From the simulation results, we found no significant difference in the performance of test procedures based on
approximate p-value method by substituting the CMLE (p(C)
j ) and substituting the unbiased estimates (p(U)
j ). Since the
computation of CMLE requires to solve a quadratic equation while the unbiased estimate involves a straightforward
calculation only, we will present the result for