time varying parameters estimation using ssm

1 view (last 30 days)
I am trying to estimate the parameters of the following state space model:
State equation:
x(t)= A*x(t-1) + B*v(t)
Observation equation:
y(t)= C(t)*x(t)+ G(t)*z(t) + D*e(t),
where the errors are independent Gaussian process and z(t) is a vector of exogenous predictors/control vector at time 't'; The elements of A, B and D are known to me. However, the matrices C and G contain the parameters I want to estimate and the parameters repeat in both the matrices. For example,
C= [0 theta(t);alpha(t) 1]
G=[gamma(t) 1 alpha(t) theta(t)]
How do i estimate the parameters using ssm? Kindly get back to me.
Thank you

Answers (0)

Categories

Find more on Risk Management Toolbox in Help Center and File Exchange

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!