Some improved and alternative imputation methods for finite population mean in presence of missing information

DOI10.1080/03610926.2020.1713375OpenAlexW3002807141MaRDI QIDQ5079072

Anup Kumar Sharma, Awadhesh K. Pandey, Garib Nath Singh

Publication date: 25 May 2022

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2020.1713375

zbMATH Keywords

missing dataauxiliary informationrelative efficiencyfinite population meanMonte Carlo simulation studyimputation methods

Mathematics Subject Classification ID

Sampling theory, sample surveys (62D05) Statistics (62-XX)

Related Items (7)

Some general classes of efficient estimators in case of missing data ⋮ Efficient imputation methods to handle missing data in sample surveys ⋮ Improved imputation methods for missing data in two-occasion successive sampling ⋮ Some efficient estimators in case of missing data ⋮ Estimation of population mean in presence of missing data under simple random sampling ⋮ Estimation of population mean using a difference-type exponential imputation method ⋮ Optimal imputation of the missing data using multi auxiliary information

Uses Software

• SDaA

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Amputation versus imputation of missing values through ratio method in sample surveys
• Imputation by power transformation
• Estimation of population mean using imputation techniques in sample surveys
• Improved Estimators of the Population Mean for Missing Data
• Ratio and Product Type Exponential Estimators
• Estimators for the Population Mean in the Case of Missing Data
• Inference and missing data
• Some imputation methods for missing data in sample surveys
• An improved alternative estimation procedure for current population mean in presence of positively and negatively correlated auxiliary variables in two-occasion rotation patterns
• Some imputation methods to compensate with non-response for estimation of population mean in two-occasion successive sampling
• Efficient combination of various estimators in the presence of non-response
• Generalized estimation strategy for mean estimation on current occasion in two-occasion rotation patterns
• Optimality of ratio type estimation methods for population mean in the presence of missing data
• A new method of imputation in survey sampling
• Compromised imputation in survey sampling.

This page was built for publication: Some improved and alternative imputation methods for finite population mean in presence of missing information