2 PERIODICITY DETECTION

2.1 Principles of testing

2.2 Illustration

3 METHODOLOGY

3.1 The four approximations to the FAP

3.2 Parameter estimation

4 APPLICATION TO THE GAIA SURVEY

4.1 Simulations

4.2 Model fitting

4.3 Quality assessment of the FAP methods

5 DISCUSSION