Kalil Bouhadra

High-Dimensional Variance Estimation for the Generalized Regression Estimator

In survey sampling, the goal is to estimate finite population parameters such as totals, means, and proportions. At the estimation stage, it is common to have access to auxiliary information in the form of covariates known either in aggregate form or for each population unit. These covariates are often used, through mo...