Reading the Correlation Matrix
Let's start with a four-item Correlation Matrix, looking at the bivariate relationships between
Item_1, Item_2, Item_3, and Item_4:
Since the correlation matrix provides redundant information, the first thing we do is divide
the matrix into its Upper Diagonal and Lower Diagonal.
For this example, we will refer to the Upper Diagonal.