Notes on the sum and maximum of independent exponentially distributed random variables with different scale parameters

Understand

We consider the distribution of the sum and the maximum of a collection of independent exponentially distributed random variables.

• The focus is laid on the explicit form of the density functions (pdf) of non-i.i.d.
• sequences.
• Those are recovered in a simple and direct way based on conditioning.