Frequency domain identification can be used to find the linearized model of a nonlinear system for an operating point. The methods to identify transfer function coefficients from estimates of the frequency response function obtained from experimental data are studied using the example of a quadcopter vertical translation dynamics. Continuous and discrete time models are identified via linear least squares approach and optimization procedures.