Caren Hasler

activity

20152026

k

-nearest neighbor imputation

5 citations · 7 across the 7 of their papers we have counts for

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2 papers · 1 filter

stat.ME2026

In Search of the Most Balanced Sampling Design

Caren Hasler, Esther Eustache, Yves Tillé

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 clos…

stat.ML2026

Consistency of the $k$ -Nearest Neighbor Regressor under Complex Survey Designs

Caren Hasler

We study the consistency of the $k$ -nearest neighbor regressor under complex survey designs. While consistency results for this algorithm are well established for independent and i…

In Search of the Most Balanced Sampling Design

Consistency of the k-Nearest Neighbor Regressor under Complex Survey Designs

Consistency of the $k$ -Nearest Neighbor Regressor under Complex Survey Designs