Books written by Judea Pearl
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Causal Inference in Statistics: A Primer
o We can also calculate the expected value of Y conditional on X, E(Y|X=x), by multiplying each possible value y of Y by P(Y = y|X = x), and summing the products. E(Y|X=x) =Xy P(Y = y/x = x) (1.13) y E(X) is one way to make a “best ...
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The Book of Why: The New Science of Cause and Effect
It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needs The Book of Why.
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Causality
The book will open the way for including causal analysis in the standard curriculum of statistics, artificial intelligence .
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Causal Inference in Statistics: A Primer
These are the foundational tools that any student of statistics needs to acquire in order to use statistical methods to answer causal questions of interest.
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The Book of Why: The New Science of Cause and Effect
A pioneer of artificial intelligence shows how the study of causality revolutionized science and the world 'Correlation does not imply causation.' This mantra was invoked by scientists for decades in...
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The Book of Why: The New Science of Cause and Effect
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.
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Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference
The book can also be used as an excellent text for graduate-level courses in AI, operations research, or applied probability.
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Remaking the World - the Age of Global Enlightenment
The book also proposes the AI World Society (AIWS) as a vehicle through which individuals and civic organizations can help foster an Age of Global Enlightenment.
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An Introduction to Causal Inference
These advances are illustrated using a general theory of causation based on the Structural Causal Model (SCM) described in Pearl (2000a), which subsumes and unifies other approaches to causation, and provides a coherent mathematical ...
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I Am Jewish: Personal Reflections Inspired by the Last Words of Daniel Pearl
Inspired by the final words of murdered journalist Daniel Pearl, a collection of personal essays, reflections, theological statements, reminiscences, and stories expresses what being Jewish means to such contributors as Alan Dershowitz, ...
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Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference
The book can also be used as an excellent text for graduate-level courses in AI, operations research, or applied probability.
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Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference
Textbook offers an accessible account of the theoretical foundations and computational methods that underlie plausible reasoning under uncertainty. For graduate-level courses in AI, operations research, and applied probability. Annotation copyright...
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Heuristics: Intelligent Search Strategies for Computer Problem Solving
Problem-solving strartegies and the nature of Heuristic informatio n.Heuristics and problem representations. Basic Heuristic-Search procedures. Formal properties of Heuristic methods. Heuristics viewed as information provided by simplified models. Performance analysis...
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Causality: Models, Reasoning, and Inference
The book will facilitate the incorporation of causal analysis as an integral part of the standard curriculum in statistics, business, epidemiology, social science and economics.
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Causal Inference in Statistics: A Primer
These are the foundational tools that any student of statistics needs to acquire in order to use statistical methods to answer causal questions of interest.
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I Am Jewish: Personal Reflections Inspired by the Last Words of Daniel Pearl
Being Jewish. What does it mean—today—and for the future? Listen in as Jews of all backgrounds reflect, argue, and imagine.