  We study statistics: mappings from distributions to real numbers. We
characterize all statistics that are monotone with respect to first-order
stochastic dominance, and additive for sums of independent random variables. We
explore a number of applications, including a representation of stationary,
monotone time preferences, generalizing Fishburn and Rubinstein (1982) to time
lotteries.
