Dual-type quantile regression approach for mean estimation incorporating sampled and non-sampled data

• Published in: Heliyon Vol. 10; no. 10; p. e31034
• Main Authors: Alomair, Abdullah Mohammed, Iftikhar, Soofia
• Format: Journal Article
• Language: English
• Published: England Elsevier Ltd 30.05.2024; Elsevier
• Subjects: additives; Auxiliary information; class; design; Dual-type estimators; Quantile regression; regression analysis; sampling; Sensitive variable; SRS; Dual-type estimators; Quantile regression; Auxiliary information; SRS; Sensitive variable

Drawing inspiration from recent advancements in robust mean estimation within finite sampling theory, we introduce a novel dual-type class of mean estimators in a design-based framework. The dual-type class is based on quantile regression and is specifically designed to be effective in the presence...