ggcorrmat  R Documentation 
Correlation matrix or a dataframe containing results from pairwise
correlation tests. The package internally uses ggcorrplot::ggcorrplot
for
creating the visualization matrix, while the correlation analysis is carried
out using the correlation::correlation
function.
ggcorrmat( data, cor.vars = NULL, cor.vars.names = NULL, output = "plot", matrix.type = "upper", type = "parametric", tr = 0.2, partial = FALSE, k = 2L, sig.level = 0.05, conf.level = 0.95, bf.prior = 0.707, p.adjust.method = "holm", pch = "cross", ggcorrplot.args = list(method = "square", outline.color = "black", pch.cex = 14), package = "RColorBrewer", palette = "Dark2", colors = c("#E69F00", "white", "#009E73"), ggtheme = ggstatsplot::theme_ggstatsplot(), ggplot.component = NULL, title = NULL, subtitle = NULL, caption = NULL, ... )
data 
Dataframe from which variables specified are preferentially to be taken. 
cor.vars 
List of variables for which the correlation matrix is to be
computed and visualized. If 
cor.vars.names 
Optional list of names to be used for 
output 
Character that decides expected output from this function. If

matrix.type 
Character, 
type 
A character specifying the type of statistical approach:
You can specify just the initial letter. 
tr 
Trim level for the mean when carrying out 
partial 
Can be 
k 
Number of digits after decimal point (should be an integer)
(Default: 
sig.level 
Significance level (Default: 
conf.level 
Scalar between 
bf.prior 
A number between 
p.adjust.method 
Adjustment method for pvalues for multiple
comparisons. Possible methods are: 
pch 
Decides the point shape to be used for insignificant correlation
coefficients (only valid when 
ggcorrplot.args 
A list of additional (mostly aesthetic) arguments that
will be passed to 
package, palette 
Name of the package from which the given palette is to
be extracted. The available palettes and packages can be checked by running

colors 
A vector of 3 colors for low, mid, and high correlation values.
If set to 
ggtheme 
A 
ggplot.component 
A 
title 
The text for the plot title. 
subtitle 
The text for the plot subtitle. Will work only if

caption 
The text for the plot caption. This argument is relevant only
if 
... 
Currently ignored. 
For details, see: https://indrajeetpatil.github.io/ggstatsplot/articles/web_only/ggcorrmat.html
grouped_ggcorrmat
ggscatterstats
grouped_ggscatterstats
# for reproducibility set.seed(123) library(ggstatsplot) # to get a plot (assumes that `ggcorrplot` is installed) if (require("ggcorrplot")) ggcorrmat(iris) # to get a dataframe ggcorrmat( data = ggplot2::msleep, cor.vars = sleep_total:bodywt, partial = TRUE, output = "dataframe" )
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