The art of causal conjecture

• Main Author: Shafer, Glenn, 1946-
• Format: eBook
• Language: English
• Published: Cambridge, Mass. : MIT Press, c1996.
• Series: Artificial intelligence (Cambridge, Mass.)
• Subjects: Artificial intelligence.; Causation.; Prediction (Logic); Probabilities.; elektronické knihy; electronic books
• ISBN: 9780262290999
• Physical Description: 1 online zdroj (xx, 511 p.) : ill.

Table of Contents:

• 1. Introduction
• 2. Event Trees
• 3. Probability Trees
• 4. Meaning of Probability
• 5. Independent Events
• 6. Events Tracking Events
• 7. Events as Signs of Events
• 8. Independent Variables
• 9. Variables Tracking Variables
• 10. Variables as Signs of Variables
• 11. Abstract Theory of Event Trees
• 12. Martingale Trees
• 13. Refining
• 14. Principles of Causal Conjecture
• 15. Causal Models
• 16. Representing Probability Trees
• App. A. Huygens Probability Trees
• App. B. Some Elements of Graph Theory
• App. C. Some Elements of Order Theory
• App. D. Sample-Space Framework for Probability
• App. E. Prediction in Probability Spaces
• App. F. Sample-Space Concepts of Independence
• App. G. Prediction Diagrams
• App. H. Abstract Stochastic Processes.