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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yves Tillé

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Sep 2026

Revisiting the Normalization of the Moran's I Index: A Correlation‐Based Approach With Inference

Moran's  index, the canonical measure of spatial autocorrelation, may take values outside the interval when arbitrary spatial weight matrices are used. This lack of boundedness complicates interpretation and may lead to misleading conclusions. We systematically evaluate seven approaches aimed at addressing this iss...

Yves Tillé, D. Giuliani, Maria Michela Dickson et al. · 0 citations
Review Jul 2026

In Search of the Most Balanced Sampling Design

Balanced sampling aims to select random samples in which the estimated totals of the auxiliary variables, weighted by the inverse of the inclusion probabilities, correspond as closely as possible to the known population totals. While several methods, such as rejective sampling, rerandomization, and the cube method, hav...

Caren Hasler, E. Eustache, Yves Tillé · 0 citations

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