Comparative study of different imputation methods

DOI10.1080/03610918.2021.1937647OpenAlexW3174119246MaRDI QIDQ6050479

Fariha Sohil, Muhammad Umair Sohail, Javid Shabbir

Publication date: 18 September 2023

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2021.1937647

zbMATH Keywords

mean squared errorimputationnon-responsehigher order moments

Mathematics Subject Classification ID

Sampling theory, sample surveys (62D05)

Cites Work

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• Ratio estimator for the population mean using ranked set sampling
• Exponential ratio and product type estimators of the mean in stratified two-phase sampling
• On Estimating Finite Population Mean in Simple and Stratified Random Sampling
• Ratio and Product Type Exponential Estimators
• Variance Estimation Using Auxiliary Information
• Inference and missing data
• Generalized Family of Estimators for Imputing Scrambled Responses
• Imputation using higher order moments of an auxiliary variable
• Estimation of the population mean by successive use of an auxiliary variable in median ranked set sampling
• An exponential family of median based estimators for mean estimation with simple random sampling scheme
• New class of exponential estimators for finite population mean in two-phase sampling
• On optimality of imputation methods for estimation of population mean using higher order moment of an auxiliary variable
• A new class of ratio-type estimators for improving mean estimation of nonsensitive and sensitive variables by using supplementary information
• A Generalized Class of Ratio Type Exponential Estimators of Population Mean Under Linear Transformation of Auxiliary Variable
• MODEL-ASSISTED HIGHER-ORDER CALIBRATION OF ESTIMATORS OF VARIANCE
• The Utilization of a Known Coefficient of Variation in the Estimation Procedure
• Imputation based mean estimators in case of missing data utilizing robust regression and variance–covariance matrices
• An alternative estimator for multi-character surveys.

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