Discretization of (H, Phi)-Divergences (Journal article)

Papaioannou, T./ Ferentinos, K./ Menendez, M. L./ Salicru, M.


In this paper, the problem of loss of information due to the discretization of continuous data and its estimate is studied. It is shown that the rate of convergence of the discretized versions of (h, phi)-divergences to their continuous expressions is quadratic. The results of Ghurye and Johnson (1981) and Zografos, Ferentinos, and Papaioannou (1986) are generalized and supplemented for the (h, phi)-divergence measures.
Institution and School/Department of submitter: Πανεπιστήμιο Ιωαννίνων. Σχολή Θετικών Επιστημών. Τμήμα Μαθηματικών
Keywords: information
URI: http://olympias.lib.uoi.gr/jspui/handle/123456789/12686
ISSN: 0020-0255
Link: <Go to ISI>://A1994MX06400008
http://ac.els-cdn.com/0020025594900086/1-s2.0-0020025594900086-main.pdf?_tid=d1404b92-5819-11e3-ada0-00000aab0f02&acdnat=1385635546_d9e1824c0fd77469ba2e4651a9eac97b
Appears in Collections:Άρθρα σε επιστημονικά περιοδικά ( Ανοικτά)

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