DocumentCode :
892776
Title :
A bound on the financial value of information
Author :
Barron, Andrew R. ; Cover, Thomas M.
Author_Institution :
Dept. of Stat., Illinois Univ., Champaign, IL, USA
Volume :
34
Issue :
5
fYear :
1988
fDate :
9/1/1988 12:00:00 AM
Firstpage :
1097
Lastpage :
1100
Abstract :
It is shown that each bit of information at most doubles the resulting wealth in the general stock-market setup. This information bound on the growth of wealth is actually attained for certain probability distributions on the market investigated by J. Kelly (1956). The bound is shown to be a special case of the result that the increase in exponential growth of wealth achieved with true knowledge of the stock market distribution F over that achieved with incorrect knowledge G is bounded above by the entropy of F relative to G
Keywords :
information theory; probability; financial value; information bound; probability distributions; stock-market; wealth; Entropy; Information theory; Investments; Portfolios; Probability distribution; Statistics; Stock markets; Sufficient conditions;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/18.21241
Filename :
21241
Link To Document :
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