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patterncausality  

Pattern Causality Algorithm
View on CRAN: Click here


Download and install patterncausality package within the R console
Install from CRAN:
install.packages("patterncausality")

Install from Github:
library("remotes")
install_github("cran/patterncausality")

Install by package version:
library("remotes")
install_version("patterncausality", "0.2.3")



Attach the package and use:
library("patterncausality")
Maintained by
Hui Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-07-31
Latest Update: 2025-02-15
Description:
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.
How to cite:
Hui Wang (2024). patterncausality: Pattern Causality Algorithm. R package version 0.2.3, https://cran.r-project.org/web/packages/patterncausality. Accessed 16 Jul. 2026.
Previous versions and publish date:
(2026-07-09 06:39), 0.1.0 (2024-07-31 12:20), 0.1.1 (2024-08-18 10:40), 0.1.2 (2024-08-22 11:00), 0.1.3 (2024-09-25 00:30), 0.2.0 (2025-01-10 06:00), 0.2.1 (2025-02-15 14:40), 0.2.2 (2025-09-04 08:40), 0.2.3 (2025-10-01 10:40)
Other packages that cited patterncausality R package
View patterncausality citation profile
Other R packages that patterncausality depends, imports, suggests or enhances
Complete documentation for patterncausality
Functions, R codes and Examples using the patterncausality R package
Full patterncausality package functions and examples
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