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Introduction to conformalForecast3 days ago
Data simulation | Time series cross-validation | Conformal prediction | The conformal() function | Classical split conformal prediction (SCP) | Adaptive conformal prediction (ACP) | Conformal PID control (PID) | Autocorrelated multistep-ahead conformal prediction (AcMCP) | Updating with new observations | Forecasting with external regressors | Coverage and width of prediction intervals | References
Updating conformal forecasts with new data2 months ago
Introduction | A streaming scenario | Updating as new data arrives | The cost of refitting from scratch | What update() expects | Exogenous regressors | The forward forecast | Summary