A generalized class of estimators for sensitive variable in the presence of measurement error and non-response under stratified random sampling
In survey sampling an investigator may be unable to get the complete and correct information at the same time. So non-response and measurement error occur simultaneously and consequently may effect the estimator. Considering this problem, a generalized class of estimators is proposed for estimating...
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| Format: | Article |
| Language: | English |
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Elsevier
2022-02-01
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| Series: | Journal of King Saud University: Science |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S1018364721004031 |
| _version_ | 1798025196340248576 |
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| author | Erum Zahid Javid Shabbir Osama Abdulaziz Alamri |
| author_facet | Erum Zahid Javid Shabbir Osama Abdulaziz Alamri |
| author_sort | Erum Zahid |
| collection | DOAJ |
| description | In survey sampling an investigator may be unable to get the complete and correct information at the same time. So non-response and measurement error occur simultaneously and consequently may effect the estimator. Considering this problem, a generalized class of estimators is proposed for estimating the finite population mean for sensitive variable in the presence of measurement error and non-response under stratified random sampling. We conducted a study based on real data set at Quaid-i-Azam University, Islamabad. Simulation and real life data sets are used to observe the performances of the estimators. Bias and MSE values are given for the comparison of estimators. |
| first_indexed | 2024-04-11T18:14:50Z |
| format | Article |
| id | doaj.art-077150242c3e44a5b28eb2545f568f2e |
| institution | Directory Open Access Journal |
| issn | 1018-3647 |
| language | English |
| last_indexed | 2024-04-11T18:14:50Z |
| publishDate | 2022-02-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Journal of King Saud University: Science |
| spelling | doaj.art-077150242c3e44a5b28eb2545f568f2e2022-12-22T04:09:57ZengElsevierJournal of King Saud University: Science1018-36472022-02-01342101741A generalized class of estimators for sensitive variable in the presence of measurement error and non-response under stratified random samplingErum Zahid0Javid Shabbir1Osama Abdulaziz Alamri2Department of Applied Mathematics and Statistics, Institute of Space Technology, Islamabad, Pakistan; Corresponding author.Department of Statistics, Quaid-i-Azam University, Islamabad, PakistanDepartment of Statistics, University of Tabuk, Saudi ArabiaIn survey sampling an investigator may be unable to get the complete and correct information at the same time. So non-response and measurement error occur simultaneously and consequently may effect the estimator. Considering this problem, a generalized class of estimators is proposed for estimating the finite population mean for sensitive variable in the presence of measurement error and non-response under stratified random sampling. We conducted a study based on real data set at Quaid-i-Azam University, Islamabad. Simulation and real life data sets are used to observe the performances of the estimators. Bias and MSE values are given for the comparison of estimators.http://www.sciencedirect.com/science/article/pii/S1018364721004031Auxiliary variableMeasurement errorNon-responseRandomized responseStratified random sampling |
| spellingShingle | Erum Zahid Javid Shabbir Osama Abdulaziz Alamri A generalized class of estimators for sensitive variable in the presence of measurement error and non-response under stratified random sampling Journal of King Saud University: Science Auxiliary variable Measurement error Non-response Randomized response Stratified random sampling |
| title | A generalized class of estimators for sensitive variable in the presence of measurement error and non-response under stratified random sampling |
| title_full | A generalized class of estimators for sensitive variable in the presence of measurement error and non-response under stratified random sampling |
| title_fullStr | A generalized class of estimators for sensitive variable in the presence of measurement error and non-response under stratified random sampling |
| title_full_unstemmed | A generalized class of estimators for sensitive variable in the presence of measurement error and non-response under stratified random sampling |
| title_short | A generalized class of estimators for sensitive variable in the presence of measurement error and non-response under stratified random sampling |
| title_sort | generalized class of estimators for sensitive variable in the presence of measurement error and non response under stratified random sampling |
| topic | Auxiliary variable Measurement error Non-response Randomized response Stratified random sampling |
| url | http://www.sciencedirect.com/science/article/pii/S1018364721004031 |
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