Positive Multiplications in Difference Equations

We study generalizations of three-term recurrence relations with respect to positivity and what amounts to a boundary for the corresponding Markov chains. We show that an eventual "linearization" property often holds. We also obtain limit ratio theorems for many of the random walks/Markov chains.