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econ.EM2026
Do Third-Party Web Traffic Estimates Preserve Causal Variation?
Mehrzad Khosravi, Hema Yoganarasimhan
Researchers increasingly rely on third-party platforms such as Similarweb and Semrush to measure web traffic when first-party analytics are unavailable. Yet these platforms report…
econ.EM2023
Choice Models and Permutation Invariance: Demand Estimation in Differentiated Products Markets
Amandeep Singh, Ye Liu, Hema Yoganarasimhan
Choice modeling is at the core of understanding how changes to the competitive landscape affect consumer choices and reshape market equilibria. In this paper, we propose a fundamen…