Central Limit Theorem for Gram-Schmidt Random Walk Design

Sabyasachi Chatterjee, Partha S. Dey, Subhajit Goswami

We prove a central limit theorem for the Horvitz-Thompson estimator based on the Gram-Schmidt Walk (GSW) design, recently developed in Harshaw et al.(2022). In particular, we consi…