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Some Variants of Constrained Estimation in Finite Population Sampling.

Authors :
Ghosh, Malay
Steorts, Rebecca C.
Source :
International Statistical Review; May2019 Supplement, Vol. 87, pS90-S103, 14p
Publication Year :
2019

Abstract

Summary: This is a review article that unifies several important examples using constrained optimisation techniques. The basic tools are three simple mathematical optimisation results subject to certain constraints. Applications include calibration, benchmarking in small area estimation and imputation. A final illustration is constrained optimisation under a general divergence loss. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03067734
Volume :
87
Database :
Complementary Index
Journal :
International Statistical Review
Publication Type :
Academic Journal
Accession number :
136261563
Full Text :
https://doi.org/10.1111/insr.12309