On Stationary Distributions of a Stochastic Random Difference Equation

In this paper, it is shown that an arbitrary scale mixture of normal laws can be a stationary distribution of the stochastic random difference equation (first order autoregressive scheme). An example is presented of what the (random) diffusion coefficient should look like in order for a specific mixture to be a stationary distribution.