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Causal State Modeller Toolbox

version 1.2.0.0 (687 KB) by David Kelly
Allows users to infer minimal and optimal statistical predictors from time series data.

1.1K Downloads

Updated 23 Apr 2012

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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.

Cite As

David Kelly (2021). Causal State Modeller Toolbox (https://www.mathworks.com/matlabcentral/fileexchange/33217-causal-state-modeller-toolbox), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2008a
Compatible with any release
Platform Compatibility
Windows macOS Linux

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