timeseries-analysis
timeseries-analysis
timeseries-analysis
Univariate ARIMA model
ARIMA, SARIMA, SARIMAX and AutoARIMA models for time series analysis and forecasting
Reads data from AcuRite weather stations
timeseries-transform
Time-series processing for forex, market analysis, including MA, EMA,...
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Compute the root mean squared error (RMSE) incrementally.
Compute the residual sum of squares (RSS) incrementally.
Compute a moving mean error (ME) incrementally.
Compute a moving mean percentage error (MPE) incrementally.
Compute a moving mean squared error (MSE) incrementally.
Compute the mean percentage error (MPE) incrementally.
Compute a moving root mean squared error (RMSE) incrementally.
Compute a moving residual sum of squares (RSS) incrementally.
Compute the mean squared error (MSE) incrementally.
Compute the mean arctangent absolute percentage error (MAAPE) incrementally.
Compute the mean absolute error (MAE) incrementally.
Compute the mean absolute percentage error (MAPE) incrementally.
Compute the mean directional accuracy (MDA) incrementally.