Uncertainty The Soul of Modeling, Probability & Statistics /

This book presents a philosophical approach to probability and probabilistic thinking, considering the underpinnings of probabilistic reasoning and modeling, which effectively underlie everything in data science. The ultimate goal is to call into question many standard tenets and lay the philosophic...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Briggs, William (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Temas:
Statistics .
Probabilities.
Mathematics-Philosophy.
Knowledge, Theory of.
Logic.
Statistical Theory and Methods.
Probability Theory.
Philosophy of Mathematics.
Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Epistemology.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Truth, Argument, Realism
  • Logic
  • Induction and Intellection
  • What Probability Is
  • What Probability Is Not
  • Chance and Randomness
  • Causality
  • Probability Models
  • Statistical and Physical Models
  • Modelling Goals, Strategies, and Mistakes.

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