Bayesian Inference

1. Knowledge and Logic
Hanns Ludwig Harney

2. Bayes’ Theorem
Hanns Ludwig Harney

3. Probable and Improbable Data
Hanns Ludwig Harney

4. Description of Distributions I: Real x

Hanns Ludwig Harney

5. Description of Distributions II: Natural x

Hanns Ludwig Harney

6. Form Invariance I
Hanns Ludwig Harney

7. Examples of Invariant Measures
Hanns Ludwig Harney

8. A Linear Representation of Form Invariance
Hanns Ludwig Harney

9. Going Beyond Form Invariance: The Geometric Prior
Hanns Ludwig Harney

10. Inferring the Mean or the Standard Deviation
Hanns Ludwig Harney

11. Form Invariance II: Natural x

Hanns Ludwig Harney

12. Item Response Theory
Hanns Ludwig Harney

13. On the Art of Fitting
Hanns Ludwig Harney

14. Summary
Hanns Ludwig Harney

Avainsanat: Physics, 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