there are many method to calculate marker-trait association, namely stepwise regression, GLM, etc. Before running those methods, how we define the X (independent variables) and Y (respon variables) matrices, especially for SSR marker.
Use TASSEL 2.01 software. employ the general linear model and a mixed linear model based on Q-matrix and kinship-matrix to calculate the associations between marker and trait.