Randomized response model to alter the nuisance effect of non-response due to stigmatized issues in survey sampling
- Title
- Randomized response model to alter the nuisance effect of non-response due to stigmatized issues in survey sampling
- Creator
- Singh G.N.; Singh C.; Suman S.
- Description
- The present study deals with the estimation procedures of the mean number of persons bearing a rare sensitive attribute in the clustered population under two-stage sampling scheme. The resultant estimators have been suggested using two-stage randomized response model when a rare unrelated attribute is assumed to be known as well as unknown. The properties of resultant estimators are studied where the first-stage samples are drawn using the probability proportional to the size with replacement sampling scheme. The estimation procedures have been further extended for the stratified clustered population. The empirical studies are performed for the validation of the suggested estimation procedures. Recommendations have been made to survey practitioners for their real-life applications. 2020 Informa UK Limited, trading as Taylor & Francis Group.
- Source
- Journal of Statistical Computation and Simulation, Vol-90, No. 13, pp. 2395-2420.
- Date
- 2020-01-01
- Publisher
- Taylor and Francis Ltd.
- Subject
- Poisson distribution; probability proportional to size (PPS) sampling; Randomized response model; rare sensitive attribute; unrelated attribute
- Coverage
- Singh G.N., Department of Mathematics & Computing, Indian Institute of Technology (Indian School of Mines), Dhanbad, India; Singh C., Department of Mathematics & Computing, Indian Institute of Technology (Indian School of Mines), Dhanbad, India; Suman S., Department of Economics, Christ (Deemed to be University) NCR Campus, Uttar Pradesh, India
- Rights
- Restricted Access
- Relation
- ISSN: 949655
- Format
- Online
- Language
- English
- Type
- Article
Collection
Citation
Singh G.N.; Singh C.; Suman S., “Randomized response model to alter the nuisance effect of non-response due to stigmatized issues in survey sampling,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 24, 2025, https://archives.christuniversity.in/items/show/16219.