Repeated Trials in Randomized Response Sampling
Current Journal of Applied Science and Technology,
Page 101-108
DOI:
10.9734/cjast/2022/v41i484038
Abstract
In this article, a new estimator for estimating the proportion of sensitive attribute is constructed based on Warner [1] and Singh and Joarder [2] estimators. The results are derived in case respondents are selected by simple random sampling with replacement (SRSWR) and without replacement (SRSWOR). The proposed estimator is unbiased in both the cases and is more efficient than the estimator proposed by Singh and Joarder [2].
Keywords:
- Randomized response
- sensitive variable
- estimation of proportion
- relative efficiency
How to Cite
Walia, G. S. (2022). Repeated Trials in Randomized Response Sampling. Current Journal of Applied Science and Technology, 41(48), 101-108. https://doi.org/10.9734/cjast/2022/v41i484038
References
Warner SL. Randomized response: A survey technique for eliminating evasive answer bias. J. of Amer. Stat. Assoc. 1965;60:63-69.
Singh Sarjinder, Joarder AH. Unknown repeated trials in randomized response sampling. J. of Indian Soc. of Agri. Stat. 1997;50(1):103-105.
Kim J, Fleuk JA. Modifications of the randomized response technique for sampling without replacement. Amer. Stat. Assoc. 1978;346-350.
Mangat NS, Singh R. An alternative randomized procedure. Biometrika. 1990; 77:439–442.
Mangat NS. An improved randomized response strategy. Journal of the Royal Statistical Society. 1994;B56:93–95.
De Jong MG, Pieters R, Fox JP. Reducing social desirability bias through item randomized response: An application to measure underreported desires. Journal of Marketing Research. 2010;47:14–27.
Krumpal I. Estimating the prevalence of xenophobia and anti-semitism in Germany: A comparison of randomized response and direct questioning. Social Science Research. 2012;41: 1387–1403.
Singh HP, Tarray TA. A stratified unknown repeated trials in randomized response sampling. Comm.of Korean Stat. Soc. 2012;19(6):751-759.
Singh Sarjinder, Joarder AH. Unknown repeated trials in randomized response sampling. J. of Indian Soc. of Agri. Stat. 1997;50(1):103-105.
Kim J, Fleuk JA. Modifications of the randomized response technique for sampling without replacement. Amer. Stat. Assoc. 1978;346-350.
Mangat NS, Singh R. An alternative randomized procedure. Biometrika. 1990; 77:439–442.
Mangat NS. An improved randomized response strategy. Journal of the Royal Statistical Society. 1994;B56:93–95.
De Jong MG, Pieters R, Fox JP. Reducing social desirability bias through item randomized response: An application to measure underreported desires. Journal of Marketing Research. 2010;47:14–27.
Krumpal I. Estimating the prevalence of xenophobia and anti-semitism in Germany: A comparison of randomized response and direct questioning. Social Science Research. 2012;41: 1387–1403.
Singh HP, Tarray TA. A stratified unknown repeated trials in randomized response sampling. Comm.of Korean Stat. Soc. 2012;19(6):751-759.
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