DSGE model estimation on base of second order approximation
This article compares properties of different non-linear Kalman filters: well-known Unscented Kalman filter (UKF), Central Difference Kalman Filter (CDKF) and unknown Quadratic Kalman filter (QKF). Small financial DSGE model is repeatedly estimated by maximum quasi-likelihood methods with different filters for data generated by the model. Errors of parameters estimation are measure of filters quality. The result is that QKF has reasonable advantage in quality over CDKF and UKF with some loose in speed.
|Date of creation:||20 Sep 2011|
|Date of revision:||20 Sep 2011|
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- Camilo E Tovar, 2008.
"DSGE models and central banks,"
BIS Working Papers
258, Bank for International Settlements.
- Tovar, Camilo Ernesto, 2009. "DSGE Models and Central Banks," Economics - The Open-Access, Open-Assessment E-Journal, Kiel Institute for the World Economy, vol. 3, pages 1-31.
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