Time Series Analysis, Gans, Data Generation.
yesterday’s observation with noise. Many time series in practice follow this behaviour, with stock prices and inflation rates being two examples. When it comes to generating synthetic samples from it, we found the PAR model to be quite performant. In the above example we see that the synthetic