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Submetted on April 12 , 2018 and accepted on January 31 , 2019. This work is part of the Breeding Musa Project of Embrapa Universidade Federal de Viçosa, Departamento de Fitotecnia, Viçosa, Minas Gerais, Brazil. gabriellaqueirozalmeida@hotmail.com Universidade Federal de Goiás, Escola de Agronomia, Goiânia, Goiás, Brazil. juholiveira13@hotmail.com Embrapa Floresta, Colombo, Paraná, Brazil. marcos.deon@gmail.com Embrapa Produtos e Mercado, Sinop, Mato Grosso, Brazil. joaomeneguci@embrapa.br Embrapa Arroz e Feijão, Santo Antônio de Goiás, Goiás, Brazil. glays.matos@embrapa.br *Corresponding author:gabriellaqueirozalmeida@hotmail.com Selection index via REML/BLUP for identifying superior banana genotypes in the central region of Goiás state, Brazil 1