Other packages > Find by keyword >

VisualDom  

Visualize Dominant Variables in Wavelet Multiple Correlation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("VisualDom", "0.8.0")



Attach the package and use:
library("VisualDom")
Maintained by
Josué M. Polanco-Martínez
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-01-06
Latest Update: 2023-01-06
Description:
Estimates and plots as a heat map the correlation coefficients obtained via the wavelet local multiple correlation 'WLMC' (Fernández-Macho 2018) and the 'dominant' variable/s, i.e., the variable/s that maximizes the multiple correlation through time and scale (Polanco-Martínez et al. 2020, Polanco-Martínez 2022). We improve the graphical outputs of WLMC proposing a didactic and useful way to visualize the 'dominant' variable(s) for a set of time series. The WLMC was designed for financial time series, but other kinds of data (e.g., climatic, ecological, etc.) can be used. The functions contained in 'VisualDom' are highly flexible since these contains several parameters to personalize the time series under analysis and the heat maps. In addition, we have also included two data sets (named 'rdata_climate' and 'rdata_Lorenz') to exemplify the use of the functions contained in 'VisualDom'. Methods derived from Fernández-Macho (2018) <doi:10.1016/j.physa.2017.11.050>, Polanco-Martínez et al. (2020) <doi:10.1038/s41598-020-77767-8> and Polanco-Martínez (2023, in press).
How to cite:
Josué M. Polanco-Martínez (2023). VisualDom: Visualize Dominant Variables in Wavelet Multiple Correlation. R package version 0.8.0, https://cran.r-project.org/web/packages/VisualDom. Accessed 05 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited VisualDom R package
View VisualDom citation profile
Other R packages that VisualDom depends, imports, suggests or enhances
Complete documentation for VisualDom
Functions, R codes and Examples using the VisualDom R package
Some associated functions: VisualDom-package . man_estim_WLMC . man_plot_dominant_WLMC . man_plot_estim_WLMC . rdata_Lorenz . rdata_climate . 
Some associated R codes: fun_estim_WLMC.R . fun_plot_dominant_WLMC.R . fun_plot_estim_WLMC.R .  Full VisualDom package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

cdlTools  
Tools to Download and Work with USDA Cropscape Data
Downloads USDA National Agricultural Statistics Service (NASS) cropscape data for a specified state ...
Download / Learn more Package Citations See dependency  
genie  
Fast, Robust, and Outlier Resistant Hierarchical Clustering
Includes the reference implementation of Genie - a hierarchical clustering algorithm that links two ...
Download / Learn more Package Citations See dependency  
correlation  
Methods for Correlation Analysis
Lightweight package for computing different kinds of correlations, such as partial correlations, Ba ...
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  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA