Box-counting dimension and differentiability of box-like statistically self-affine functions

We consider a class of “box-like” statistically self-affine functions, and compute the almost-sure box-counting dimension their graphs. Furthermore, we differentiability our prove that, depending on an explicitly computable functional model, they are almost surely either differentiable everywhere or non-differentiable everywhere.