Correlation Analysis

before running (Multiple) regression model, run correlation analysis

if the dataset follow the normal distribution,

run Pearson's correlation coefficient

otherwise,

run Spearman's rank correlation coefficient

R script;

>cor(dataset, method = "pearson")


>cor(var1, var2, method = "spearman")