Optimum second call imputation in PPS sampling

The current study deals with imputation of item non-response in probability proportional to size (PPS) sampling. A new imputation procedure is proposed by using the known co-variance between the study variable and the auxiliary variable in the case of quantitative sensitive study variable by conside...

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Detalles Bibliográficos
Autores principales: Sohil, Fariha, Sohail, Muhammad Umair, Shabbir, Javid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8782356/
https://www.ncbi.nlm.nih.gov/pubmed/35061726
http://dx.doi.org/10.1371/journal.pone.0261834
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author Sohil, Fariha
Sohail, Muhammad Umair
Shabbir, Javid
author_facet Sohil, Fariha
Sohail, Muhammad Umair
Shabbir, Javid
author_sort Sohil, Fariha
collection PubMed
description The current study deals with imputation of item non-response in probability proportional to size (PPS) sampling. A new imputation procedure is proposed by using the known co-variance between the study variable and the auxiliary variable in the case of quantitative sensitive study variable by considering the non-response in a randomization mechanism on the second call. An empirical study is conducted at the optimum values of k(og) and n(og) for the relative comparisons of ratio, difference, and proposed estimators, respectively, with the Hansen-Hurwitz estimator.
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spelling pubmed-87823562022-01-22 Optimum second call imputation in PPS sampling Sohil, Fariha Sohail, Muhammad Umair Shabbir, Javid PLoS One Research Article The current study deals with imputation of item non-response in probability proportional to size (PPS) sampling. A new imputation procedure is proposed by using the known co-variance between the study variable and the auxiliary variable in the case of quantitative sensitive study variable by considering the non-response in a randomization mechanism on the second call. An empirical study is conducted at the optimum values of k(og) and n(og) for the relative comparisons of ratio, difference, and proposed estimators, respectively, with the Hansen-Hurwitz estimator. Public Library of Science 2022-01-21 /pmc/articles/PMC8782356/ /pubmed/35061726 http://dx.doi.org/10.1371/journal.pone.0261834 Text en © 2022 Sohil et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Sohil, Fariha
Sohail, Muhammad Umair
Shabbir, Javid
Optimum second call imputation in PPS sampling
title Optimum second call imputation in PPS sampling
title_full Optimum second call imputation in PPS sampling
title_fullStr Optimum second call imputation in PPS sampling
title_full_unstemmed Optimum second call imputation in PPS sampling
title_short Optimum second call imputation in PPS sampling
title_sort optimum second call imputation in pps sampling
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8782356/
https://www.ncbi.nlm.nih.gov/pubmed/35061726
http://dx.doi.org/10.1371/journal.pone.0261834
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AT sohailmuhammadumair optimumsecondcallimputationinppssampling
AT shabbirjavid optimumsecondcallimputationinppssampling

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