1 citations · 1 across the 5 of their papers we have counts for
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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…
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…
Direction Preferring Confidence Intervals
Tzviel Frostig, Yoav Benjamini, Orestis A. Panagiotou +1
Confidence intervals (CIs) are fundamental in statistical analysis, providing interval estimates for unknown parameters. We introduce direction-preferring CIs that prioritize infer…