Sun, Kai - In: Journal of Productivity Analysis 43 (2015) 1, pp. 85-97
This paper proposes a constrained nonparametric method of estimating an input distance function. A regression function is estimated via kernel methods without functional form assumptions. To guarantee that the estimated input distance function satisfies its properties, monotonicity constraints...