R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
VisualDom
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]
[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 27 Jan. 2025.
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
Get rewarded with contribution points by
helping add
Reviews / comments / questions /suggestions ↴↴↴
Today's Hot Picks in Authors and Packages
quickcode
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
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
intccr
Semiparametric regression models on the cumulative incidence function for interval-censored competin ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jun Park (view profile)
AssetCorr
Functions for the estimation of intra- and inter-cohort correlations in the Vasicek credit portfolio ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Maximilian Nagl (view profile)
mgm
Estimation of k-Order time-varying Mixed Graphical Models and mixed VAR(p) models via elastic-net re ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jonas Haslbeck (view profile)
shinybrms
A graphical user interface (GUI) for fitting Bayesian regression
models using the package 'brms' wh ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Frank Weber (view profile)