Bibliografie
Journal Article
Core Functions and Core Divergences of Regular Distributions
,
: Kybernetika vol.39, 1 (2003), p. 29-42
: AV0Z1030915
: IAA1075101, GA AV ČR
: Johnsohn transforms, generalized Johnsohn distributions, core function of distributions, core divergences of distributions
: http://dml.cz/handle/10338.dmlcz/135506
(eng): Core functions of a distributions from regular statistical families, called Johnson Families, are modifications of the well known score functions. $L_2$ distance of core functions of arbitrary distributions from Johnson families is used to define a core divergence of distributions. It almost coincides with the Kullback divergence when the deviation of parameters is small, and in the cases of heavy-tailed distributions is less sensitive to large deviations of parameters.
: 12
: BA