My understanding is 'no', a stationary process does not imply a normal distribution of the data. However I haven't found a clear indication in my library or online. I am interested in other resources comparing stationary and heteroscedastic processes to data distributions.
I understand a stationary process joint probability distribution does not change over time. But does it necessarily mean that the shape of the distribution is normal?