Showing 1 - 10 of 438
The asymptotic local powers of various panel unit root tests are investigated. The power envelope is obtained under …}, depending on whether or not incidental trends are extracted from the panel data. In the latter case, when the alternative …
Persistent link: https://www.econbiz.de/10014075867
Limit theory is developed for the dynamic panel GMM estimator in the presence of an autoregressive root near unity. In … Cauchy limit theory holds sequentially and jointly as (n,T) → ∞ with no restriction on the divergence rates of n and T. When … the common autoregressive root ρ = 1 c/√T the panel comprises a collection of mildly integrated time series. In this case …
Persistent link: https://www.econbiz.de/10013043193
This paper develops new estimation and inference procedures for dynamic panel data models with fixed effects and … known to affect conventional GMM estimation when the autoregressive coefficient (rho) is near unity. In both panel and time … even in very small samples. The approach is applied to panel unit root testing …
Persistent link: https://www.econbiz.de/10014055072
This paper proposes a nonparametric test for common trends in semiparametric panel data models with fixed effects based …
Persistent link: https://www.econbiz.de/10014176065
communally by all individuals in the sample. To capture such behavioral features, we employ a functional coefficient panel model … in which certain communal covariates may jointly influence panel interactions by means of their impact on the model … coefficients. Two classes of estimation procedures are proposed, one based on station averaged data the other on the full panel …
Persistent link: https://www.econbiz.de/10012863610
This paper makes several important contributions to the literature about nonparametric instrumental variables (NPIV) estimation and inference on a structural function h<sub>0</sub> and its functionals. First, we derive sup-norm convergence rates for computationally simple sieve NPIV (series 2SLS)...
Persistent link: https://www.econbiz.de/10012963056
We study the problem of nonparametric regression when the regressor is endogenous, which is an important nonparametric instrumental variables (NPIV) regression in econometrics and a difficult ill-posed inverse problem with unknown operator in statistics. We first establish a general upper bound...
Persistent link: https://www.econbiz.de/10013073448
This paper studies the Hodges and Lehmann (1956) optimality of tests in a general setup. The tests are compared by the exponential rates of growth to one of the power functions evaluated at a fixed alternative while keeping the asymptotic sizes bounded by some constant. We present two sets of...
Persistent link: https://www.econbiz.de/10014184534
A common stochastic restriction in econometric models separable in the latent variables is the assumption of stochastic independence between the unobserved and observed exogenous variables. Both simple and composite tests of this assumption are derived from properties of independence empirical...
Persistent link: https://www.econbiz.de/10012775542
-parametric tests. Small-b asymptotics involve standard limit theory such as standard normal or chi-squared limits, whereas fixed …
Persistent link: https://www.econbiz.de/10012783449