I'm wondering about the appropriate situations to apply Gaussian Mixture Model. Specifically, under what circumstances or for what types of problems would GMM be the most suitable choice?
7 answers
isabella_bailey_economist
Sun Nov 03 2024
It is particularly useful in addressing measurement errors.
Martina
Sun Nov 03 2024
It also provides a robust solution to issues of autocorrelation.
Marco
Sun Nov 03 2024
Momentum constraints are also handled effectively by GMM.
Silvia
Sun Nov 03 2024
The model's performance is enhanced in scenarios involving non-linearities.
NebulaSoul
Sun Nov 03 2024
GMM is beneficial when dealing with heteroscedasticity in the data.