Let \(\mathcal {M}(n)\) denote the space of all \(n\times n\) matrices with real entries, iden- tified with \(\mathbb {R}^{n^2}\), and let \(S(n)\) be the subspace of symmetric matrices. Consider the smooth map \(F:\mathcal {M}(n)\to S(n)\) defined by \(f(A)=AA^{\top }\), where \(A^{\top }\) is the transpose of \(A\).
- Show that the identity matrix \(I\) is a regular value of \(f\) .
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Deduce that the orthogonal group
\[ O(n)=\{A\in \mathcal {M}(n)\mid AA^{\top }=I\} \]is a submanifold of \(\mathcal {M}(n)\). Carefully state any theorems you are citing.