A researcher concludes that there is no difference in the column treatments in a one-factor model. Upon reanalysis of the same data via two-factor ANOVA, however, the researcher concludes that there is a difference in the column treatments. Did the researcher make a mistake? Which conclusion (if either of them) is true? Explain how these contradictory conclusions can (or cannot) be justified.