Estimating the population mean using a complex sampling design dependent on an auxiliary variable
نویسندگان
چکیده
Abstract In surveying finite populations, the simplest strategy to estimate a population total without bias is employ Simple Random Sampling (SRS) with replacement (SRSWR) and expansion estimator based on it. Anything other than that including SRS Without Replacement (SRSWOR) usage of complex strategy. We examine here (1) if from sample at hand gain in efficiency may be unbiasedly estimated comparing “rival total-estimators” for competing strategies (2) how suitable model-expected variances rival estimators compete magnitude as examined numerically through simulations.
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ژورنال
عنوان ژورنال: Statistics in Transition New Series
سال: 2022
ISSN: ['1234-7655', '2450-0291']
DOI: https://doi.org/10.2478/stattrans-2022-0003