analysis
   which are based on the paradigm of deterministic chaos. A variety of
   algorithms for data representation, prediction, noise reduction, dimension
   and Lyapunov estimation, and nonlinearity testing are discussed with
   particular emphasis on issues of implementation and choice of parameters.
   Computer programs that implement the resulting strategies are publicly
   available as the <a href="../indexf.html">TISEAN</a> 
   software package. The use of each algorithm will
   be illustrated wit