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dynamic equicorrelation

PostPosted: Fri Sep 11, 2009 5:23 pm
by Anja
Hi,
Has anyone implemented the DECO model of Engle and Kelly(2012), "Dynamic Equicorrelation", JBES, vol 30, no 2, 212-228.

Thank you

Re: dynamic equicorrelation

PostPosted: Wed Feb 10, 2010 1:21 pm
by TomDoan
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

Re: dynamic equicorrelation

PostPosted: Wed Nov 21, 2012 9:24 am
by xray
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!

Re: dynamic equicorrelation

PostPosted: Fri Nov 23, 2012 7:09 am
by xray
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!

Re: dynamic equicorrelation

PostPosted: Wed Nov 28, 2012 1:27 pm
by TomDoan
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.

Re: dynamic equicorrelation

PostPosted: Wed Nov 28, 2012 1:35 pm
by TomDoan
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.

Re: dynamic equicorrelation

PostPosted: Thu Nov 29, 2012 6:31 am
by xray
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

Re: dynamic equicorrelation

PostPosted: Thu Nov 29, 2012 10:24 am
by TomDoan
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.