... The correct adoption of these principles allows the researcher to elaborate the most proper design for each experiment. This article is based on the contributions of Fisher [1,2], Yates [3,4,5], Federer [6], Silva [7,8,9,10,11,12], Cochran & Cox [13], Steel & Torrie [14], Mead [15], Kuehl [16], Preece [17], Bailey [18] and Fisher & Yates [19], which are explicitly referred in the text, and Federer [20,21], Finney [22], Giesbrecht [23], Hinkelmann & Kempthorne [24], Kempthorne [25,26], Ostle & Malone [27], Pearce [28,29], Petersen [30], Selwyn [31], Shadish, Cook & Campbell [32]. ...