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Time and Causality across the Sciences - Samantha Kleinberg

Time and Causality across the Sciences

By: Samantha Kleinberg (Editor)

eBook | 30 September 2019

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This book, geared toward academic researchers and graduate students, brings together research on all facets of how time and causality relate across the sciences. Time is fundamental to how we perceive and reason about causes. It lets us immediately rule out the sound of a car crash as its cause. That a cause happens before its effect has been a core, and often unquestioned, part of how we describe causality. Research across disciplines shows that the relationship is much more complex than that. This book explores what that means for both the metaphysics and epistemology of causes - what they are and how we can find them. Across psychology, biology, and the social sciences, common themes emerge, suggesting that time plays a critical role in our understanding. The increasing availability of large time series datasets allows us to ask new questions about causality, necessitating new methods for modeling dynamic systems and incorporating mechanistic information into causal models.

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Non-Fiction Computing & I.T.Databases Data Mining Science Science in General Philosophy of Science Computer Science Artificial Intelligence Machine Learning Reference, Information & Interdisciplinary Subjects Research & Information

Research Methods Sociology & Anthropology Sociology Social Research & Statistics Mathematics Probability & Statistics

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