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Heuristics, Probability and Causality. A Tribute to Judea Pearl
causality, correspond to the titles of the three ground-breaking books authored by Judea, and are followed by a section of short reminiscences;
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The Book of Why
led to a virtual prohibition on causal talk. Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues;
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The Book of Why The New Science of Cause and Effect
led to a virtual prohibition on causal talk. Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues;
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Causality, Probability, and Medicine
causation plays a major role in theories and concepts of medicine, little attempt has been made to connect causation and probability with medicine;
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Causality, Probability, and Medicine
causation plays a major role in theories and concepts of medicine, little attempt has been made to connect causation and probability with medicine;
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Actual Causality
causality that he and Judea Pearl developed, based on structural equations. He carefully formulates a definition of causality, and building on this;
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Causality and Probability in the Sciences
its careful analysis, "Causality and Probability in the Sciences" heralds the transition of causal inference from an art to a science.;
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A Logical Theory of Causality
knowledge. Bochman also explores the relationship of this theory with the popular structural equation approach to causality proposed by Judea Pearl;
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Causality, Correlation And Artificial Intelligence For Rational Decision Making
methods. Both these machines are used to build a Granger non-linear causality model. In addition, the Neyman–Rubin, Pearl and Granger causal;
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Het boek waarom
en gevolg vast te stellen? Volgens Judea Pearl (legendarische computerwetenschapper en grondlegger van de Bayesiaanse netwerken) komt dit doordat;
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Probabilistic Reasoning in Intelligent Systems
with partial belief and offers a unifying perspective on other AI approaches to uncertainty, such as the Dempster-Shafer formalism, truth;
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Cambridge Studies in Probability, Induction and Decision Theory
foundations of probability. Part II contains seven articles on probabilistic causality and quantum mechanics, with an emphasis on the existence;
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Cambridge Studies in Probability, Induction and Decision Theory
foundations of probability. Part II contains seven articles on probabilistic causality and quantum mechanics, with an emphasis on the existence;
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Causality and Causal Modelling in the Social Sciences
of probability. This book offers a novel philosophical and methodological approach to causal reasoning in causal modelling and provides the reader;
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Cambridge Studies in Probability, Induction and Decision Theory
In this important book, Ellery Eells explores and refines philosophical conceptions of probabilistic causality. In a probabilistic theory;
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Cambridge Studies in Probability, Induction and Decision Theory
In this important book, Ellery Eells explores and refines philosophical conceptions of probabilistic causality. In a probabilistic theory;
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Fooled by Randomness
of randomness and probability almost guarantee that, out of a large pool of random investors, a Warren Buffett will emerge just by luck. Taleb (the;
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The Art of Causal Conjecture
In The Art of Causal Conjecture, Glenn Shafer lays out a new mathematical and philosophical foundation for probability and uses it to;
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Quantum Inspired Meta-heuristics for Image Analysis
image analysis. As a result, it will pave the way for designing and developing quantum computing inspired meta-heuristics to be applied to image;
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Classification in the Wild The Art and Science of Transparent Decision Making The Science and Art of Transparent Decision Making
Rules for building formal models that use fast-and-frugal heuristics, extending the psychological study of classification to the real world;
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Heuristics In Analytics
an enormous role in business and the competitive marketplace. Failing to account for randomness can steer a model in an entirely wrong;
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Rethinking Causality in Quantum Mechanics
introductions to quantum causality, and presents a number of advances. It provides an extension and generalization of a framework that enables us to;
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Rethinking Causality in Quantum Mechanics
introductions to quantum causality, and presents a number of advances. It provides an extension and generalization of a framework that enables us to;
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Rationality for Mortals
fast and frugal heuristics to calculate probability and risk and make decisions. It includes a newly writen, substantial introduction, and the;
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Causality, Probability, and Time
Causality is a key part of many fields and facets of life, from finding the relationship between diet and disease to discovering the reason;
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