Bayesian Inference Data Evaluation and Decisions /

This new edition offers a comprehensive introduction to the analysis of data using Bayes rule. It generalizes Gaussian error intervals to situations in which the data follow distributions other than Gaussian. This is particularly useful when the observed parameter is barely above the background or t...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Harney, Hanns Ludwig (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edición:2nd ed. 2016.
Temas:
Mathematical physics.
Statistics .
Nuclear physics.
Probabilities.
Medical physics.
Mathematics-Data processing.
Mathematical Methods in Physics.
Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Nuclear and Particle Physics.
Probability Theory.
Medical Physics.
Computational Mathematics and Numerical Analysis.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Knowledge an Logic
  • Bayes' Theorem
  • Probable and Improbable Data
  • Descriptions of Distributions I: Real x
  • Description of Distributions II: Natural x
  • Form Invariance I
  • Examples of Invariant Measures
  • A Linear Representation of Form Invariance
  • Going Beyond Form Invariance: The Geometric Prior
  • Inferring the Mean or Standard Deviation
  • Form Invariance II: Natural x
  • Item Response Theory
  • On the Art of Fitting
  • Problems and Solutions
  • Description of Distributions I
  • Real x
  • Form Invariance I
  • Beyond Form Invariance: The Geometric Prior
  • Inferring Mean or Standard Deviation
  • Form Invariance II: Natural x
  • Item Response Theory
  • On the Art of Fitting. .

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