Proficient randomized response model based on blank card strategy to estimate the sensitive parameter under negative binomial distribution
- Title
- Proficient randomized response model based on blank card strategy to estimate the sensitive parameter under negative binomial distribution
- Creator
- Singh G.; Singh C.
- Description
- This paper has great potential for estimating population proportion who possess stigmatized character by using Negative binomial distribution as a randomization device. The properties of the proposed estimation procedure have been examined. Measure of privacy protection for the proposed randomization device has been also quantified. Empirical studies are performed to support the theoretical results, which show the dominance of the proposed estimator over its competitors. Results are analysed and suitable recommendations are put forward for survey practitioners whenever they deal with sensitive characteristics. 2021
- Source
- Ain Shams Engineering Journal, Vol-13, No. 5
- Date
- 2022-01-01
- Publisher
- Ain Shams University
- Subject
- Negative binomial distribution; Privacy protection; Randomized response model; Sensitive attribute
- Coverage
- Singh G., Department of Management Studies, IIT(ISM), Dhanbad, India; Singh C., Department of Statistics, CHRIST(Deemed to be University), Karnataka, Bengaluru, India
- Rights
- Restricted Access
- Relation
- ISSN: 20904479
- Format
- Online
- Language
- English
- Type
- Article
Collection
Citation
Singh G.; Singh C., “Proficient randomized response model based on blank card strategy to estimate the sensitive parameter under negative binomial distribution,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 24, 2025, https://archives.christuniversity.in/items/show/14930.