Before revision:  The approach is based on former work on partition-of-unity copulas, however with a direct  estimation of the joint density by product beta distributions after a suitable transformation of the original data.
After revision:  The approach is based on former work on partition-of-unity copulas, however with a direct scenario estimation of the joint density by product beta distributions after a suitable transformation of the original data.