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
Traditional hypothesis tests for differences between binomial proportions are at risk of being too liberal (Wald test) or overly conservative (Fisher's exact test). This problem is…
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…