Yi = a + be where: Yi = yield of variety i, and e = environmental index equal to the average yield of all treatments at each location By fitting the equation independently for each variety, then plotting the yield response to environment for each variety on the same graph, it is possible to visually compare varieties. Using the same procedure, it is easy to generalize these equation sets to any number and kind of treatments. TABLE VII-3. Maize yield from farmer-managed, on-farm trials, Phalombe, Malawi, 1981/1982. Farmers in first village Trts 1 2 3 4 5 6 7 8 TMV t/ha LM 2.2 2.2 1.9 1.2 1.3 0.9 1.0 0.5 1.4 LM-F 3.6 3.7 4.3 3.2 2.3 2.3 3.1 2.8 3.2 CCA 3.5 2.0 2.9 0.4 0.6 0.5 0.6 0.3 1.3 CCA-F 5.0 4.7 4.3 3.5 2.4 1.7 3.0 2.8 3.4 MF = ei 3.6 3.2 3.3 2.1 1.7 1.3 1.9 1.6 Farmers in second village 1 2 3 4 5 6 LM 1.8 1.1 1.6 1.0 1.6 0.6 1.3 LM-F 3.2 2.5 2.9 1.2 1.9 0.8 2.1 CCA 2.2 0.7 0.9 0.3 1.1 0.3 0.9 CCA-F 2.9 2.5 2.1 1.1 0.8 0.4 1.6 MF = ei 2.5 1.7 1.9 0.9 1.4 0.5 Source: Hansen et LM = Local Maize al., 1982. LM-F= Fertilizer Local CCA = CCA Maize CCA-F = Fertilizer CCA MF = Mean for farmer TMV = Treatment Mean for Village Data for a maize trial from the Phalombe Project in Malawi (Hansen et al., 1982) are analyzed as an example. Fourteen farmers from two villages participated in trials conducted on their respective farms. A simple, non-replicated 2 x 2 factorial arrangement with two maize