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vistla  

Detecting Influence Paths with Information Theory
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("vistla", "2.1.1")



Attach the package and use:
library("vistla")
Maintained by
Miron B. Kursa
[Scholar Profile | Author Map]
First Published: 2022-08-18
Latest Update: 2023-12-14
Description:
Traces information spread through interactions between features, utilising information theory measures and a higher-order generalisation of the concept of widest paths in graphs. In particular, 'vistla' can be used to better understand the results of high-throughput biomedical experiments, by organising the effects of the investigated intervention in a tree-like hierarchy from direct to indirect ones, following the plausible information relay circuits. Due to its higher-order nature, 'vistla' can handle multi-modality and assign multiple roles to a single feature.
How to cite:
Miron B. Kursa (2022). vistla: Detecting Influence Paths with Information Theory. R package version 2.1.1, https://cran.r-project.org/web/packages/vistla. Accessed 02 Apr. 2025.
Previous versions and publish date:
1.0.0 (2022-08-18 09:40), 1.0.1 (2022-11-24 00:20), 1.1.0 (2023-07-07 19:20), 2.0.0 (2023-10-05 04:40), 2.0.1 (2023-12-14 15:40), 2.0.2 (2024-06-06 18:50), 2.0.3 (2024-09-27 20:00), 2.0.4 (2025-01-26 04:10), 2.1.0 (2025-02-06 16:10)
Other packages that cited vistla R package
View vistla citation profile
Other R packages that vistla depends, imports, suggests or enhances
Complete documentation for vistla
Functions, R codes and Examples using the vistla R package
Some associated functions: branches . cchain . chain . flow . hierarchy . junction . leaf_scores . mi_scores . mle_coerce . path_to . paths . plot.vistla . print.vistla . prune . vistla . write.dot . 
Some associated R codes: coerce.R . data.R . export.R . extract.R . formula.R . paths.R . plot.R . prune.R . tools.R . vistla.R .  Full vistla package functions and examples
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