Validity is based on Ferguson (1983) who has shown that, under some regularity conditions, any distribution can be approximated by a finite mixture of normal distributions. As it can be shown that a finite mixture of normal densities on the log of a variable is the same mathematical object as a finite mixture of log-normal densities, we can assume that Ferguson’s
result extends to our case.