Probabilistic Logics and Probabilistic Networks

• Κύριοι συγγραφείς: Haenni, Rolf (Συγγραφέας), Romeijn, Jan-Willem (Συγγραφέας), Wheeler, Gregory (Συγγραφέας), Williamson, Jon (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Dordrecht : Springer Netherlands, 2011.
• Σειρά: Synthese Library, Studies in Epistemology, Logic, Methodology, and Philosophy of Science ; 350
• Θέματα: Philosophy.; Epistemology.; Logic.; Philosophy and science.; Mathematical statistics.; Probabilities.; Statistics.; Philosophy of Science.; Probability and Statistics in Computer Science.; Statistical Theory and Methods.; Probability Theory and Stochastic Processes.

While probabilistic logics in principle might be applied to solve a range of problems, in practice they are rarely applied --- perhaps because they seem disparate, complicated, and computationally intractable. This programmatic book argues that several approaches to probabilistic logic fit into a si...

Πίνακας περιεχομένων:

• Preface
• Part I: Probabilistic Logics
• 1. Introduction
• 2. Standard Probabilistic Semantics
• 3. Probabilistic Argumentation
• 4. Evidential Probability
• 5. Statistical Inference
• 6. Bayesian Statistical Inference
• 7. Objective Bayesian Epistemology
• Part II: Probabilistic Networks
• 8. Credal and Bayesian Networks
• 9. Networks for the Standard Semantics
• 10. Networks for Probabilistic Argumentation
• 11. Networks for Evidential Probability
• 12. Networks for Statistical Inference
• 13. Networks for Bayesian Statistical Inference
• 14. Networks for Objective Bayesianism
• 15. Conclusion
• References
• Index.