"A Bradford book."OCLC-licensed vendor bibliographic record.
"A Bradford book."One philosophical approach to causation sees counterfactual dependence as the key to the explanation of causal facts: for example, events c (the cause) and e (the effect) both occur, but had c not occurred, e would not have occurred either. The counterfactual analysis of causation became a focus of philosophical debate after the 1973 publication of the late David Lewis's groun…
"A Bradford book."Leading scholars discuss the development and application of theories of causation and explanation, offering a state-of-the-art view of current work on these two topics.OCLC-licensed vendor bibliographic record.
In science, business, and policymaking—anywhere data are used in prediction—two sorts of problems requiring very different methods of analysis often arise. The first, problems of recognition and classification, concerns learning how to use some features of a system to accurately predict other features of that system. The second, problems of causal discovery, concerns learning how to predict…
"An original argument about how scientific models often times distort reality rather than accurately reflect it. And it's this distortion that often gives scientific models their epistemic power"--OCLC-licensed vendor bibliographic record.
A new approach for defining causality and such related notions as degree of responsibility, degrees of blame, and causal explanation.OCLC-licensed vendor bibliographic record.
"Causality is central to the understanding and use of data; without an understanding of cause and effect relationships, we cannot use data to answer important questions in medicine and many other fields"--OCLC-licensed vendor bibliographic record.
OCLC-licensed vendor bibliographic record.
"A Bradford book."In recent years, small groups of statisticians, computer scientists, and philosophers have developed an account of how partial causal knowledge can be used to compute the effect of actions and how causal relations can be learned, at least by computers. The representations used in the emerging theory are causal Bayes nets or graphical causal models. In his new book, Clark Glymo…
"A Bradford book."Book consists of four revised lectures given by the author as the Townsend Lectures at the University of California, Berkeley, in Mar. 1996."This book, based on Jaegwon Kim's 1996 Townsend Lectures, presents the philosopher's current views on a variety of issues in the metaphysics of the mind - in particular, the mind-body problem, mental causation, and reductionism. Kim const…