Before revision:  We show how the theory of nonlinear expectations, in particular the Data-robust expectation introduced in [ 4 ], can assist in the quantification of statistical uncertainty for these problems.
After revision:  We show how the theory of nonlinear expectations, in particular the Data-robust expectation introduced in [ 5 ], can assist in the quantification of statistical uncertainty for these problems.