(2) The growth behavior of the process in the case of non-extinction. These will be addresses in some detail, basic tools being probability generation functions and martingale theory. More advanced ...

exponential martingales, stopping theorem, applications to random walks; Poisson processes: counting processes, definition as counting process with independent and stationary increments, compensated ...