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TSEntropies
View on CRAN: Click
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Download and install TSEntropies package within the R console
Install from CRAN:
install.packages("TSEntropies")
Install from Github:
library("remotes")
install_github("cran/TSEntropies")
Install by package version:
library("remotes")
install_version("TSEntropies", "0.9")
Attach the package and use:
library("TSEntropies")
Maintained by
Jiri Tomcala
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-10-08
Latest Update: 2018-10-08
Description:
Computes various entropies of given time series. This is the initial version that includes ApEn() and SampEn() functions for calculating approximate entropy and sample entropy. Approximate entropy was proposed by S.M. Pincus in "Approximate entropy as a measure of system complexity", Proceedings of the National Academy of Sciences of the United States of America, 88, 2297-2301 (March 1991). Sample entropy was proposed by J. S. Richman and J. R. Moorman in "Physiological time-series analysis using approximate entropy and sample entropy", American Journal of Physiology, Heart and Circulatory Physiology, 278, 2039-2049 (June 2000). This package also contains FastApEn() and FastSampEn() functions for calculating fast approximate entropy and fast sample entropy. These are newly designed very fast algorithms, resulting from the modification of the original algorithms. The calculated values of these entropies are not the same as the original ones, but the entropy trend of the analyzed time series determines equally reliably. Their main advantage is their speed, which is up to a thousand times higher. A scientific article describing their properties has been submitted to The Journal of Supercomputing and in present time it is waiting for the acceptance.
How to cite:
Jiri Tomcala (2018). TSEntropies: Time Series Entropies. R package version 0.9, https://cran.r-project.org/web/packages/TSEntropies. Accessed 03 Dec. 2024.
Previous versions and publish date:
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Complete documentation for TSEntropies
Functions, R codes and Examples using
the TSEntropies R package
Some associated functions: ApEn . ApEn_C . ApEn_R . FastApEn . FastApEn_C . FastApEn_R . FastSampEn . FastSampEn_C . FastSampEn_R . SampEn . SampEn_C . SampEn_R .
Some associated R codes: ApEn_C.R . ApEn_R.R . FastApEn_C.R . FastApEn_R.R . FastSampEn_C.R . FastSampEn_R.R . SampEn_C.R . SampEn_R.R . Full TSEntropies package functions and examples
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