A novel method is developed to jointly estimate regression curves applied to
the evolutionary biology for studying the trait relationships. The adaptive
evolution model is built on a coupled system of Ornstein-Ulenhbeck processes.
Our method is then applied to a set of ecological data and it is compared with
the recent regression method established in [9].