In reply to A5kar.

Short answer: I don't know. I suppose I would (1) simulate a Brownian bridge many times, (2) compute K = max abs value for each bridge, and (3) use the distribution of K to test my null hypothesis. You will have to figure out how to choose the variance for the Brownian bridge and the final time, T, for the bridge.