Economics Commons^™

Convergence In Models With Bounded Expected Relative Hazard Rates, Carlos Oyarzun, Johannes Ruf

Carlos Oyarzun

We provide a general framework to study stochastic sequences related to an array of models in different literatures, including models of individual learning in economics, learning automata in computer sciences, social learning in marketing, and many others. In this setup, we study the asymptotic properties of a class of stochastic sequences that take values in [0,1] and satisfy a property that we call “bounded expected relative hazard rates.” We provide sufficient conditions for related sequences, which, compared to the original sequence, either move slowly or slow down over time, that yield con- vergence to one with high probability or almost …