1 citations · 1 across the 3 of their papers we have counts for
4 papers
Variance Estimation Under Local Pivotal Methods
Justin T. Greene, Tirthankar Dasgupta
Spatially balanced sampling designs, such as the local pivotal methods (LPM), improve representation of auxiliary-variable space, but design-based variance estimation is challengin…
Design Stability in Adaptive Experiments: Implications for Treatment Effect Estimation
Saikat Sengupta, Koulik Khamaru, Suvrojit Ghosh +1
We study the problem of estimating the average treatment effect (ATE) under sequentially adaptive treatment assignment mechanisms. In contrast to classical completely randomized de…
Analysis and sample-size determination for audit experiments with binary response and application to identification of effect of racial discrimination on access to justice
Nicole Pashley, Brian Libgober, Tirthankar Dasgupta
Social scientists have increasingly turned to audit experiments to investigate discrimination in the market for jobs, loans, housing and other opportunities. In a typical audit exp…
PICS: A sequential approach to obtain optimal designs for non-linear models leveraging closed-form solutions for faster convergence
Suvrojit Ghosh, Koulik Khamaru, Tirthankar Dasgupta
D-Optimal designs for estimating parameters of response models are derived by maximizing the determinant of the Fisher information matrix. For non-linear models, the Fisher informa…