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040 |aCaOODSP|beng|erda|cCaOODSP
043 |an-cn---
0861 |aCS11-522/2024-1-21E-PDF
1001 |aArsenault, Christian, |d1959- |eauthor.
24510|aModel-based threshold selection for agricultural linkages / |cby Christian Arsenault.
2461 |iAt head of title: |aProceedings of Statistics Canada Symposium 2024 : |bthe future of official statistics
264 1|a[Ottawa] : |bStatistics Canada = Statistique Canada, |cSeptember 8, 2025.
300 |a1 online resource (8 unnumbered pages) : |billustrations.
336 |atext|btxt|2rdacontent
337 |acomputer|bc|2rdamedia
338 |aonline resource|bcr|2rdacarrier
4901 |a[Statistics Canada international symposium series : proceedings], |x1709-8211
500 |aTitle from cover.
500 |aIssued also in French under title: Sélection de seuils basée sur le modèle pour effectuer des couplages dans le domaine agricole.
504 |aIncludes bibliographical references.
5203 |a"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].
650 0|aStatistical matching.
650 0|aAgriculture|zCanada|xStatistical methods.
7102 |aStatistics Canada, |eissuing body.
77508|tSélection de seuils basée sur le modèle pour effectuer des couplages dans le domaine agricole / |w(CaOODSP)9.966675
830#0|aStatistics Canada international symposium series - proceedings,|x1709-8211|w(CaOODSP)9.505681
85640|qPDF|s368 KB|uhttps://publications.gc.ca/collections/collection_2026/statcan/11-522-x/CS11-522-2024-1-21-eng.pdf
986 |a11-522-X