Comparative analysis of these three methods is presented in the paper. Numerical simulation for different types of droplet distribution is carried out. The methods’ uncertainty is analyzed by a numerical experiment and the results are presented. Estimation of the integral method efficiency was made in terms of refractive index dispersion. Besides, validation test performed to evaluate the influence of the multiple scattering on the application of Bouguer law.