Fernando Fernández-Rodríguez, Simón Sosvilla-Rivero, and Julián Andrada-Félix, "Testing Chaotic Dynamics via Lyapunov Exponents", Journal of Applied Econometrics, Vol. 20, No. 7, 2005, pp. 911-930. We have applied this new test to the simulated data used in the single-blind controlled competition among tests for non-linearity and chaos generated by Barnett et al. (1997), as well as several chaotic series, both for small and large samples (380 and 2000 observations, respectively). First of all, our simulations are based on different stochastic processes following Barnett et al. (1997). Additionally, and in order to provide further, and stronger, evidence supporting our claim that the observed invariance property of the largest Lyapunov exponent holds for all chaotic processes, we also consider the chaotic Feigenbaum recursion, the Hénon map and the Lorenz attractor. garch.txt: GARCH is a stochastic process; 2000 observations. nlma.txt: NLMA is a stochastic process; 2000 observations. arch.txt: ARCH is a stochastic process; 2000 observations. arma.txt: ARMA is a stochastic process; 2000 observations. logistic.txt: Feigenbaum is a chaotic recursion in one-dimensional discrete-time system; 15,000 observations. henon.txt: Hénon is a chaotic map in two-dimensional discrete-time system; 15,001 observations. lorenz.txt: Lorenz is chaotic attractor in three-dimensional continuous-time system; 19,293 observations. Finally, we have tested for deterministic chaos in three exchange rate series return corresponding to the French Franc (dlffusa.txt), the Canadian Dollar (dlcanusa.txt) and the German Mark (dldmusa.txt), all against the USA Dollar. All the series go from 4th January 1971 to 31st December 1998. However, there are 7020 observation for the Franc and Mark and 8158 observations for the Canadian dollar. All these files (which are in DOS format) are zipped in the file fsa-data.zip. Please address any questions to: Simon Sosvilla-Rivero Foundation for Applied Economic Research (FEDEA) Jorge Juan, 46. E-28001 Madrid. Spain E-mail: simon.sosvilla fedea.es