  We introduce and study the r-Lah distribution whose definition involves
r-Stirling numbers of both kinds. We compute its expectation and variance, show
its log-concavity and prove limit theorems for this distribution. We use these
results to prove threshold phenomena for convex cones generated by random walks
and to analyze the probability of unique recovery of sparse monotone signals
from linear measurements.
