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The Probabilistic Vision of the Physical World A Point of View of Earth Sciences /

This book investigates the relationship between empirical reality and theoretical modelling in Earth sciences, focusing on how empirical experiments and theoretical models interact. It explores the connection between statistics and probability theory, emphasizing the importance of these tools in und...

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Autors principals: Sansò, Fernando (Autor), Albertella, Alberta (Autor)
Autor corporatiu: SpringerLink (Online service)
Format: Electrònic eBook
Idioma:anglès
Publicat: Cham : Springer Nature Switzerland : Imprint: Birkhäuser, 2025.
Edició:1st ed. 2025.
Col·lecció:Lecture Notes in Geosystems Mathematics and Computing,
Matèries:
Machine learning.
Stochastic models.
Statistics .
Geography > Mathematics.
Mathematical statistics.
Machine Learning.
Stochastic Modelling.
Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Mathematics of Planet Earth.
Mathematical Statistics.
Accés en línia:https://doi.org/10.1007/978-3-031-88268-5
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Taula de continguts:
  • - 1. Probability and Frequency
  • 2. The Sources of Stochasticity
  • 3. Statistical Inference: The Theory of Estimation
  • 4. Statistical Inference: Model Verification
  • 5. Finite vs Infinite, Discrete vs Continuous
  • 6. A Look at Machine Learning
  • 7. Some Conclusions.

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