Bayesian Inference Data Evaluation and Decisions /

• Κύριος συγγραφέας: Harney, Hanns Ludwig (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Έκδοση: 2nd ed. 2016.
• Θέματα: Physics.; Computer mathematics.; Probabilities.; Nuclear physics.; Medical physics.; Radiation.; Statistics.; Mathematical Methods in Physics.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Particle and Nuclear Physics.; Probability Theory and Stochastic Processes.; Medical and Radiation Physics.; Computational Mathematics and Numerical Analysis.

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...

Πίνακας περιεχομένων:

• 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. .