3 papers
stat.ME2025
An integer programming-based approach to construct exact two-sample binomial tests with maximum power
Stef Baas, Yaron Racah, Elad Berkman +1
Comparing binomial proportions is a foundational task in clinical trials; however, practitioners often use a liberal likelihood-based test or the conservative Fisher's exact test.…
stat.ME2024
Robust CATE Estimation Using Novel Ensemble Methods
Oshri Machluf, Tzviel Frostig, Gal Shoham +3
The estimation of Conditional Average Treatment Effects (CATE) is crucial for understanding the heterogeneity of treatment effects in clinical trials. We evaluate the performance o…
stat.ME2024
Causal Responder Detection
Tzviel Frostig, Oshri Machluf, Amitay Kamber +2
We introduce the causal responders detection (CARD), a novel method for responder analysis that identifies treated subjects who significantly respond to a treatment. Leveraging rec…