Asymptotic properties of the sample mean in adaptive sequential sampling with multiple selection criteria

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Abstract:

‎We extend the method of adaptive two-stage sequential sampling to‎‎include designs where there is more than one criteria is used in‎‎deciding on the allocation of additional sampling effort‎. ‎These‎‎criteria‎, ‎or conditions‎, ‎can be a measure of the target‎‎population‎, ‎or a measure of some related population‎. ‎We develop‎‎Murthy estimator for the design that is unbiased estimators for‎‎the population mean‎, ‎and propose another‎, ‎more efficient‎,‎estimator‎. ‎We investigate asymptotic properties of this estimator‎.‎We use a simulation study to investigate design properties of the‎‎multi-criteria adaptive sequential sampling scheme and also some‎‎estimator properties under the design‎.

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Journal title

volume 39  issue 3

pages  529- 557

publication date 2013-07-01

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