Why is $ det(A - \lambda I) = (-1)^n \cdot [\lambda^n + c_1\lambda^{n-1} + ... + c_n ] $?

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Well the title tells you everything I want to know. Why is

$ \det(A - \lambda I) = (-1)^n \cdot [\lambda^n + c_1\lambda^{n-1} + ... + c_n ] $ ?

With this I then want to show that

$ \det(A - \lambda I) = (-1)^n\lambda^n + (-1)^{n-1}tr(A)\lambda^{n-1} + ... + \det(A)$.


Trying to compute the determinant:

$ \det(A - \lambda I) = \begin{pmatrix} a_{11}-\lambda & a_{12} & \cdots & a_{1n} \\ a_{21} & a_{22}-\lambda & \cdots & a_{2n} \\ \cdots & \cdots & \cdots & \cdots \\ a_{n1} & a_{n2} & \cdots & a_{nn}-\lambda \end{pmatrix}$

By induction I get

(1) for 1x1 it's okay

(2) not look at the (n+1)x(n+1) Matrix:

$ \det(A - \lambda I) = \begin{pmatrix} a_{11}-\lambda & a_{12} & \cdots & a_{1n} & a_{1(n+1)} \\ a_{21} & a_{22}-\lambda & \cdots & a_{2n} & a_{2(n+1)} \\ \cdots & \cdots & \cdots & \cdots & \cdots \\ a_{(n+1)1} & a_{(n+1)2} & \cdots & \cdots & a_{(n+1)(n+1)} -\lambda \end{pmatrix}$

If I now compute along first column for example then I get:

(3) $(a_{11} - \lambda ) \cdot \det \begin{pmatrix} a_{22} - \lambda & \cdots & a_{2 (n+1)} \\ \cdots & \cdots & \cdots \\ a_{(n+1)2} & \cdots & a_{(n+1)(n+1)}- \lambda \end{pmatrix} - (a_{12})\cdot \det \begin{pmatrix} a_{21} & \cdots & a_{2 (n+1)} \\ \cdots & \cdots & \cdots \\ a_{(n+1)1} & \cdots & a_{(n+1)(n+1)}- \lambda \end{pmatrix} + \cdots + (-1)^n \cdot (a_{1(n+1)}) \det \begin{pmatrix} a_{21} - \lambda & \cdots & a_{2n} \\ \cdots & \cdots & \cdots \\ a_{(n+1)1} & \cdots & a_{nn} \end{pmatrix} = (a_{11}-\lambda)\cdot A_{11} - (a_{12})\cdot A_{12} + \cdots + (-1)^n\cdot(a_{1(n+1)})\cdot A_{1(n+1)}$

Okay well, I see that all those matrices $A_{1i}$ are $(n \times n)$ matrices, where I can use the induction step. But how can I prove the formula above with this?!

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My advice would be induction. For a $1\times 1$ matrix, the claim is trivial, then, for a $(n+1)\times(n+1)$ matrix, expand the matrix around its first row or column to get the induction step.