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An advantage of model-assisted estimation, as compared to model-based and hybrid inference, is that the unbiasedness of estimators of totals and means do not rely on the correctness of the model; the model is only applied for enhancing a design-based estimator (Särndal et al. 1992).
The regression coefficients of total genetic value on its estimate (b) was calculated to assess unbiasedness.
Accuracy consists of precision and unbiasedness.
Two levels of weights can be utilized to achieve unbiasedness and to gain efficiency.
Convergence results and unbiasedness properties have been proved for this estimator in a previous work.
The unbiasedness of these estimators assures good estimation for large samples, but not for small samples.
Precision is dealt with by statistical methods, but for unbiasedness one needs expert judgment.
"Total, total, total opposites".
The proposed FIR filter is shown to have good inherent properties such as unbiasedness and deadbeat.
Its Moran Coefficient based estimators exhibit statistical properties of unbiasedness, efficiency, and consistency.
This paper presents a modified Bayesian estimator and discusses its unbiasedness, efficiency, learning ability and robustness.
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