A modern presentation of the ''Lyapunov function'' method applied to near-critical stochastic systems exemplified by non-homogeneous random walks. Aimed at researchers and research students in probability theory or a neighbouring field the material will be accessible to anyone with some familiarity with the theory of Markov chains and discrete-time martingales.
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