Abstract
We study semiclassical methods for evaluating the canonical probability distribution function ρ(φ)=φ|exp(βH)|φ in field theory for systems in thermodynamic equilibrium. Field configurations which dominate the semiclassical distribution function are interpretable as "finite-temperature most-probable escape paths" (FTMPEP's) in field space and are related to the recently discovered caloron solutions, which are known to partially dominate the semiclassical partition function Z=Dφρ(φ). We present a semiclassical path-integral approximation for the distribution function and also discuss a Hartree self-consistent field approximation.