Search Results - "Frostig, Tzviel"

Testing the equality of multivariate means when p>n by combining the Hotelling and Simes tests by Frostig, Tzviel, Benjamini, Yoav

“…We propose a method of testing a shift between mean vectors of two multivariate Gaussian random variables in a high-dimensional setting incorporating the…”
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Exploration in the Presence of Mother in Typically and Non-typically Developing Pre-walking Human Infants by Frostig, Tzviel, Alonim, Hanna, Scheingesicht, Giora, Benjamini, Yoav, Golani, Ilan

“…In previous phenotyping studies of mouse and rat exploratory behavior we developed a computational exploratory data analysis methodology including videotaping,…”
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Developing a length of stay prediction model for newborns, achieving better accuracy with greater usability by Frostig, Tzviel, Benjamini, Yoav, Kehat, Orli, Weiss-Meilik, Ahuva, Mandel, Dror, Peleg, Ben, Strauss, Zipora, Mitelpunkt, Alexis

“…BACKGROUNDOne in ten newborn children is born prematurely. The elongated length of stay (LOS) of these children in the Neonatal Intensive Care Unit (NICU) has…”
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Non-random length distribution of individual telomeres in immunodeficiency, centromeric instability and facial anomalies syndrome, type I by Sagie, Shira, Edni, Omer, Weinberg, Joseph, Toubiana, Shir, Kozlovski, Tal, Frostig, Tzviel, Katzin, Nirit, Bar-Am, Irit, Selig, Sara

“…Mutations in the de novo DNA methyltransferase DNMT3B lead to Immunodeficiency, Centromeric Instability and Facial anomalies (ICF) syndrome, type I. This…”
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Inferring on joint associations from marginal associations and a reference sample by Frostig, Tzviel, Heller, Ruth

“…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…”
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The Importance of Nonlinear Transformations Use in Medical Data Analysis by Shachar, Netta, Mitelpunkt, Alexis, Kozlovski, Tal, Galili, Tal, Frostig, Tzviel, Brill, Barak, Marcus-Kalish, Mira, Benjamini, Yoav

“…The accumulation of data and its accessibility through easier-to-use platforms will allow data scientists and practitioners who are less sophisticated data…”
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Direction Preferring Confidence Intervals by Frostig, Tzviel, Benjamini, Yoav, Heller, Ruth

“…Confidence intervals (CIs) are instrumental in statistical analysis, providing a range estimate of the parameters. In modern statistics, selective inference is…”
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Testing the equality of multivariate means when $p>n$ by combining the Hoteling and Simes tests by Frostig, Tzviel, Benjamini, Yoav

“…We propose a method of testing the shift between mean vectors of two multivariate Gaussian random variables in a high-dimensional setting incorporating the…”
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Causal Responder Detection by Frostig, Tzviel, Machluf, Oshri, Kamber, Amitay, Berkman, Elad, Pryluk, Raviv

“…We introduce the causal responders detection (CARD), a novel method for responder analysis that identifies treated subjects who significantly respond to a…”
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Robust CATE Estimation Using Novel Ensemble Methods by Machluf, Oshri, Frostig, Tzviel, Shoham, Gal, Milo, Tomer, Berkman, Elad, Pryluk, Raviv

“…The estimation of Conditional Average Treatment Effects (CATE) is crucial for understanding the heterogeneity of treatment effects in clinical trials. We…”
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A statistical framework for efficient out of distribution detection in deep neural networks by Haroush, Matan, Frostig, Tzviel, Heller, Ruth, Soudry, Daniel

“…Background. Commonly, Deep Neural Networks (DNNs) generalize well on samples drawn from a distribution similar to that of the training set. However, DNNs'…”
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