Idempotent matrices appear in regression analysis, so can’t be ignored. Here are commonly used properties:

Properties of idempotent matrices

- The eigenvalues of an idempotent matrix are 0 and 1.
- The rank of an idempotent matrix is equal to its trace (sum of its diagonal elements).