## Proof that projection matrix P has lambda = 0 and lambda = 1

Assume that is an eigenvector of . Then has atmost two eigenvalues (0 or 1). Prove that there exists an eigenvector of with eigenvalue equals 1: We have , therefore we can pick any column vectors of and it will be an eigenvector of with eigenvalue equals 1. Prove that there exists an [...]