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Correcting selection bias in a non-probability two-phase payment survey / by Heng Chen and John Tsang.: CS11-522/2024-1-7E-PDF

"This paper employs the pseudo maximum likelihood (PML) estimator to the non-probability two-phase sampling when relevant auxiliary information is available from both probability survey sample and non-probability survey sample. To accommodate various weight adjustments and estimates variance beyond totals and means such as medians and quantiles, a simplified pseudo-population bootstrap procedure is proposed to approximately estimate the second-phase variance"--Abstract, page [2].

Permanent link to this Catalogue record:
publications.gc.ca/pub?id=9.966423&sl=0

Publication information
Department/Agency
  • Statistics Canada, issuing body.
TitleCorrecting selection bias in a non-probability two-phase payment survey / by Heng Chen and John Tsang.
Variant title
  • At head of title: Proceedings of Statistics Canada Symposium 2024 : the future of official statistics
Series title
  • [Statistics Canada international symposium series : proceedings], 1709-8211
Publication typeMonograph - View Master Record
Language[English]
Other language editions[French]
FormatDigital text
Electronic document
Note(s)
  • Title from cover.
  • Issued also in French under title: Correction des biais de sélection dans une enquête non probabiliste à deux phases sur les paiements.
  • Includes bibliographical references.
Publishing information
  • [Ottawa] : Statistics Canada = Statistique Canada, September 8, 2025.
Author / Contributor
  • Chen, Heng, 1981- author.
Description1 online resource (7 unnumbered pages) : graphs.
Catalogue number
  • CS11-522/2024-1-7E-PDF
Departmental catalogue number11-522-X
Subject terms
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