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rinform: An R Wrapper of the 'Inform' C Library for Information Analysis of Complex Systems
An R wrapper of the 'Inform' v1.0.0 C library for performing information analysis of complex systems. As for the 'Inform' library, 'rinform' is structured around the concepts of: 1) discrete empirical probability distributions which form the basis for all of the information-theoretic measures; 2) classic information-theoretic measures built upon empirical distributions (e.g., Shannon entropy, mutual information, cross entropy); and 3) advanced measures of information dynamics for time series (e.g., transfer entropy, active information, evidence of integration). In addition to the core components, 'rinform' also provides a collection of utilities to manipulate time series (e.g., binning of continuous values, black-boxing of time series).
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Package details |
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| Author | Gabriele Valentini [aut, cre, cph], Douglas G. Moore [ctb, cph] |
| Maintainer | Gabriele Valentini <gvalent3@asu.edu> |
| License | MIT + file LICENSE |
| Version | 1.0.2 |
| URL | https://elife-asu.github.io/rinform/ |
| Package repository | View on CRAN |
| Installation |
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