First moment method

For a nonnegative integer-valued random variable $N$, Markov inequality givesConsequently, $\mathbb{E}N<1$ proves that some outcome has $N=0$, while $\mathbb{E}N\to 0$ shows that $N=0$ with probability tending to one.