Communication in Statistics- Theory and Methods · 2016 · 15 citations · 20 references
Public HealthBiostatisticsMathematicsEpidemiologic MethodsExperimental DesignStatisticsEstimation TheoryInferential StatisticsMissing Data HandlingMissing Data MethodsSampling MethodsStatistical InferenceEfficient EstimationMissing Data In SurveysNonstatistical SamplingSample VarianceSampling BiasSampling ErrorTwo-stage SamplingVariance Estimation
Present investigation deals with the problem of random non response in estimation of population variance on current occasion in two-occasion successive sampling. To reduce the negative impact of random non response on both occasions, regression type imputation method has been suggested. Using auxiliary information, efficient estimation strategies have been developed for estimation of population variance on the current occasion. Estimator for the population variance is also derived as a special case when random non response occurs only on the current occasion. Empirical studies are carried out to show the dominance of suggested estimators over sample variance and exponential type estimators. Results are interpreted.
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