We prove asymptotic normality of the new estimate and show that it is first order asymptotically equivalent to the initial unconstrained estimate if the regression function is in fact convex.

In this paper, firstly we prove an integral identity that one can derive several new equalities for special selections of 𝑛 from this identity. Secondly, we established more general integral ...