Mhaskar, Tejas (2013): Decoding Entropy.
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Abstract
Since its evolution, the concept of Entropy has been applied in various fields like Computer Science, Quantitative Finance, Physics etc. The definition of Entropy has slightly different meanings depending on the field of science to which it is being applied. This paper aims to examine the concept of Entropy and its application in Credit Risk Model Development and Validation.
Item Type: | MPRA Paper |
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Original Title: | Decoding Entropy |
Language: | English |
Keywords: | entropy, credit risk, model validation |
Subjects: | C - Mathematical and Quantitative Methods > C4 - Econometric and Statistical Methods: Special Topics > C49 - Other |
Item ID: | 47103 |
Depositing User: | Tejas Mhaskar |
Date Deposited: | 21 May 2013 02:05 |
Last Modified: | 26 Sep 2019 09:13 |
References: | R. M. Gray, Entropy and Information Theory Ben-Naim, Arieh (2007). Entropy Demystified. World Scientific Callen, Herbert, B (2001). Thermodynamics and an Introduction to Thermostatistics Entropy for beginners – A wikibook Shannon, Claude E. (July/October 1948). "A Mathematical Theory of Communication" Borda, Monica (2011). Fundamentals in Information Theory and Coding G. Christodoulakis, S. Satchell, The Analytics of Risk Model Validation Rating models and validation, Oesterreichische Nationalbank (OeNB) Martin, Nathaniel F.G. & England, James W. (2011). Mathematical Theory of Entropy Working Paper 14 - Studies on the Validation of Internal Rating Systems, Basel Committee on Banking Supervision (BCBS) |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/47103 |