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Some classes of estimators in the presence of non-response using auxiliary attribute
In this paper, possible solutions of problem of non-response in the variable of interest are proposed when information about an auxiliary attribute is available. By taking motivation from the previous work, modified classes have been suggested for estimating population mean. Two new generalized clas...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4975745/ https://www.ncbi.nlm.nih.gov/pubmed/27540504 http://dx.doi.org/10.1186/s40064-016-2922-x |
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author | Riaz, Saba Darda, Md. Abud |
author_facet | Riaz, Saba Darda, Md. Abud |
author_sort | Riaz, Saba |
collection | PubMed |
description | In this paper, possible solutions of problem of non-response in the variable of interest are proposed when information about an auxiliary attribute is available. By taking motivation from the previous work, modified classes have been suggested for estimating population mean. Two new generalized classes of estimators are presented along with their asymptotic biases and variances. Efficacy analysis of the suggested classes is acquired with the usual regression estimator. Two real examples have been provided to show the efficiency of the proposed design approach and comparison of suggested estimators with the linear regression estimator. |
format | Online Article Text |
id | pubmed-4975745 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-49757452016-08-18 Some classes of estimators in the presence of non-response using auxiliary attribute Riaz, Saba Darda, Md. Abud Springerplus Research In this paper, possible solutions of problem of non-response in the variable of interest are proposed when information about an auxiliary attribute is available. By taking motivation from the previous work, modified classes have been suggested for estimating population mean. Two new generalized classes of estimators are presented along with their asymptotic biases and variances. Efficacy analysis of the suggested classes is acquired with the usual regression estimator. Two real examples have been provided to show the efficiency of the proposed design approach and comparison of suggested estimators with the linear regression estimator. Springer International Publishing 2016-08-05 /pmc/articles/PMC4975745/ /pubmed/27540504 http://dx.doi.org/10.1186/s40064-016-2922-x Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Research Riaz, Saba Darda, Md. Abud Some classes of estimators in the presence of non-response using auxiliary attribute |
title | Some classes of estimators in the presence of non-response using auxiliary attribute |
title_full | Some classes of estimators in the presence of non-response using auxiliary attribute |
title_fullStr | Some classes of estimators in the presence of non-response using auxiliary attribute |
title_full_unstemmed | Some classes of estimators in the presence of non-response using auxiliary attribute |
title_short | Some classes of estimators in the presence of non-response using auxiliary attribute |
title_sort | some classes of estimators in the presence of non-response using auxiliary attribute |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4975745/ https://www.ncbi.nlm.nih.gov/pubmed/27540504 http://dx.doi.org/10.1186/s40064-016-2922-x |
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