Consider the AR(1) state plus noise model discussed in Example 6.6. Implement the algorithm of Storvik (2002)

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Consider the AR(1) state plus noise model discussed in Example 6.6.

Implement the algorithm of Storvik (2002) for ltering with parameter estimation and compare it to other SMC algorithms such as that of Liu and West (2001) and the PL algorithm of Carvalho, Johannes, Lopes, and Polson (2010) discussed in Example 6.6.

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Time Series Modeling Computation And Inference

ISBN: 9781498747028

2nd Edition

Authors: Raquel Prado, Marco A. R. Ferreira, Mike West

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