dynamic equicorrelation

Discussions of ARCH, GARCH, and related models

dynamic equicorrelation

Postby Anja » Fri Sep 11, 2009 5:23 pm

Hi,
Has anyone implemented the DECO model of Engle and Kelly(2012), "Dynamic Equicorrelation", JBES, vol 30, no 2, 212-228.

Thank you
Anja
 
Posts: 9
Joined: Tue Aug 12, 2008 10:44 am

Re: dynamic equicorrelation

Postby TomDoan » Wed Feb 10, 2010 1:21 pm

This uses one of the standard RATS example data files. (Not a great choice for the technique, since the Canadian exchange rate has a low correlation with the others).

garchdeco.rpf
Program file
(2.54 KiB) Downloaded 51 times

g10xrate.xls
Data file
(1.2 MiB) Downloaded 39 times
TomDoan
 
Posts: 2720
Joined: Wed Nov 01, 2006 5:36 pm

Re: dynamic equicorrelation

Postby xray » Wed Nov 21, 2012 9:24 am

Hi,

Is it possible to form the minimum variance and global minimum variance portfolios as done in the DECO paper (http://papers.ssrn.com/sol3/papers.cfm? ... id=1354525) using matrix algebra in RATS?

Thanks!
xray
 
Posts: 3
Joined: Wed Nov 21, 2012 4:46 am

Re: dynamic equicorrelation

Postby xray » Fri Nov 23, 2012 7:09 am

Hi all,


Does anybody know how to even output the covaraince matrix? I assume its the same as for the DCC model is anyone knows that?

Thanks!
xray
 
Posts: 3
Joined: Wed Nov 21, 2012 4:46 am

Re: dynamic equicorrelation

Postby TomDoan » Wed Nov 28, 2012 1:27 pm

xray wrote:Hi all,

Does anybody know how to even output the covaraince matrix? I assume its the same as for the DCC model is anyone knows that?

Thanks!


The version of this just posted now computes the covariance matrices as the SERIES[SYMMETRIC] called HH.
TomDoan
 
Posts: 2720
Joined: Wed Nov 01, 2006 5:36 pm

Re: dynamic equicorrelation

Postby TomDoan » Wed Nov 28, 2012 1:35 pm

xray wrote:Hi,

Is it possible to form the minimum variance and global minimum variance portfolios as done in the DECO paper (http://papers.ssrn.com/sol3/papers.cfm? ... id=1354525) using matrix algebra in RATS?

Thanks!


Their process would take a lot of programming. Calculating the portfolios is simple given the covariance matrices. However, in order to avoid biasing the results, they run rolling estimates, but in order to avoid the cost of running too many optimization problems, they re-estimate only once in 22 periods, and do a sequence of 22 one-step predictions, using the last set of estimates. They also cut out the description of how to forecast the "rho" out-of-sample from an earlier working paper. It isn't analytical and they gave two different expressions, so it's not clear which they recommend.
TomDoan
 
Posts: 2720
Joined: Wed Nov 01, 2006 5:36 pm

Re: dynamic equicorrelation

Postby xray » Thu Nov 29, 2012 6:31 am

TomDoan wrote:

The version of this just posted now computes the covariance matrices as the SERIES[SYMMETRIC] called HH.


Thanks.

Is it possible to display this in the matrix form

HH =
hh11............hh1,8
...................
...................
hh1,8...........hh8,8

The print and display commands don't seem to work
xray
 
Posts: 3
Joined: Wed Nov 21, 2012 4:46 am

Re: dynamic equicorrelation

Postby TomDoan » Thu Nov 29, 2012 10:24 am

There is one HH matrix per time period. You can do

DISPLAY HH(100)

to get the HH matrix at T=100, and the same for any other data point.
TomDoan
 
Posts: 2720
Joined: Wed Nov 01, 2006 5:36 pm


Return to ARCH and GARCH Models

Who is online

Users browsing this forum: No registered users and 1 guest