Regular variation of order 1 nonlinear AR-ARCH models
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We prove both geometric ergodicity and regular variation of the stationary distribution for a class of nonlinear stochastic recursions that includes nonlinear AR-ARCH models of order 1. The Lyapounov exponent for the model, the index of regular variation and the spectral measure for the regular variation all are characterized by a simple two-state Markov chain. © 2006 Elsevier Ltd. All rights reserved.
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