Introduction to Bayesian Statistics

• Main Author: Koch, Karl-Rudolf (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2007.
• Edition: Second, updated and enlarged Edition.
• Subjects: Earth sciences.; Geophysics.; Image processing.; Geographical information systems.; Statistics.; Earth Sciences.; Geophysics/Geodesy.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Geographical Information Systems/Cartography.; Image Processing and Computer Vision.

Table of Contents:

• Probability
• Parameter Estimation, Confidence Regions and Hypothesis Testing
• Linear Model
• Special Models and Applications
• Numerical Methods.