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The objective of this work is to estimate genetic parameters for silvicultural characteristics in ciliary reforestation at 20 years of age, without progeny structure by mixed models (REML / BLUP). The present work was carried out at the Fazenda de Ensino, Pesquisa e Extensão (FEPE) of the Faculdade de Engenharia de Ilha Solteira, Universidade Estadual “Julio de Mesquita Filho” (FEIS / UNESP), located in the municipality of Selvíria (MS). In February and March of 1986 began the planting of the ciliary reforestation in modules, existing two models with different numbers of species. The spacing used in the planting of the species was 2 x 3 m. The ciliary reforestation has an area of 9.5 ha in the total sum of the two models of planting. The silvicultural characteristics evaluated at 20 years were total plant height (ALT, m), diameter at breast height (DBH, cm) and survival of planted individuals, which were used to calculate the variance component components of genetic parameters, using the genetic-statistical program SELEGEN-REML / BLUP. High genetic variability was observed among the genotypes for the silvicultural characters studied in the ciliary reforestation. The accuracy was of high magnitude, showing good reliability of the results. The mixed model method (REML / BLUP) was adequate for the estimation of genetic parameters and prediction of genotypic values in ciliary reforestation, and it could be used routinely.