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The use of methods with high statistical accuracy in the selection of genotypes can provide substantial gains to breeding programs. This study evaluated the suitability of the best linear unbiased prediction at individual level (BLUPI) with simulated individual BLUP (BLUPIS) procedure to select individuals in segregating soybean populations. Fifteen segregating populations were evaluated in the field during the 2014/15 crop season. Data for grain yield (g/plant) and growth cycle in daysdoi:10.35418/2526-4117/v4n1a2 fatcat:iq4kdi6i75adjetfaogysfurci