1# Library to Find Best eBook for Read
Author : Samantha Kleinberg
Release : 2013
Genre : Computers
Kind : eBook
Book Rating : 482/5 ( reviews)
Book Synopsis Causality, Probability, and Time by : Samantha Kleinberg
Download or read book Causality, Probability, and Time written by Samantha Kleinberg. This book was released on 2013. Available in PDF, EPUB and Kindle. Book excerpt: Presents a new approach to causal inference and explanation, addressing both the timing and complexity of relationships.
Author : Samantha Kleinberg
Release : 2013
Genre : Computational complexity
Kind : eBook
Book Rating : 355/5 ( reviews)
Book Synopsis Causality, Probability, and Time by : Samantha Kleinberg
Download or read book Causality, Probability, and Time written by Samantha Kleinberg. This book was released on 2013. Available in PDF, EPUB and Kindle. Book excerpt: "This book presents a new approach to causal inference and explanation, addressing both the timing and complexity of relationships. The method's feasibility and success is demonstrated through theoretical and experimental case studies"--
Author : Donald Gillies
Release : 2018-08-15
Genre : Philosophy
Kind : eBook
Book Rating : 286/5 ( reviews)
Book Synopsis Causality, Probability, and Medicine by : Donald Gillies
Download or read book Causality, Probability, and Medicine written by Donald Gillies. This book was released on 2018-08-15. Available in PDF, EPUB and Kindle. Book excerpt: Why is understanding causation so important in philosophy and the sciences? Should causation be defined in terms of probability? Whilst causation plays a major role in theories and concepts of medicine, little attempt has been made to connect causation and probability with medicine itself. Causality, Probability, and Medicine is one of the first books to apply philosophical reasoning about causality to important topics and debates in medicine. Donald Gillies provides a thorough introduction to and assessment of competing theories of causality in philosophy, including action-related theories, causality and mechanisms, and causality and probability. Throughout the book he applies them to important discoveries and theories within medicine, such as germ theory; tuberculosis and cholera; smoking and heart disease; the first ever randomized controlled trial designed to test the treatment of tuberculosis; the growing area of philosophy of evidence-based medicine; and philosophy of epidemiology. This book will be of great interest to students and researchers in philosophy of science and philosophy of medicine, as well as those working in medicine, nursing and related health disciplines where a working knowledge of causality and probability is required.
Author : Samantha Kleinberg
Release : 2019-09-26
Genre : Computers
Kind : eBook
Book Rating : 018/5 ( reviews)
Book Synopsis Time and Causality across the Sciences by : Samantha Kleinberg
Download or read book Time and Causality across the Sciences written by Samantha Kleinberg. This book was released on 2019-09-26. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Author : Judea Pearl
Release : 2009-09-14
Genre : Computers
Kind : eBook
Book Rating : 60X/5 ( reviews)
Book Synopsis Causality by : Judea Pearl
Download or read book Causality written by Judea Pearl. This book was released on 2009-09-14. Available in PDF, EPUB and Kindle. Book excerpt: Causality offers the first comprehensive coverage of causal analysis in many sciences, including recent advances using graphical methods. Pearl presents a unified account of the probabilistic, manipulative, counterfactual and structural approaches to causation, and devises simple mathematical tools for analyzing the relationships between causal connections, statistical associations, actions and observations. The book will open the way for including causal analysis in the standard curriculum of statistics, artificial intelligence ...
