How to "properly" handle incorrect values in a random walk?
A random walk $(X_i)$ can't become negative if there are no positive-probability transitions to negative values. One condition that causes it to stay finite with probability&nbsp;$1$ is that, for all large enough $n$, $\mathbb{E}(X_{i+1}|X_i=n)&lt;n$.