Returns to the origin of the Pólya walk with stochastic resetting

We consider the simple random walk (or Pólya walk) on the one-dimensional lattice subject to stochastic resetting to the origin with probability $r$ at each time step. The focus is on the joint statistics of the numbers ${\mathcal{N}}_t^{\times }$ of spontaneous returns of the walker to the origin and ${\mathcal{N}}_t^{\bullet }$ of resetting events up to some observation time $t$. These numbers are extensive in time in a strong sense: all their joint cumulants grow linearly in $t$, with explicitly computable amplitudes, and their fluctuations are described by a smooth bivariate large deviation function. A non-trivial crossover phenomenon takes place in the regime of weak resetting and late times. Remarkably, the time intervals between spontaneous returns to the origin of the reset random walk form a renewal process described in terms of a single dressed' probability distribution. These time intervals are probabilistic copies of the first one, the dressed’ first-passage time. The present work follows a broader study, covered in a companion paper, on general nested renewal processes.