charlesknipp / StateSpaceInference.jl

Joint parameter and state inference for state space models using Bayesian techniques
MIT License
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Add UC-MA with Stochastic Volatility #4

Open charlesknipp opened 5 months ago

charlesknipp commented 5 months ago

Following (Chan, 2013) I want to add some non-linear models to showcase the capability of this package.

It would be reasonable to start with something easy like a local level model with stochastic volatility and work up to the UC-MA. Although higher order models (n>2) may be difficult to parameterize (see this paper for some inspiration on how to potentially achieve this).