Sentence examples for dynamic panel data estimation from inspiring English sources

Moreover, in addition to these seven regressions, we also report the coefficients of the regression with the IV estimation and finally the dynamic panel data estimation using the GMM estimator.

This alleviates our estimates from the well-known dynamic panel data estimation problems, and allows us to proceed with System OLS, rather than System GMM, estimation.13.

Their method has recently been implemented by Kripfganz (2015) in a Stata command called xtdpdqml, which stands for "cross-section time-series dynamic panel data estimation by quasi-maximum likelihood".

By using a dynamic panel data estimation technique, we obtain the results presented in Tables 3 and 4. The Sargan test and AR (1) and AR (2) test results confirm the selection of instrumental variables and zero or no autocorrelation, respectively, which endorses the validity of the results.

Regarding the covariates (R_{it}) and (R_{it}*tw_{i,t-1}) in Eq. (5.1), they are instrumented using the FS dummies directly as well as their interactions with lagged temporary work shares, on top of other conventional IVs (appropriate lags of the levels and first differences of dependent variable and other predetermined controls) in dynamic panel data estimation.

Based on dynamic panel data estimations, we found that human capital and the countries' productive specialization dynamics are crucial factors for economic growth.

GMM methods for dynamic panel data are used to estimate the econometric model in the present study.

Panel data estimation is used to estimate the two models.

Unlike the previous studies that used the seemingly unrelated regression estimation and Generalized Least Square regression, we employ in this paper the system Generalized Method of Moment (GMM) estimator in dynamic panel data models initially proposed by Arellano and Bover (1995) and later by Blundell and Bond (1998).

The study is conducted using the generalized method of moments (GMM) estimator on dynamic panel data for the period of (2009 2015) on 768 listed manufacturing firms.

The dynamic panel data approach, generalized method of moments (GMM), is used for estimation purpose.