Before revision:  We prove that the objective function is quasi-convex and obtain a novel second-order infill approximation of the optimal threshold , hence extending results from the aforementioned paper .
After revision:  We prove that the objective function is quasi-convex and obtain a novel second-order infill approximation of the optimal threshold in closed form .