I read in the following notes (http://www2.econ.iastate.edu/classes/econ672/Falk/_notes/lecture_4_martingales.pdf, p.2) that "a random walk is a martingale."
Although it seems logical with the used definitions, I am wondering if this statement is universal or if it depends on extra assumptions about the stochastic process.