Plant Breeding · 2006 · 42 citations · 4 references
AgriculturePlant BreedingPlant SciencesExperimental DesignExperimental PerformancePopulation ImprovementBreeding Program DesignPlant SelectionSelection MethodsBreeding Program EvaluationGainGain Versus Efficiency Trade-offPlant TrialingSample Size CalculationSample Size Estimation
Abstract Plant breeders in Germany often use multiple lattice designs to test a large number of entries that are to be directly compared for selection. Comparison among entries from different lattices is accommodated by the use of checks. While this design has some practical merits, it is statistically expected to be less efficient than alternative designs for a large number of entries. In this note a study is made of the gain in efficiency by using a single large α ‐design in place of multiple lattices. The comparison for a number of settings shows that the efficiency gain in terms of sample size or variance may be appreciable. It is concluded that plant breeders should seriously consider using α ‐designs in place of multiple lattices. A simple method is described which allows breeders to study the potential gain for their particular design. Practical considerations leading to a preference of multiple lattices are critically discussed.
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Construction of Resolvable Spatial Row–Column Designs
E. R. Williams, J. A. John, D. Whitaker · Biometrics · 2005 · 65 citations · Full text