[R-SIG-Finance] Copula and Portfolio
Guy Yollin
gyollin at r-programming.org
Thu Jun 9 19:12:28 CEST 2011
Hi Jan,
A very good resource for learning about copulas in R is the paper "Enjoy
the Joy of Copulas: With a Package copula" by Jun Yan. It was published
in the Journal of Statistical Software in 2007 and is available here:
http://www.jstatsoft.org/v21/i04/paper
Working through the examples in this paper will be very informative.
Also the nice thing about the copula package is that it is able to fit
copulas of more the 2 dimensions which allows you to solve real-world
problems compared to other copula packages that only fit 2-dimensional
copulas. Another feature of this package is the capability to create a
multivariate distribution object from the fitted copula (mvdc) and
simulate from the multivariate distribution (rmvdc).
There are a number of tools for performing portfolio optimization with
R. Without being self-serving, perhaps a good overview is provided in
this presentation for R/Finance 2009:
http://www.rinfinance.com/RinFinance2009/presentations/yollin_slides.pdf
There are also a number of discussions on using portfolio.optim from the
tseries package on this board which may be a good way to get started.
Best,
Guy
On 6/9/2011 7:36 AM, babel at centrum.sk wrote:
> Dear users
>
> Can you please advice some books that deals with Portfolio optimalization and copula models with R examples? Thank you
>
> Jan
>
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