Causality, probability, and time /

"This book presents a new approach to causal inference and explanation, addressing both the timing and complexity of relationships. The method's feasibility and success is demonstrated through theoretical and experimental case studies"--

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Kleinberg, Samantha, 1983- (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge : Cambridge University Press, 2013.
Temas:
Computational complexity.
Complexité de calcul (Informatique)
COMPUTERS > Natural Language Processing.
COMPUTERS > Machine Theory.
Computational complexity
Kausalität
Wahrscheinlichkeit
Komplexität
Zeit
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 1. Introduction
  • 2. A brief history of causality
  • 3. Probability, logic and probabilistic temporal logic
  • 4. Defining causality
  • 5. Inferring causality
  • 6. Token causality
  • 7. Case studies
  • 8. Conclusion
  • Appendix A.A little bit of statistics
  • Appendix B. Proofs.

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