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math.ST2018
Statistical Estimation of Conditional Shannon Entropy
Alexander Bulinski, Alexey Kozhevin
The new estimates of the conditional Shannon entropy are introduced in the framework of the model describing a discrete response variable depending on a vector of d factors having…
math.ST2018
Statistical estimation of the Shannon entropy
Alexander Bulinski, Denis Dimitrov
The behavior of the Kozachenko - Leonenko estimates for the (differential) Shannon entropy is studied when the number of i.i.d. vector-valued observations tends to infinity. The as…