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Causal State Modeller Toolbox

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Causal State Modeller Toolbox

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11 Oct 2011 (Updated )

Allows users to infer minimal and optimal statistical predictors from time series data.

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Description

A reimplementation of the CSSR algorithm of Shalizi et al. Extends the input data from discrete to continuous clustered by way of a novel discretisation scheme. Allows users to infer optimally predictive hidden Markov models from their data, either supplied or generated by the code. Calculates the statistical complexity and other metrics of the data/inferred model. See help file for more details.

Acknowledgements

Files Under Folders (Fuf), Export Fig, and Close All Figures Except Those Listed inspired this file.

MATLAB release MATLAB 7.6 (R2008a)
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Comments and Ratings (1)
29 Oct 2011 Erdal Bizkevelci  
Updates
12 Oct 2011

corrected a typo in the description

23 Apr 2012

acknowledgement added

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