Multivariate Volatility Modeling

Multivariate Volatility Models comparison

N.F. Katzke
2025-10-13

Volatility Modeling

In this practical, we look at volatility models from the Multivariate perspective.

In particular, this allows us to estimate time-varying conditional correlation estimates.

The benefit of this, above ordinary rolling correlation structures, is that it is a noise-reduced comovement estimate. See practical for details on this:

Citation

For attribution, please cite this work as

Katzke (2025, Oct. 13). Financial Econometrics Course: Multivariate Volatility Modeling. Retrieved from https://www.fmx.nfkatzke.com/posts/2020-08-17-practical-7/

BibTeX citation

@misc{katzke2025multivariate,
  author = {Katzke, N.F.},
  title = {Financial Econometrics Course: Multivariate Volatility Modeling},
  url = {https://www.fmx.nfkatzke.com/posts/2020-08-17-practical-7/},
  year = {2025}
}