simulating a local-linear-trend process directly
Posted: Wed Nov 17, 2010 10:09 am
Hi,
How do you simulate a local-linear-trend process directly? To be explicit, can you simulate y where
y = y(-1) + mu + x
x = rho*x(-1) + e
without resorting to writing the model as
z =mu + x
x = rho*x(-1) + e
and cumulating simulated z to obtain a simulated y?
If you run the attached program (with the _steadystate.m file), simulated y makes no sense (given the trend and variance, it should be a straight line).
The reason I ask is that I am estimating a much bigger model that includes several unit root variables as observables, and simulating these observables
directly in levels by running stoch-simul on a calibrated version seems to produce nonsensical results.
Thanks for your reply.
Pierre
How do you simulate a local-linear-trend process directly? To be explicit, can you simulate y where
y = y(-1) + mu + x
x = rho*x(-1) + e
without resorting to writing the model as
z =mu + x
x = rho*x(-1) + e
and cumulating simulated z to obtain a simulated y?
If you run the attached program (with the _steadystate.m file), simulated y makes no sense (given the trend and variance, it should be a straight line).
The reason I ask is that I am estimating a much bigger model that includes several unit root variables as observables, and simulating these observables
directly in levels by running stoch-simul on a calibrated version seems to produce nonsensical results.
Thanks for your reply.
Pierre