00000cam 2200000zi 4500 9.966914 CaOODSP 20261019113829 m o d f cr cn||||||||| 261019e20250908oncad obs f000 0 eng d CaOODSP eng rda CaOODSP n-cn--- CS11-522/2024-1-31E-PDF Gershunskaya, Julie, author. Comparison of recent techniques of combining probability and non-probability samples / by Julie Gershunskaya, Vladislav Beresovsky, and Terrance D. Savitsky. At head of title: Proceedings of Statistics Canada Symposium 2024 : the future of official statistics [Ottawa] : Statistics Canada = Statistique Canada, September 8, 2025. 1 online resource (9 unnumbered pages) : illustrations, graphs. text txt rdacontent computer c rdamedia online resource cr rdacarrier [Statistics Canada international symposium series : proceedings], 1709-8211 Cover title. Issued also in French under title: Comparaison de techniques récentes pour la combinaison d’échantillons probabilistes et non probabilistes. Includes bibliographical references (pages [8-9]). "Several recent quasi-randomization methods for inferences from non-probability samples will be compared. The considered techniques are developed under the assumption that the sample selection is governed by an underlying latent random mechanism and that it can be uncovered by combining non-probability survey data with a “reference” probability-based sample, obtained from the same target population. Challenges prompting the development of alternative procedures include (i) non-probability sample participation indicators are available only on the observed sample units and (ii) it is not generally known which units from the underlying population belong to both the non-probability and reference samples. The ways different procedures address these challenges are considered, theoretical properties of the methods are discussed and their comparison is made using simulations"--Abstract, page [2]. Statistics Research Canada. Probabilities. Sampling (Statistics) Statistics lcgft Statistics Canada, issuing body. Comparaison de techniques récentes pour la combinaison d’échantillons probabilistes et non probabilistes / (CaOODSP)9.966916 Statistics Canada international symposium series - proceedings, 1709-8211 (CaOODSP)9.505681 PDF 461 KB https://publications.gc.ca/collections/collection_2026/statcan/11-522-x/CS11-522-2024-1-31-eng.pdf 11-522-X