Role of Hat Matrix in Regression Analysis
The post is about the importance and role of the Hat Matrix in Regression Analysis. Hat matrix is a $n\times n$ symmetric and idempotent matrix with many special properties that play an important role in the diagnostics of regression analysis by transforming the vector of observed responses $Y$ into the …