Calibration Approach-based Product Estimator of Finite Population Total with Subsampling of Nonrespondents under Single and Two-phase Sampling. Issue 8 (13th September 2016)

• Record Type: Journal Article
• Authors: Raman, Rohan Kumar; Sud, U. C.; Chandra, Hukum
• Is Part Of: Communications in statistics. Volume 45:Issue 8(2016)
• Page Start: 2965
• Page End: 2980
• Publication Date: 2016-09-13
• Subjects: Calibration approach -- Hansen and Hurwitz estimator -- Negative correlation -- Nonresponse -- Product estimator -- Subsampling; 62D05; Mathematical statistics -- Periodicals; Mathematical statistics -- Data processing -- Periodicals; Digital computer simulation -- Periodicals; 519.5
• DOI: 10.1080/03610918.2014.936468
• Languages: English
• ISSNs: 0361-0918

Abstract

Abstract : Hansen and Hurwitz (1946) technique– based estimator of population total is proposed using the calibration approach under the assumption that the auxiliary variable is negatively correlated with the study variable. The variance estimation is also considered. The two-phase sampling case is also explored. The theoretical results are demonstrated through empirical studies using both generated and real population data. The proposed estimator of population total outperforms the existing estimators in terms of the criteria of relative bias and relative root mean square error.