Silva, Jeferson Pereira Martins creator Fernandes, Márcia Rodrigues de Moura creator Gonçalves, Anny Francielly Ataide creator Lopes, Isáira Leite e creator Silva, Gilson Fernandes da creator Cabacinha, Christian Dias creator text periodical abstract or summary bl. continuing eng ABSTRACT This paper aimed to estimate the basic density (DB) of the wood of Cerrado species using mixed linear models. For performing the DBH measurement, the sampling of 334 individuals was carried out. By keeping the Pilodyn apparatus in the DBH position, two measurements were made on opposite sides. Further, for determining DB, the trees were knocked down, followed by removal of five wood discs at different height of stem positions. For this purpose, two sets of modeling alternatives were proposed, which take into account with and without random effects, employing species as a random effect grouping variable. Thus, it was elucidated that, for the estimation of DB, the mixed model that considered the random effects performed better as compared to the alternative model without random effects. The inclusion of random effects leads to the estimation of DB with high accuracy. Keywords: Cerrado stricto sensu, wood quality, regression. Publicação on-line; 49 ref.; 7 tables; 2 illus.; Summary (En) CERRADO MADEIRA QUALIDADE REGRESSÃO LINEAR Rio de Janeiro-RJ Instituto de Florestas - UFRRJ 1994 2025-0453 1415-0980 / ISSN 2179-8087 0nline BR2026001306 v. 26(special number n.1) p. 1-10; (2019) https://www.scielo.br/j/floram/a/X54hzCKyFFxL9s7yDH34rMm/?format=pdf&lang=en https://www.scielo.br/j/floram/a/X54hzCKyFFxL9s7yDH34rMm/?format=pdf&lang=en BR-BrBNA 260428 20260428113433.0 eng