DCC Flashcards
DCC models are based on the idea of…
…modelling volatilities and correlations separately
DCC models require….
… a number of ‘hacks’ to get the model to behave in the ‘correct’ way.
DCC Hack 1
Problem: need to make sure that Rt has correct specification for each period t.
Solution: use a pseudo-correlation matrix Q
DCC Hack 2
Problem: need to keep the number of parameters small
Solution: model Q using a GARCH-type equation
DCC Hack 3
Problem: by now I have given up on pretending I understand what all these problems are.
Solution: use correlation-targeting to get rid of one of the matrices.
Which matrix? Fuck knows.
Re-writing the GARCH-DCC model as a factor model
use black magick
DCC model: criticisms
still difficult with many variables