Information and Complexity in Statistical Modeling
The different and logically unassailable view of statistical modelling should provide excellent grounds for further research and suggest topics for graduate students in all fields of modern engineering, including and not restricted to signal and image processing, bioinformatics, pattern recognition,...
| Main Author: | |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
New York, NY
Springer New York
2007, 2007
|
| Edition: | 1st ed. 2007 |
| Series: | Information Science and Statistics
|
| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Information and Coding
- Shannon-Wiener Information
- Coding of Random Processes
- Statistical Modeling
- Kolmogorov Complexity
- Stochastic Complexity
- Structure Function
- Optimally Distinguishable Models
- The MDL Principle
- Applications