(Not an answer; rather an example.) Here is a random walk with random $\pm 1$ $xy$-steps with equal probability (you didn't specify details), for $n=10^4$ steps, and its convex hull. <br /> ![RandWalk10K][1]<br /> And here is the very same random walk extended to $n=10^5$ steps: <br /> ![RandWalk100K][2] [1]: https://i.sstatic.net/j4LtC.jpg [2]: https://i.sstatic.net/6yYAp.jpg