Multivariate data analysis refers to statistical techniques that simultaneously analyze multiple measurements on objects under investigation.
Here are the R scripts I wrote using R Studio to perform several multivariate data analyses, such as Principal Component Analysis (PCA), Factor Analysis (FA), etc.