Before revision:  We modeled vertical distribution of LiDAR returns against the three attributes using a functional glm and a novel nonparametric graphical test of significance.
After revision:  We modeled the vertical distribution against the three attributes using a functional glm and a novel nonparametric graphical test of significance.