Science/Engineering Causality: Models, Reasoning, and Inference: Judea Pearl (0521773628)

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Causality: Models, Reasoning, and Inference: Judea Pearl

Contents:

1. Introduction to Probabilities, Graphs, and Causal Models

2. A Theory of Inferred Causation

3. Causal Diagrams and the Identification of Causal Effects

4. Actions, Plans, and Direct Effects

5. Causality and Structural Models in Social Science and Economics

6. Simpson's Paradox, Confounding, and Collapsibility

7. The Logic of Structure-Based Counterfactuals

8. Imperfect Experiments: Bounding Effects and Counterfactuals

9. Probability of Causation: Interpretation and Identification

10. The Actual Cause

Epilogue: The Art of Science of Cause and Effect

Bibliography

Name Index

Subject Index

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	Science/Engineering Introduction to Linear Models and Statistical Inference Publisher: WileyLanguage: EnglishISBN: 0471662593Paperback: 600 pagesData: Jul 2005Format: CHMDescription: A multidisciplinary approach that emphasizes learning by analyzing real-world data sets. This book is the result of the authors&#8217 ...
	Science/Engineering Reasoning: Studies of Human Inference and its Foundations Jonathan E. Adler, Lance J. Rips "Reasoning: Studies of Human Inference and its Foundations" Cambridge University Press \| 2008-05-12 \| ISBN: 0521848156 \| 1072 pages \| PDF \| 5,7 MB This interdisciplinary work is a collection of major ess ...
	Programming Heuristics: Intelligent Search Strategies for Computer Problem Solving: Judea Pearl Heuristics: Intelligent Search Strategies for Computer Problem Solving: Judea Pearl Addison-Wesley Pub (Sd) \| ISBN: 0201055945 \| 1984-04 \| djvu (ocr) \| 399 pages \| 3.66 Mb The Addison-Wesley series in artificial intelligenceThis book is ab ...
	Programming Judea Pearl - Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference Judea Pearl - Probabilistic Reasoning in Intelligent Systems: Networks of Plausible InferenceMorgan Kaufmann \| 1988 \| ISBN: 1558604790, 0934613737 \| Pages: 552 \| DJVU \| 10.59 MBProbabilistic Reasoning in Intelligent Systems is a complete an ...
	Likelihood-Based Inference in Cointegrated Vector Autoregressive Models Likelihood-Based Inference in Cointegrated Vector Autoregressive Models (Advanced Texts in Econometrics) By Soren Johansen Publisher: Oxford University Press, USA \| ISBN: 0198774508 \| edition 1996 \| PDF \| 280 pages \| 3,3 mb This book ...
	Science/Engineering Models for Probability and Statistical Inference: Theory and Applications James H. Stapleton, "Models for Probability and Statistical Inference: Theory and Applications" Wiley-Interscience \| 2007 \| ISBN: 0470073721 \| 464 pages \| PDF \| 22,8 MB This textbook is an introduction to probability and statistical inf ...

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	Science/Engineering Introduction to Linear Models and Statistical Inference Publisher: WileyLanguage: EnglishISBN: 0471662593Paperback: 600 pagesData: Jul 2005Format: CHMDescription: A multidisciplinary approach that emphasizes learning by analyzing real-world data sets. This book is the result of the authors&#8217 ...
	Science/Engineering Reasoning: Studies of Human Inference and its Foundations Jonathan E. Adler, Lance J. Rips "Reasoning: Studies of Human Inference and its Foundations" Cambridge University Press \| 2008-05-12 \| ISBN: 0521848156 \| 1072 pages \| PDF \| 5,7 MB This interdisciplinary work is a collection of major ess ...
	Programming Heuristics: Intelligent Search Strategies for Computer Problem Solving: Judea Pearl Heuristics: Intelligent Search Strategies for Computer Problem Solving: Judea Pearl Addison-Wesley Pub (Sd) \| ISBN: 0201055945 \| 1984-04 \| djvu (ocr) \| 399 pages \| 3.66 Mb The Addison-Wesley series in artificial intelligenceThis book is ab ...
	Programming Judea Pearl - Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference Judea Pearl - Probabilistic Reasoning in Intelligent Systems: Networks of Plausible InferenceMorgan Kaufmann \| 1988 \| ISBN: 1558604790, 0934613737 \| Pages: 552 \| DJVU \| 10.59 MBProbabilistic Reasoning in Intelligent Systems is a complete an ...
	Likelihood-Based Inference in Cointegrated Vector Autoregressive Models Likelihood-Based Inference in Cointegrated Vector Autoregressive Models (Advanced Texts in Econometrics) By Soren Johansen Publisher: Oxford University Press, USA \| ISBN: 0198774508 \| edition 1996 \| PDF \| 280 pages \| 3,3 mb This book ...
	Science/Engineering Models for Probability and Statistical Inference: Theory and Applications James H. Stapleton, "Models for Probability and Statistical Inference: Theory and Applications" Wiley-Interscience \| 2007 \| ISBN: 0470073721 \| 464 pages \| PDF \| 22,8 MB This textbook is an introduction to probability and statistical inf ...

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