Course Description : | Functional equations, classification of information measures, survey of well known measures, required properties of
information measures, axiomatic approach to characterizations of entropies, extensions of entropies to the continuous
case, relationship measures, sufficient partitions and efficiency, maximum-entropy models, Akaiki information criterion
and model selection, Kullback-Leibler divergence and testing statistical models. |