The CDC Ensemble from the CDC FluSight Challenge includes all available flu forecasts for the state of California. CDPH Models. These forecasts consist of four time series forecast approaches: Autoregressive integrated moving average (ARIMA): uses a weighted linear sum of recent past observations or lags.