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18-01-2010
SPV January 2010 - Prepayment Modelling for Interest Only Bonds

In the theme of this release we address the subject of prepayment modelling for interest only bonds. Since a current assessment of the distribution of Danish mortgage bonds shows that approximately 47% of the bonds have delayed amortization, this is a highly relevant topic. We introduce and analyse a variety of models and examine their performance. Through the whole chapter performance is measured by the difference between the estimated and actual prepayment rates.

Our first analysis shows that the DMBS model performs equally well for bonds with and without interest only periods. The same conclusion is reached if we extend the estimation sample with 55 interest only bonds and re-estimate the DMBS model. In the next analysis we include a dummy variable for delayed amortization in the prepayment function. We term the resulting model DMBSext. Comparing this model to the DMBS model, we conclude that the DMBSext model performs marginally better than the DMBS model for the interest only bonds, while the two models perform equally well for the remaining bonds. A similar conclusion is reached if we replace the maturity variable with a non-callable duration instead of extending the prepayment function with an extra variable.

Even though our findings indicate that it is possible to handle interest only bonds properly in our current DMBS set-up making only a few corrections, a preliminary analysis of including interest only bonds in the estimation of the M1 model shows that this leads to significant changes in the parameters. Most likely this is due to a different gain level in this model compared to DMBS which occurs because the gains used in the M1 model are calculated directly on the swap curve, i.e. with no spread added. Consequently we have chosen not to make any changes to the estimation samples or the prepayment functions in this release. Instead we will strive to come up with a more solid solution before the next release.

Another interesting topic of this release is found in the ‘Results’ chapter, where a section concerning the preliminary redemption model has been added. We have added this section because the single parameter of the recommended model (1Y) has changed significantly in connection with this quarters re-estimation. Therefore, we give a short introduction to the model set-up and try to assess the effects from the parameter change by visual inspection of the old (09Q4_1Y) and new (10Q1_1Y) models. Moreover, to better illustrate the effect on the estimated prepayment rates and option adjusted key figures we perform calculations for a single bond.


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[arr4down.gif] DateHeader
SPV
16-07-2010 SPV July 2010 - Analysis of Option Adjusted Spreads
16-04-2010 SPV April 2010 - The Preliminary Redemption Model
18-01-2010 SPV January 2010 - Prepayment Modelling for Interest Only Bonds
16-10-2009 SPV October 2009 - Dividing Mortgage Loans by Bond Type
17-07-2009 SPV July 2009 - Revision of the Prepayment Model for Bonds with Semi-Annual Payments
21-04-2009 SPV April 2009 - Spread Models
19-01-2009 SPV January 2009 - Analysis of Prepayment Function Specifications
20-10-2008 Themes in SPV
20-10-2008 SPV October 2008 - Mean Reverting Loan Yield Spreads
18-07-2008 SPV July 2008 - Selecting Data for Estimation of Danish Yield Curves
21-04-2008 SPV April 2008 - Prepayment Modelling for Newly Opened Series
21-01-2008 SPV January 2008 - A Prepayment Model for Bonds with No Debtor Information
22-10-2007 SPV October 2007 - The Preliminary Redemption Model
23-07-2007 SPV July 2007 - ASW and OAS - Close, But Not Equal
20-04-2007 SPV April 2007 - Calibrating Libor Market Models
26-01-2007 SPV January 2007 - Group level prepayment rates
23-10-2006 SPV October 2006 - The preliminary redemption model
17-07-2006 SPV July 2006 - Prepayment and performance attribution
25-04-2006 Quarterly Update of the SPV Service - Second Quarter 2006
23-01-2006 Quarterly Update of the SPV Service - First Quarter 2006
24-10-2005 Quarterly Update of the SPV Service - Fourth Quarter 2005
22-07-2005 Quarterly Update of the SPV Service - Third Quarter 2005
31-01-2005 Quarterly Update of the SPV Service - First Quarter 2005
19-07-2004 Quarterly Update of the SPV Service - Third Quarter 2004
23-04-2004 Quarterly Update of the SPV Service - Second Quarter 2004
20-01-2004 Quarterly Update of the SPV Service - First Quarter 2004
25-10-2003 Quarterly Update of the SPV Service - Fourth Quarter 2003
21-07-2003 Quarterly Update of the SPV Service - Third Quarter 2003
15-04-2003 Quarterly Update of the SPV Service - Second Quarter 2003
22-01-2003 Quarterly Update of the SPV Service - First Quarter 2003
16-01-2003 Using the first year saving to forecast prepayments.
21-10-2002 Quarterly Update of the SPV Service - Fourth Quarter 2002
26-07-2002 Quarterly Update of the SPV Service - Third Quarter 2002
29-05-2002 Quarterly Update of the SPV Service - Second Quarter 2002
04-05-2002 Quarterly Update of the SPV Service - First Quarter 2002
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