Tirthankar Dasgupta

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20242026

most citedPICS: A sequential approach to obtain optimal designs for non-linear models leveraging closed-form solutions for faster convergence

1 citations · 1 across the 3 of their papers we have counts for

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math.ST2025

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…

stat.ME2025

Analysis and sample-size determination for $2^{K}$ 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…

Design Stability in Adaptive Experiments: Implications for Treatment Effect Estimation

Analysis and sample-size determination for 2K audit experiments with binary response and application to identification of effect of racial discrimination on access to justice

Analysis and sample-size determination for $2^{K}$ audit experiments with binary response and application to identification of effect of racial discrimination on access to justice