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Frederick Eberhardt is a Professor of Philosophy at Caltech, with a research focus primarily on methods of causation and understanding causal relations through data. His research projects generally lie at the intersection of philosophy, machine learning, statistics, and cognitive science. He has made significant contributions to the historical understanding of philosopher Hans Reichenbach, emphasizing the frequentist interpretation. Eberhardt's work is informed by a commitment to exploring the implications of causal inference within scientific contexts, contributing to the discourse on causality and its relevance to modern statistical methods. He is affiliated with the Ronald and Maxine Linde Center for Science, Society, and Policy and the T&C Chen Center for Social Decision Neuroscience, highlighting his interdisciplinary engagement within Caltech. Eberhardt has published several influential works that address the theoretical underpinnings of causal inference in science and its applications in various domains.
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