Estimating the variance of the sample mean in two-dimensional systematic sampling

作者: Marcello D’Orazio

DOI: 10.1198/1085711032174

关键词: MathematicsCluster samplingSampling designSlice samplingSystematic samplingLine plot surveySampling (statistics)StatisticsVariance reductionPoisson sampling

摘要: This article investigates the problem of estimating sampling error when population mean (total) is estimated from a single two-dimensional systematic sample. In particular, extensions known approximate variance estimators used in linear are introduced. These almost new have advantage taking into account spatial ordering sample units and, consequently, autocorrelation among them. An investigation their properties carried out through series simulations and an empirical study.

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