However, assuming that this effect is time-invariant and that observed characteristics are strictly exogenous with respect to the transitory error term (varepsilon ) permits the consistent estimation of (beta ) using panel data fixed effects estimators.
Under homoscedasticity the ordinary least squares parameter estimates are asymptotically normal and the ordinary least squares covariance estimation is a consistent estimation of the true covariance of the parameter estimates.
However, if the sampling design is non-ignorable, consistent estimation can be achieved by introducing design weights into the estimating functions, as proposed by Binder (1992) [ 12] and Lin (2000) [ 13].
Bowden, J., Davey Smith, G., Haycock, P. C. & Burgess, S. Consistent estimation in Mendelian randomization with some invalid instruments using a weighted median estimator.
Research Interests: Exponential families, estimation of log normalizing constant, consistent estimation, pseudo-likelihood.
– Stochastic blockmodel approximation of a graphon: Theory and consistent estimation by Airoldi, Costa and Chan.
In this case, the usual instruments are uncorrelated with the regressor but irrelevance does not prevent consistent estimation.
C-Lasso achieves simultaneous classification and consistent estimation in a single step and the classification exhibits the desirable property of uniform consistency.
Consistent Estimation of the Number of Dynamic Factors in a Large N And T Panel (with Dante Amengual), Journal of Business and Economic Statistics, January 2007.
This article discusses these issues and outlines some practical methods for consistent estimation of population conditional response probabilities.
The API Compendium represents a compilation of recognized methodologies providing guidance for consistent estimation of greenhouse gas (GHG) emissions specific to oil and natural gas industry operations.
