Bayesian estimation of extropy and goodness of fit tests
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Applied Statistics"
DOI: 10.1080/02664763.2020.1812545
Abstract: Extropy, a complementary dual of entropy, is considered in this paper. A Bayesian approach based on the Dirichlet process is proposed for the estimation of extropy. A goodness of fit test is also d... read more here.
Keywords: extropy; extropy goodness; estimation extropy; goodness fit ... See more keywords
On cumulative residual (past) extropy of extreme order statistics
Sign Up to like & getrecommendations! Published in 2021 at "Communications in Statistics - Theory and Methods"
DOI: 10.1080/03610926.2021.2021238
Abstract: In the recent information-theoretic literature, the concept of extropy has been studied for order statistics. In the present communication we consider a cumulative analogue of extropy in the same vein of cumulative residual (past) entropy… read more here.
Keywords: order; residual past; cumulative residual; extreme order ... See more keywords
Kernel Estimation of the Extropy Function under α-Mixing Dependent Data
Sign Up to like & getrecommendations! Published in 2023 at "Symmetry"
DOI: 10.3390/sym15040796
Abstract: Shannon developed the idea of entropy in 1948, which relates to the measure of uncertainty associated with a random variable X. The contribution of the extropy function as a dual complement of entropy is one… read more here.
Keywords: extropy; kernel estimation; extropy function; estimation extropy ... See more keywords