Lemma 22.6:

The group homomorphism $\psi: S^3 \longrightarrow SO(3, \mathbb{R})$ is surjective and is a covering projection. As a topological space, $SO(3, \mathbb{R})$ is homeomorphic to $\mathbb{R}P^3$.