Before revision:  We first obtain an adaptive collection of basis assets and then simultaneously test which basis assets correspond to which securities . Since the collection of basis assets is quite large and highly correlated, high-dimension methodsare used .
After revision:  We first obtain an adaptive collection of basis assets and then simultaneously test which basis assets correspond to which securities , using high-dimensional methods .