Estimators, escort probabilities, and phi-exponential families in statistical physics

摘要

The lower bound of Cramer and Rao is generalized to pairs of families ofprobability distributions, one of which is escort to the other. This bound isoptimal for certain families, called phi-exponential in the paper. Their dualstructure is explored.