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A technique based on mutual information and redundancy for detecting nonlinearity in time series is described. The technique distinguishes between a deterministic time series and gaussian random noise time series based on the behavior of redundancies. An understanding of the dynamics can be developed by studying redundancies as a function of time lag and embedding dimension. This technique has been applied to the optical light curve of the OVV quasar 3C345.
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