The development of this thesis work consists on obtaining the NARMAX model of the dynamic behavior of the end-effector position of a robotic manipulator of three degrees of freedom by means of a parametric identification process. for this experimental data of the angular position of each of the joints is obtained after being excited with a certain signal, from the angular position data and the direct kinematic we obteined the end-effector position of the robotic manipulator, after obtaining the experimental data, we proceeded to select the elements of the structure of our parametric model, once the elements of the structure of the model have been selected, the coefficients of these elements were estimated to end with the validation of the model obtained. For the execution of the experimental tests a robotic manipulator of three degrees of freedom was implemented, which is made up of thre...