Other packages > Find by keyword >

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", "2.0.1")



Attach the package and use:
library("vistla")
Maintained by
Miron B. Kursa
[Scholar Profile | Author Map]
All associated links for this package
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 2.0.1, https://cran.r-project.org/web/packages/vistla
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)
Other packages that cited vistla R package
View vistla citation profile
Other R packages that vistla depends, imports, suggests or enhances
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
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns