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Jul 11, 2013 at 16:50 comment added SBF I see. Since mean (in whatever framework) is natural to define as a minimizer of a measure of spread of data/points/... it justifies the fact that the minimal such spread is called variance, as Kjetil wrote already. So the std.dev would indeed be natural to defined as a square root of the minimals sum of distances, however maybe you could say why are you interested in std.dev related to the Frechet mean? Perhaps, concentration theorem for random elements taking values in metric spaces?
Jul 11, 2013 at 15:11 comment added Franck van Breugel Yes, I am interested in a natural generalization of standard deviation, in analogy to Frechet mean generalizing ordinary mean. A reference to the literature would be ideal.
Jul 11, 2013 at 11:36 comment added SBF By I also would like to find the corresponding standard deviation do you mean, that you are looking for a natural way of defining a std.dev. for the Frechet mean?
Jul 11, 2013 at 11:00 history edited Willie Wong
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Jul 11, 2013 at 10:59 answer added kjetil b halvorsen timeline score: 4
Jul 11, 2013 at 10:46 review First posts
Jul 11, 2013 at 10:58
Jul 11, 2013 at 10:27 history asked Franck van Breugel CC BY-SA 3.0