From the 1 of 4 linked papers with an AI index.
4 papers
In Search of the Most Balanced Sampling Design
Caren Hasler, Esther Eustache, Yves Tillé
The paper introduces a genetic‑algorithm heuristic to find more balanced sampling designs under fixed inclusion probabilities, improving on methods like the cube method for survey…
Consistency of the -Nearest Neighbor Regressor under Complex Survey Designs
Caren Hasler
We study the consistency of the -nearest neighbor regressor under complex survey designs. While consistency results for this algorithm are well established for independent and i…
Calibration with Bagging of the Principal Components on a Large Number of Auxiliary Variables
Caren Hasler, Arnaud Tripet, Yves Tillé
Calibration is a widely used method in survey sampling to adjust weights so that estimated totals of some chosen calibration variables match known population totals or totals obtai…
Quasi Model-Assisted Estimators under Nonresponse in Sample Surveys
Caren Hasler, Esther Eustache
In the presence of auxiliary information, model-assisted estimators rely on a working model linking the variable of interest to the auxiliary variables in order to improve the effi…