00000cam 2200000zi 4500 9.966673 CaOODSP 20261009115805 m o d f cr cn||||||||| 261009e20250908onca ob f000 0 eng d CaOODSP eng rda CaOODSP n-cn--- CS11-522/2024-1-21E-PDF Arsenault, Christian, 1959- author. Model-based threshold selection for agricultural linkages / by Christian Arsenault. 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 (8 unnumbered pages) : illustrations. text txt rdacontent computer c rdamedia online resource cr rdacarrier [Statistics Canada international symposium series : proceedings], 1709-8211 Title from cover. Issued also in French under title: Sélection de seuils basée sur le modèle pour effectuer des couplages dans le domaine agricole. Includes bibliographical references. "Optimal threshold selection is a critical challenge in probabilistic linkage, with significant implications for the accuracy and reliability of linked datasets. This paper analyzes the performance of the neighbour model, a recently proposed error model which models linkage errors by the number of links from each record. Three threshold selection algorithms utilizing the neighbour model were assessed, highlighting the strengths and limitations of each. Their performance was assessed through simulation studies, which demonstrated that methods using the neighbour model achieved lower relative bias compared to two established methods for threshold selection. Additionally, the practical utility was validated through goodness-of-fit tests conducted on four agricultural datasets, showing the potential of the model for use in the real-world applications"--Abstract, page [2]. Statistical matching. Agriculture Canada Statistical methods. Statistics Canada, issuing body. Sélection de seuils basée sur le modèle pour effectuer des couplages dans le domaine agricole / (CaOODSP)9.966675 Statistics Canada international symposium series - proceedings, 1709-8211 (CaOODSP)9.505681 PDF 368 KB https://publications.gc.ca/collections/collection_2026/statcan/11-522-x/CS11-522-2024-1-21-eng.pdf 11-522-X