Before revision:  We show that the conditional distribution of the stochastic inefficiency term given the control functions is a folded normal distribution, which reduces to the half-normal distribution when both inputs and environmental variables are independent of the stochastic inefficiency term .
After revision:  We show that the conditional distribution of the stochastic inefficiency term given the control functions ; and the conditional distribution of the stochastic inefficiency term .