Matrix product with Pauli matrices

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I have to show that if $\hat{n} = (n_1,n_2,n_3) \in \mathbb{R}^3$ and $\vec{\sigma} = (\sigma_1, \sigma_2, \sigma_3)$, where $$\sigma_1=\left(\begin{matrix}0&1\\1&0\end{matrix}\right) \sigma_2 = \left(\begin{matrix}0&-i\\i&0\end{matrix}\right), \sigma_3 = \left(\begin{matrix}1&0\\0&-1\end{matrix}\right)$$ then $$(\hat{n}\cdot\vec{\sigma})^{2n} = \mathbb{1}$$ and I have to calculate $$(\hat{n}\cdot\vec{\sigma})^{2n+1}$$ I know that $\hat{n}\cdot\vec{\sigma} = n_1\sigma_1 + n_2\sigma_2 + n_3\sigma_3$ and that $\sum_i n_i^2 = 1$ but I can't get a good result. Can anyone help me?

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Personally, I find it helpful to refer to (or rederive) this multiplication identity for Pauli matrices: $$ \sigma_a \sigma_b = \delta_{ab} I + i \epsilon_{abc} \sigma_c.$$ [Here, $\delta_{ab}$ is the Kronecker delta, $\epsilon_{abc}$ is the antisymmetric 3-tensor, and the summation convention is assumed.]

From this, it's possible to show that, for any 3-vectors $\vec a$ and $\vec b$, $$ (\vec a . \vec \sigma) (\vec b . \vec \sigma) = (\vec a . \vec b)I + i (\vec a \times \vec b).\vec \sigma.$$

In your case, $\vec a = \vec b = \vec{\hat n}$ with $|\vec{ \hat{ n}} | = 1$, so $\vec a . \vec b = 1$ and $\vec a \times \vec b = \vec 0$, and hence, $(\vec {\hat n} . \vec \sigma)^2 = 1$.

You can find more details about the steps in this Wikipedia article.