Sentence examples for data estimator from inspiring English sources
A static model differentiates drivers of demand between products, while a dynamic panel data estimator estimates their short- and long-run impacts.
In fact concerning the first one, there would be no hope to perform incomplete data estimation if no complete data estimator exists, whereas the second requirement consists only in being able to simulate random values according to the a posteriori law.
In lieu of a more common panel data estimator, we opt for a multi-level generalized linear model (GLM) approach estimated with Stata/IC 14's xtmixed command using maximum likelihood with clustered standard errors.
A complete data estimator θ ̂ ( r, X ) hence exists.
They usually use a particular assumption either on the noisy image and/or on the class of the data estimator.
We further account for unobserved heterogeneity and spatial dependence via the use of a panel data estimator with spatial error components.
It is shown that these concepts are useful in characterizing the performance of process data estimators with regard to bias and uniqueness of an estimate, convergence of estimation procedures and the feasibility and implications of problem decomposition.
Three conclusions were drawn: the logistic regression model exhibited no serious lack of fit to the data; estimators enhanced using maps produced greater precision than estimates based on only the plot observations; and third, model-based synthetic estimators benefit from sample sizes for larger areas when applied to smaller subsets of the larger areas.
Our analysis is based on the estimation of reduced form innovation production functions using panel data estimators over the sample period 1994 2005.
The utility of observability and redundancy in characterizing the performance of process data estimators was established in previous studies [10].
The former are controlled by introducing model age as an additional characteristic, the latter are accounted for by using fixed effects panel data estimators.
