Weighting and imputation comparison in small area estimation
Articles
Vilma Nekrašaitė-Liegė
Vilniaus Gedimino technikos universitetas
Published 2010-12-21
https://doi.org/10.15388/LMR.2010.75
PDF

Keywords

small area
response probability
imputation
model

How to Cite

Nekrašaitė-Liegė V. (2010) “Weighting and imputation comparison in small area estimation”, Lietuvos matematikos rinkinys, 51(proc. LMS), pp. 414–419. doi: 10.15388/LMR.2010.75.

Abstract

In this paper, different methods of nonresponse adjustment for the totals of small area domains are examined. To improve quality of estimations linear model with random parameters at domain level is used. The empirical results are based on Monte Carlo simulations with repeated samples drawn from a finite population constructed from the Lithuanian survey on short-term statistics on service.

PDF
Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

Please read the Copyright Notice in Journal Policy