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Williamson, N.J. (1982) "Cluster sampling estimation of the variance of abundance estimates derived from quantitative echo sounder surveys" in Canadian J. of Fisheries and Aquatic Sciences.
Random sampling, estimation of distribution parameters (method of moments, maximum likelihood, Bayesian estimation), and simple and multiple linear regression.
More recently, Kusuma and Goyal [27] have derived the SRL based on the Smith criterion in sampling estimation problems involving a powersum series.
PCG is involved in study design conception and coordination and provided substantial contribution to sampling estimation.
PCG is involved in study design conception and coordination, provided substantial contribution to sampling estimation and revised the manuscript.
We fitted the above Bayesian hierarchical regression model using two-level normal independent sampling estimation (TLNise) (Everson and Morris 2000) with noninformative priors.
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To improve small-sample estimation, we consider several variance adjustments.
Robinson, M. D. & Smyth, G. K. Small-sample estimation of negative binomial dispersion, with applications to SAGE data.
The resulting surrogate model is first demonstrated to yield accurate out-of-sample estimation of absorptivity.
These techniques are different sampling plans designed to reduce the small-sample estimation bias and variance contributions.
Section 3.2 then discusses the precoding design to combat the effect of finite-sample estimation errors.
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