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DESCRIPTION
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DESCRIPTION
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Package: rinform
Title: An R Wrapper of the 'Inform' C Library for Information Analysis of Complex Systems
Version: 1.0.2
Authors@R: c(
person("Gabriele", "Valentini", email = "[email protected]", role = c("aut", "cre", "cph")),
person("Douglas G.", "Moore", email = "[email protected]", role = c("ctb", "cph")))
Description: 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).
Depends: R (>= 3.4.0)
License: MIT + file LICENSE
URL: https://elife-asu.github.io/rinform/
BugReports: https://github.com/ELIFE-ASU/rinform/issues/
Encoding: UTF-8
LazyData: true
RoxygenNote: 6.0.1.9000
Imports: methods
Suggests: knitr,
rmarkdown,
testthat,
roxygen2
VignetteBuilder: knitr
SystemRequirements: C++11