5 citations · 5 across the 4 of their papers we have counts for
4 papers · 1 filter
A Joint Sampling Design for the Related Populations of Parents and Children
Yves Tillé, María Guadarrama Sanz
We propose a novel joint sampling design for surveys involving two interrelated populations of parents and children in the presence of complex family structures, including shared p…
Agnostic Model-Assisted Estimation with Machine Learning for Survey Data
Ziming An, Mehdi Dagdoug, David Haziza +1
Model-assisted estimation uses prediction rules to improve the efficiency of estimators of finite population parameters while retaining design-based inference. Although flexible pr…
Quasi-Systematic Sampling From a Continuous Population
Matthieu Wilhelm, Yves Tillé, Lionel Qualité
A specific family of point processes are introduced that allow to select samples for the purpose of estimating the mean or the integral of a function of a real variable. These proc…
Balanced -nearest neighbor imputation
Caren Hasler, Yves Tillé
In order to overcome the problem of item nonresponse, random imputation methods are often used because they tend to preserve the distribution of the imputed variable. Among the ran…