A Cautionary Note on the Hanurav–Vijayan Sampling Algorithm. (5th April 2022)
- Record Type:
- Journal Article
- Title:
- A Cautionary Note on the Hanurav–Vijayan Sampling Algorithm. (5th April 2022)
- Main Title:
- A Cautionary Note on the Hanurav–Vijayan Sampling Algorithm
- Authors:
- Chauvet, Guillaume
- Abstract:
- Abstract: We consider the Hanurav–Vijayan (HV) sampling design, which is the default method programmed in the SURVEYSELECT procedure of the SAS software. We prove that it is equivalent to the Sunter procedure but is capable of handling any set of inclusion probabilities. We prove that the Horvitz–Thompson (HT) estimator is not generally consistent under this sampling design. We propose a conditional HT estimator and prove its consistency under a nonstandard assumption on the first-order inclusion probabilities. Since this assumption seems difficult to control in practice, we recommend not to use the HV sampling design.
- Is Part Of:
- Journal of Survey Statistics and Methodology. Volume 10:Number 5(2022)
- Journal:
- Journal of Survey Statistics and Methodology
- Issue:
- Volume 10:Number 5(2022)
- Issue Display:
- Volume 10, Issue 5 (2022)
- Year:
- 2022
- Volume:
- 10
- Issue:
- 5
- Issue Sort Value:
- 2022-0010-0005-0000
- Page Start:
- 1276
- Page End:
- 1291
- Publication Date:
- 2022-04-05
- Subjects:
- Consistency -- Sampling algorithm -- Sunter algorithm -- Unequal probability sampling
Surveys -- Methodology -- Periodicals
Surveys -- Evaluation -- Periodicals
Sampling (Statistics) -- Periodicals
001.433 - Journal URLs:
- http://jssam.oxfordjournals.org/ ↗
http://www.oxfordjournals.org/ ↗ - DOI:
- 10.1093/jssam/smac011 ↗
- Languages:
- English
- ISSNs:
- 2325-0984
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 24783.xml