Need to update the generate_model_data function so that it complies more closely with how the data are generated in the Bayesian analysis. In particular need to change time process from something that is linear in time to one that is a RW of order 1, and need to add a normal random variable to the logp so that we can vary mu0, zeta, and sigma which correspond with the parameters fitted by the model.
Need to update the
generate_model_data
function so that it complies more closely with how the data are generated in the Bayesian analysis. In particular need to change time process from something that is linear in time to one that is a RW of order 1, and need to add a normal random variable to thelogp
so that we can varymu0
,zeta
, andsigma
which correspond with the parameters fitted by the model.