TABLE IV-3. Analysis of variance for yield of 15 maize varieties with four replications, Chimaltenango, Guatemala. Variation d.f. SS MS Fc F.05 Blocks 3 1.109 0.3697 1.4089 N.S. 2.83 Treatments 14 8.250 0.5893 2.2458 1.94 Error 42 11.021 0.2624 Total 59 20.3800 Source: ICTA, Guatemala CV = 11.59% N.S.: Not significant *: Significant at 5% level The calculated F values (Fc) are compared with the F values from a table to determine levels of significance. For blocks there are 3 and 42 degrees of freedom, and for treatments 14 and 42 degrees of freedom. The statistical significance obtained for treatments indicates that yield of at least one of the varieties differs from the rest. In order to further define which varieties are statistically different, a Tukey multiple range test for comparison of means is performed (Steel and Torrie, 1980). This method consists of computing a difference (D), which would be significant at the 5% level, and comparing it with the differences between each pair of treatment means in the experiment. If a difference between two means is equal to or greater than the value for D, then the two means are significantly different. The calculations are as follows: D = Q Sx where: Q = Value which is taken from a statistical table (see Steel and Torrie, 1980, pp. 588-589), and which is a function of number of treatments and degrees of freedom of the error.