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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...

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Detalles Bibliográficos
Autores principales: Riaz, Saba, Darda, Md. Abud
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2016
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.
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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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