Statistics – Methodology
Scientific paper
2007-09-26
InterJournal of Complex Systems, 2201 (2008)
Statistics
Methodology
Presented at the 7th International Conference on Complex Systems, Boston, 2007. 8 pages, no figures. Version 2 changes the a s
Scientific paper
The diversity of a community that cannot be fully counted must be inferred. The two preeminent inference methods are the MaxEnt method, which uses information in the form of constraints and Bayes' rule which uses information in the form of data. It has been shown that these two methods are special cases of the method of Maximum (relative) Entropy (ME). We demonstrate how this method can be used as a measure of diversity that not only reproduces the features of Shannon's index but exceeds them by allowing more types of information to be included in the inference. A specific example is solved in detail. Additionally, the entropy that is found is the same form as the thermodynamic entropy.
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