In this paper we present the two-factor experimental design, which, is suited for one vague missing data value. Its suitability owes to the fact that this vague datum, has fuzzy probabilistic measurement properties. Therefore, to estimate the missing value in the fuzzy sense, we used the concept of a probabilistic fuzzy set.