  Higher cumulants of conserved charges are sensitive observables of quantum
chromodynamics phase transitions. The sample of mixed events provides a
background to estimate non-critical effects of cumulants. Four possible methods
for constructing the sample of mixed events are suggested. The effectiveness of
each method is examined. It is showed that the method of most random or least
constrain is the best, rather than the conventional method.
