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correlation Summary

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library

Objective

method

code

Base

bivariate correlation

Pearson

cor(dfx2, method = "pearson")

Base

bivariate correlation

Spearman

cor(dfx2, method = "spearman")

Base

Multivariate correlation

pearson

cor(df, method = "pearson")

Base

Multivariate correlation

Spearman

cor(df, method = "spearman")

Hmisc

P value

rcorr(as.matrix(data[,1:9]))[["P"]]

Ggally

heat map

ggcorr(df)

Multivariate plots

cf code below

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