Devinderjit Singh SiviaRutherford Appleton LaboratoryChiltonOxonOX11 5DJJohn SkillingMaximum Entropy Data Consultants42 Southgate StreetBury St EdmondsSuffolkIP33 2AZ

One of the strengths of this book is the author's ability to motivate the use of Bayesian methods through simple yet effective examples.

• 1. The Basics ; 2. Parameter Estimation I ; 3. Parameter Estimation II ; 4. Model Selection ; 5. Assigning Probabilities ; 6. Non-parametric Estimation ; 7. Experimental Design ; 8. Least-Squares Extensions ; 9. Nested Sampling ; 10. Quantification ; Appendices ; Bibliography

Devinderjit Singh SiviaRutherford Appleton LaboratoryChiltonOxonOX11 5DJJohn SkillingMaximum Entropy Data Consultants42 Southgate StreetBury St EdmondsSuffolkIP33 2AZ

One of the strengths of this book is the author's ability to motivate the use of Bayesian methods through simple yet effective examples.

• 1. The Basics ; 2. Parameter Estimation I ; 3. Parameter Estimation II ; 4. Model Selection ; 5. Assigning Probabilities ; 6. Non-parametric Estimation ; 7. Experimental Design ; 8. Least-Squares Extensions ; 9. Nested Sampling ; 10. Quantification ; Appendices ; Bibliography

Devinderjit Singh SiviaRutherford Appleton LaboratoryChiltonOxonOX11 5DJJohn SkillingMaximum Entropy Data Consultants42 Southgate StreetBury St EdmondsSuffolkIP33 2AZ

One of the strengths of this book is the author's ability to motivate the use of Bayesian methods through simple yet effective examples.

• 1. The Basics ; 2. Parameter Estimation I ; 3. Parameter Estimation II ; 4. Model Selection ; 5. Assigning Probabilities ; 6. Non-parametric Estimation ; 7. Experimental Design ; 8. Least-Squares Extensions ; 9. Nested Sampling ; 10. Quantification ; Appendices ; Bibliography