Sentence examples for complete estimator from inspiring English sources

From Table 3, the imputation estimator (breve{g}(cdot)) has a better performance than the complete estimator (hat{g}(cdot)) in terms of MISE.

It is shown that imputation estimators have smaller standard errors than complete estimators.

Furthermore, the imputation estimators of α and β have smaller bias and SE than the complete estimators.

In order to derive the imputation estimators, first we define the complete estimators of β, α, and the nonparametric function (g(cdot)).

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.

A complete data estimator θ ̂ ( r, X ) hence exists.

With these notations, a complete data estimator of the separating matrix is provided by B=(X 0), where X 0 has been defined in Equation (18).

Efficiency of (hat {beta }_{textit {EPL}}) relative to the complete case estimator (hat {beta }_{textit {CC}}) is approximately the same for β 1= log(2) but much higher for β 2=0.5.

It means that in our algorithm, the original latent process r and the ICE sampling r ̂ [ q ] may be quite different, although the selected samples are distributed following P 0. This will be illustrated in Section 2. A complete data estimator of the parameter η is given by the empirical frequency η ̂ = 1 T ∑ t = 1 T δ ( r ( t ) = 0 ).

Let denote the complete-data estimator of, and its estimated variance.

On the basis of properties derived and some simulation results, the proposed estimators are compared with other complete case estimators.