FORM for discontinuous and truncated probability density functions

The common iterative FORM algorithm deals with random variables having continuous and smooth probability density functions. In some cases when the algorithm is applied to problems with discontinuous probability density functions difficulties may occur with convergence. For truncated density functions the routine may breakdown completely. Some examples illustrating these potential problems are given and the reasons described. Modifications to the standard iterative FORM algorithm are proposed.