  In this paper we suggest two continuous-time models which exhibit an
autoregressive structure. We obtain existence and uniqueness results and study
the structure of the solution processes. One of the models, which corresponds
to general stochastic delay differential equations, will be given particular
attention. We use the obtained results to link the introduced processes to both
discrete-time and continuous-time ARMA processes.
