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stat.ME2026
Estimate Level Adjustment For Inference With Proxies Under Random Distribution Shifts
Steven Wilkins-Reeves, Alexandra N. M. Darmon, Deeksha Sinha
In many scientific domains, including experimentation, researchers rely on measurements of proxy outcomes to achieve faster and more frequent reads, especially when the primary out…
stat.ME2020
The Limits to Learning a Diffusion Model
Jackie Baek, Vivek F. Farias, Andreea Georgescu +5
This paper provides the first sample complexity lower bounds for the estimation of simple diffusion models, including the Bass model (used in modeling consumer adoption) and the SI…