portfolio optimization using higher moments
Alexander Moreno wrote:
Is there any R canned package which will optimize a portfolio using all four moments? Or are LPM, CVaR, and VaR optimization the best one can do in R ( i.e. no Kurtosis)?
There are multiple different methods which have been proposed for optimizing a portfolio using higher moments. Unfortunately, most of them are not amenable to an analytical solution, so you are down to some sort of sampling method, possibly with hill climbing, or brute force with a large number of processors. Is there a particular paper that you are trying to replicate? This is one of my current areas of research. I would be interested in collaborating if you are also working on this. Regards, - Brian