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Correlation does not imply causation.' This mantra was invoked by scientists for decades in order to avoid taking positions as to whether one thing caused another, such as smoking and cancer and carbon dioxide and global warming. But today, that taboo is dead. The causal revolution, sparked by world-renowned computer scientist Judea Pearl and his colleagues, has cut through a century of confusion and placed cause and effect on a firm scientific basis. Now, Pearl and science journalist Dana Mackenzie explain causal thinking to general readers for the first time, showing how it allows us to explore the world that is and the worlds that could have been. It is the essence of human and artificial intelligence. And just as Pearl's discoveries have enabled machines to think better, The Book of Why explains how we can think better
Causation --- Causation.
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The book explores the problem of causal inference when a sufficient number of comparative cases cannot be found, which would permit the application of frequency based models formulated in terms of explanatory causal generalisations. The technique advocated develops the idea of Bayesian Narratives deriving evidence for singular causal connections from ethnographically elicited, indicative, counter factual and counter potential statements. Bayesian Narratives assemble multiple causal inferences into a directed a-cyclic di-graph. Comparative Narratives allow that similar digraphs may be compared.
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Diseases --- Animals --- Disease --- Causes and theories of causation --- etiology.
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A prominent issue in many contemporary philosophy of religion debates concerns whether the universe has a Designer. This book moves the discussion ahead in a significant way by devising an original deductive formulation of the Teleological Argument (TA) which demonstrates that the following are the only possible categories of hypotheses concerning fine-tuning and order: (i) chance, (ii) regularity, (iii) combinations of regularity and chance, (iv) uncaused, and (v) design. This book also demonstrates that there are essential features of each category such that, while the alternatives to design are unlikely, the Design Hypothesis is not, and that one can argue for design by exclusion without having to first assign a prior probability for design. By combining the TA with the Kalam Cosmological Argument (KCA) which it defends against various objections, this book responds to the God-of-the-gaps objection by demonstrating that the conclusion of the KCA-TA is not based on gaps which can be filled by further scientific progress, but follows from deduction and exclusion. This is an open access book.
Ultimate Designer --- Cosmology --- Causation --- Fine-Tuning --- First Cause --- Laws of Nature
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Public health --- Medicine, Preventive --- Diseases --- Causes and theories of causation. --- National Institutes of Health (U.S.)
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Communicable diseases --- Infection --- Medical microbiology --- Diseases --- Causes and theories of causation
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American Journal of Infectious Diseases publishes original publications of the areas of infectious diseases. Subjects include: pathogenesis, diagnosis and treatment of infectious diseases; on the microbes that cause them; and on disorders of host immune mechanisms. AJID is a peer reviewed/refereed journal.
Communicable diseases --- Infection --- Medical microbiology --- Diseases --- Causes and theories of causation
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Communicable diseases --- Infection --- Diseases --- Communicable Diseases. --- Causes and theories of causation
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Infection --- Communicable diseases --- Medicine --- Communicable Diseases --- Infectious diseases --- Diseases --- Medical microbiology --- Causes and theories of causation --- Health Workforce
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"This book critically examines the recent discussions of powers and powers-based accounts of causation. The author then develops an original view of powers-based causation that aims to be compatible with the theories and findings of natural science. Recently, there has been a dramatic revival of realist approaches to properties and causation, which focus on the relevance of Aristotelian metaphysics and the notion of powers for a scientifically informed view of causation. In this book, R.D. Ingthorsson argues that one central feature of powers-based accounts of causation is arguably incompatible with what is today recognized as fact in the sciences, notably that all interactions are thoroughly reciprocal. Ingthorsson's powerful particulars view of powers-based causation accommodates for the reciprocity of interactions. It also draws out the consequences of that view for issue of causal necessity and offers a way to understand the constitution and persistence of compound objects as causal phenomena. Furthermore, Ingthorsson argues that compound entities, so understood, are just as much processes as they are substances. A Powerful Particulars View of Causation will be of great interest to scholars and advanced students working in metaphysics, philosophy of science, and neo-Aristotelian philosophy, while also being accessible for a general audience"--
Causation. --- Causality --- Cause and effect --- Effect and cause --- Final cause --- Beginning --- God --- Metaphysics --- Philosophy --- Necessity (Philosophy) --- Teleology
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