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…
Inferring on joint associations from marginal associations and a reference sample
Tzviel Frostig, Ruth Heller
We present a method to infer on joint regression coefficients obtained from marginal regressions using a reference panel. This type of scenario is common in genetic fine-mapping, w…
Testing the equality of multivariate means when by combining the Hoteling and Simes tests
Tzviel Frostig, Yoav Benjamini
We propose a method of testing the shift between mean vectors of two multivariate Gaussian random variables in a high-dimensional setting incorporating the possible dependency and…