 In 1925, Ronald Fisher mentions the two-way ANOVA in his celebrated book, "Statistical Methods for Research Workers" (chapters 7 and 8).In 1934, Frank Yates published procedures for the unbalanced case.Since then, an extensive literature has been produced.