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Do Markov-switching models capture nonlinearities in the data? tests using nonparametric methods

Breunig, Robert; Pagan, Adrian

Description

Markov-switching models have become popular alternatives to linear autoregressive models. Many papers which estimate nonlinear models make little attempt to demonstrate whether the non-linearities they capture are of interest or if the models differ substantially from the linear option. By simulating the models and nonparametrically estimating functions of the simulated data, we can evaluate if and how the nonlinear and linear models differ.

CollectionsANU Research Publications
Date published: 2003
Type: Journal article
URI: http://hdl.handle.net/1885/40364
http://digitalcollections.anu.edu.au/handle/1885/40364

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