patterncausality: Pattern Causality Algorithm
The model proposes a robust methodology for detecting and reconstructing the hidden structure of dynamic complex systems through short-term forecasts and information embedded in reconstructed state spaces. The approach not only identifies critical components and causal interactions within these systems but also provides a practical tool for optimizing system performance and stability.
| Version: | 0.1.3 |
| Depends: | R (≥ 4.1.0) |
| Imports: | stats, corrplot, graphics, plot3D |
| Suggests: | knitr, rmarkdown, stringr, ggplot2, testthat (≥ 3.0.0) |
| Published: | 2024-09-24 |
| DOI: | 10.32614/CRAN.package.patterncausality |
| Author: | Stavros Stavroglou
 [aut],
Athanasios Pantelous
[aut],
Hui Wang [aut,
cre] |
| Maintainer: | Hui Wang <huiw1128 at gmail.com> |
| BugReports: | https://github.com/skstavroglou/pattern_causality/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/skstavroglou/pattern_causality/ |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | patterncausality results |
Documentation:
| Reference manual: | patterncausality.pdf |
| Vignettes: |
Pattern Causality in a large dataset (source, R code) Introduction to patterncausality (source, R code) Pattern Causality between two series (source, R code) |
Downloads:
| Package source: | patterncausality_0.1.3.tar.gz |
| Windows binaries: | r-devel: patterncausality_0.1.3.zip, r-release: patterncausality_0.1.3.zip, r-oldrel: patterncausality_0.1.3.zip |
| macOS binaries: | r-release (arm64): patterncausality_0.1.3.tgz, r-oldrel (arm64): patterncausality_0.1.3.tgz, r-release (x86_64): patterncausality_0.1.3.tgz, r-oldrel (x86_64): patterncausality_0.1.3.tgz |
| Old sources: | patterncausality archive |
Linking:
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