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Visualization of correlation coefficient matrix
2022-07-25 02:28:00 【A Qiang Zhen】
This article will use psych In the bag pairs.panels Command to visualize the correlation coefficient matrix :
library(psych)
The following data are r Language data comes with data
pairs.panels(attitude)

Let's take a look at the parameters of this command :
pairs(x, smooth = TRUE, scale = FALSE, density=TRUE,ellipses=TRUE,
digits = 2,method="pearson", pch = 20, lm=FALSE,cor=TRUE,jiggle=FALSE,factor=2,
hist.col="cyan",show.points=TRUE,rug=TRUE, breaks = "Sturges",cex.cor=1,wt=NULL,
smoother=FALSE,stars=FALSE,ci=FALSE,alpha=.05, ...)
- x Is the data ,smooth=T Represents adding a smooth curve ,scale=T Represents the standardization of data ,density=T Is to draw the density curve

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