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Author

Yves Tillé

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Review Sep 2026

Data, data science, and official statistics

The emergence of data science, big data, and new digital sources has profoundly changed the environment in which official statistics are produced. However, many of the challenges associated with these developments are not new: they concern the definition of statistical units, the construction and validation of data, th...

Yves Tillé · 0 citations
Review Sep 2026

Agnostic Model-Assisted Estimation with Machine Learning for Survey Data

Model-assisted estimation uses prediction rules to improve the efficiency of estimators of finite population parameters while retaining design-based inference. Although flexible prediction methods have been considered, existing theoretical results are largely method-specific. We develop a learner-agnostic framework tha...

Zi-Ming An, Mehdi Dagdoug, D. Haziza et al. · 2 citations

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