Study of the Bias in Monte Carlo N-Particle Estimates for Problems with Particle Interaction

For a model with interaction of particle trajectories, we justify theoretically and numerically that the N-particle statistical estimates of functionals of the solution to nonlinear kinetic equations have a bias of $$O(1{\text{/}}N)$$ order. An estimate of the coefficient in the corresponding bias formula is obtained.