$x_1,x_2,...,x_n \sim \exp(\mu=1)$ where $x_i$ are independently identically distributed. What is the distribution of $z_n = max(x_1,x_2,...,x_n)-\ln(n)$? Below is my work , I am uncertain whether it is correct or not.
$$F(x) = P(X\leq x) = 1-\exp(-x)$$
$$\begin{align}P(z_n\leq\delta) &= P(max(x_1,x_2,...,x_n)-\ln(n)\leq\delta)\\ &=\prod_{i=1}^{n} P(x-\ln(n)\leq\delta) = \prod_{i=1}^{n}P(x\leq\delta+\ln(n))\\ &= F(\delta+\ln(n))^n = [1-\exp(-\delta-\ln(n))]^n = [1-\exp(-\delta)/n]^n\end{align}$$