Collisional transport phenomena of toroidal plasma, for example, the particle, momentum and energy transport affected by resonant magnetic perturbations, are studied by computer simulations solving the drift kinetic equation. Monte Carlo methods and stochastic modeling, which are based on probability theory, are also of my interest, and are applied to the transport simulations.