Probability theory over noncommutative ring? - MathOverflow most recent 30 from http://mathoverflow.net2013-05-25T20:32:33Zhttp://mathoverflow.net/feeds/question/52669http://www.creativecommons.org/licenses/by-nc/2.5/rdfhttp://mathoverflow.net/questions/52669/probability-theory-over-noncommutative-ringProbability theory over noncommutative ring?Tegiri Nenashi2011-01-20T18:46:21Z2013-02-25T18:22:00Z
<p>Observation: <em>Entropy</em> is a metric over some non commutative ring. Indeed, if we exponentiate the standard entropy definition </p>
<p>$\displaystyle H(X) = -\sum_{x \in \mathcal{X}} p(x) \ln p(x).$</p>
<p>we'll get</p>
<p>$\displaystyle exp(H(X)) = -\prod_{x \in \mathcal{X}} p(x)^{p(x)}.$</p>
<p>The later is just a sum of squares if we interpret multiplication as summation and power as multiplication. This triggers all kind of questions, the most important one: can summation of probabilities be demoted and, possibly, entirely excluded from the theory?</p>
http://mathoverflow.net/questions/52669/probability-theory-over-noncommutative-ring/121513#121513Answer by Tegiri Nenashi for Probability theory over noncommutative ring?Tegiri Nenashi2013-02-11T18:21:14Z2013-02-11T18:21:14Z<p>Section 2.5 of David Ellerman's <a href="http://www.ellerman.org/Davids-Stuff/Maths/Counting-Dits-reprint.pdf" rel="nofollow">"Counting distinctions: on the conceptual foundations
of Shannon’s information theory"</a> overviews the history of the sum of probability squares formula known as Gini coefficient later consolidated with Shannon's definition via Tsallis entropy. </p>