[1]Department of Sciences;
Private University Antenor Orrego;
13006;
Peru;
[2]Department of Sciences;
National University of the Trujillo;
13006;
Peru;
[1]Department of Sciences;
Private University Antenor Orrego;
13006;
Peru;
Nonlinear dynamics; surrogate data; BDS test and serial times;