Periodogram of the RV data of HD 40307 (top panel), and of the residuals around models with three (second from top), four (second from bottom), and five (bottom) Keplerian signals in addition to a cubic function to take into account the long-term trend produced by the magnetic cycle of the star. The horizontal dotted and dashed lines represent the 10% and 1% false alarm probability levels, respectively.