Before revision:  We propose a new experiment design framework for a problem whose inner replication's inputs are generated from probability distribution functions parameterized by the outer scenario.
After revision:  We propose a new experiment design framework for a problem whose inner replication's inputs are generated from distributions parameterized by the outer scenario.