Before revision: In this paper we develop a systematic methodology for estimating the fitness of genotypes from observational data describing the long-term evolution of bacterial populations.
After revision: In this paper we develop and test algorithmic techniques to estimate genotypes fitnesses by analysis of observed daily frequency data monitoring the long-term evolution of bacterial populations.