Persistence probabilities concern how likely a stochastic process has a long excursion above a fixed level and of what are the relevant scenarios for this behavior. I will first present a result on the power law of the persistence probability for iterative sums of general random variables under second moment assumptions. Then, I will discuss an ongoing work dealing with auto-regression process...