Foundations of Info-Metrics: Modeling, Inference and Imperfect Information

By:

Golan, Amos

Material type: Text

TextPublication details: Oxford University Press 2018 New YorkDescription: 465pISBN:

9780199349531

Subject(s):

Mathematical Statistics

DDC classification:

519.54 GOL

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Holdings
Item type	Current library	Item location	Collection	Call number	Status	Date due	Barcode	Item holds
Reference Book	NIMA Knowledge Centre	7th Floor Silence Zone	Reference	519.54 GOL (Browse shelf(Opens below))	Not For Loan		M0043471

Total holds: 0

1. Introduction
2. Rational Inference: A Constrained Optimization Framework
3. The Metrics of Info-Metrics
4. Entropy Maximization
5. Inference in The Real World
6. Advanced Inference in The Real World
7. Efficiency, Sufficiency, and Optimality
8. Prior Information
9. A Complete Info-Metrics Framework
10. Modeling and Theories
11. Causal Inference via Constraint Satisfaction
12. Info-Metrics and Statistical Inference: Discrete Problems
13. Info-Metrics and Statistical Inference: Continuous Problems
14. New Applications Across Disciplines

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