Reaction models in stochastic field theory

We discuss and compare two popular methods used for analyzing fluctuations in the number of active agents: the approach of Martin, Siggia, and Rose, usually connected with the Langevin-equation description of fluctuation kinetics, and the approach of Doi, directly related to the master-equation description of stochastic birth–death processes.