Abel Dasylva
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View article: Linking Trade Data from Different National Statistical Offices Through a Private Set Intersection
Linking Trade Data from Different National Statistical Offices Through a Private Set Intersection Open
National Statistical Offices (NSOs) collect extensive data on the international activities of firms within their borders. However, they typically lack information about the foreign partners with whom these firms trade. Linking import data …
View article: Models of linkage error for capture-recapture estimation without clerical reviews
Models of linkage error for capture-recapture estimation without clerical reviews Open
The capture-recapture method can be applied to measure the coverage of administrative and big data sources, in official statistics. In its basic form, it involves the linkage of two sources while assuming a perfect linkage and other standa…
View article: Revisiting the probabilistic method of record linkage
Revisiting the probabilistic method of record linkage Open
In theory, the probabilistic linkage method provides two distinct advantages over non-probabilistic methods, including minimal rates of linkage error and accurate measures of these rates for data users. However, implementations can fall sh…
View article: Design-Based Estimation with Record-Linked Administrative Files and a Clerical Review Sample
Design-Based Estimation with Record-Linked Administrative Files and a Clerical Review Sample Open
This article looks at the estimation of an association parameter between two variables in a finite population, when the variables are separately recorded in two population registers that are also imperfectly linked. The main problem is the…
View article: Pairwise Estimating Equations for the Analysis of Linked Data
Pairwise Estimating Equations for the Analysis of Linked Data Open
In official statistics record linkage is an important activity, which consists in identifying records from the same individual in one or many files. It is used to combine data sources including administrative, survey or big data sources. I…
View article: Optimal Estimating Equation for Logistic Regression with Linked Data
Optimal Estimating Equation for Logistic Regression with Linked Data Open
We propose an optimal estimating equation for logistic regression with linked data while accounting for false positives. It builds on a previous solution but estimates the regression coefficients with a smaller variance, in large samples.