation in dynamic panel data models: improving on the performance of the standard GMM estimator

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... These codes presented three functions for calculating three important estimators in dynamic panel data (DPD) models; these estimators are Arellano-Bond (1991), Arellano- Bover (1995), and ... See full document

... the standard robust weighting matrix based on 1-step residuals; (h) collapsing also reduces size problems of the incremental Sargan-Hansen effect stationarity test; (i) except under simultaneity, the GMM ... See full document

... consider GMM and GEL estimators in a panel data model with heterogenous id- iosyncratic errors and predetermined variables which are introduced via inclusion of a lagged independent variable as an ... See full document

... of dynamic heterogeneous ...coefficients panel data models, to highlight similarities and differences with the EM-REML ...unbiased estimator of the variance ...the estimator of ... See full document

... the estimation using GMM System estimator proposed by Arellano and Bover, (1995) and Blundell and Bond, (1998, ...The estimator GMM system (GMM SYS) permits the researchers to ... See full document

... simulated data to investigate both the small and large sample properties of the within-groups (WG) estimator and the first difference generalized method of moments (FD-GMM) estimator of a ... See full document

... considers estimation of short dynamic panel data models with error cross-sectional ...the standard moment conditions with respect to individual i itself are invalid- ated, and ... See full document

... efficient estimator can be obtained through the two-step procedure in the standard GMM ...estimated standard errors have a small sample downward bias in DPD setting, and one-step estimates ... See full document

... and estimation strategies, including the maximum like- lihood (ML), GMM and Bayesian methods, receive considerably more attention than specification testing and other forms of hypothesis tests for the SDPD ... See full document

... Openness to trade has been one of the primary drivers stimulating growth. The goal of this particular study is to investigate the relationship between trade openness and economic growth in 87 selected countries which ... See full document

... price data are made up of specific products, such as ham, bananas and postage, ...the estimation issues in the conventional PPP literature, such as heterogeneity, cross-sectional dependence, and ... See full document

... pcml estimator for the proposed model through an extensive simulation ...pcml estimator exhibits a negligible bias, for both the regression parameter associated with the predetermined co- variate and the ... See full document

... CONCLUSION AND POLICY IMPLICATIONS This paper is interested in examining the relationship between economic growth and remittances in Tunisia during the period from 1987 to 2012. This work contributes to the literature in ... See full document

... Two-step INRY-GMM estimator One-step INRY-GMM estimator RS GMM estimator Generalized method of moments Item nonresponse Item nonresponsewhen the MDM depends on thedependent variable only[r] ... See full document

... Under the Random Effects model (see Table 1), the coefficient of determination (R 2 ) explains 55.74 percent the variability of the response data around its mean, i.e., the predictors under this model adequately ... See full document

... In general, the random-coefficients models have been applied in different fields and they constitute a unifying setup for many statistical problems. Moreover, s everal applications of Swamy’s model have appeared ... See full document

... In an attempt to control for the endogenity bias, a powerful 2SLS approach was applied in this study. We used the lagged value of income as an internal instrument, which is a standard procedure in the literature ... See full document

... A vast amount of empirical literature investigates the nexus among growth, poverty, and education cap- ital. This literature in general reveals that education has a positive and significant impact on economic growth and ... See full document

... Table 2 presents the panel cointegration tests. It is clear that the null hypothesis of no cointegation is rejected at 1% level according to the employed cointegration tests. More specifically, by employing the ... See full document