Functions for Benchmarking Time Series Prediction

arimainterp | Interpolation of unknown values using automatic ARIMA fitting... |

arimapar | Get ARIMA model parameters. |

arimaparameters | Get ARIMA model parameters |

arimapred | Automatic ARIMA fitting and prediction |

BCT | Box Cox Transformation |

CATS | Time series of the CATS Competition |

CATS.cont | Continuation dataset of the time series of the CATS... |

detrend | Detrending Transformation |

DIF | Differencing Transformation |

EUNITE.Loads | Electrical loads of the EUNITE Competition |

EUNITE.Loads.cont | Continuation dataset of the electrical loads of the EUNITE... |

EUNITE.Reg | Electrical loads regressors of the EUNITE Competition |

EUNITE.Reg.cont | Continuation dataset of the electrical loads regressors of... |

EUNITE.Temp | Temperatures of the EUNITE Competition |

EUNITE.Temp.cont | Continuation dataset of the temperatures of the EUNITE... |

fittestArima | Automatic ARIMA fitting, prediction and accuracy evaluation |

fittestArimaKF | Automatic ARIMA fitting and prediction with Kalman filter |

fittestEMD | Automatic prediction with empirical mode decomposition |

fittestLM | Automatically finding fittest linear model for prediction |

fittestMAS | Automatic prediction with moving average smoothing |

fittestPolyR | Automatic fitting and prediction of polynomial regression |

fittestPolyRKF | Automatic fitting and prediction of polynomial regression... |

fittestWavelet | Automatic prediction with wavelet transform |

ipeadata_d | The Ipea Most Requested Dataset (daily) |

ipeadata_m | The Ipea Most Requested Dataset (monthly) |

LT | Logarithmic Transformation |

MAPE | MAPE error of prediction |

marimapar | Get parameters of multiple ARIMA models. |

marimapred | Multiple time series automatic ARIMA fitting and prediction |

MAS | Moving average smoothing |

MAXError | Maximal error of prediction |

MSE | MSE error of prediction |

NMSE | NMSE error of prediction |

NN3.A | Dataset A of the NN3 Competition |

NN3.A.cont | Continuation dataset of the Dataset A of the NN3 Competition |

NN5.A | Dataset A of the NN5 Competition |

NN5.A.cont | Continuation dataset of the Dataset A of the NN5 Competition |

PCT | Percentage Change Transformation |

plotarimapred | Plot ARIMA predictions against actual values |

SantaFe.A | Time series A of the Santa Fe Time Series Competition |

SantaFe.A.cont | Continuation dataset of the time series A of the Santa Fe... |

SantaFe.D | Time series D of the Santa Fe Time Series Competition |

SantaFe.D.cont | Continuation dataset of the time series D of the Santa Fe... |

slidingWindows | Generating sliding windows of data |

sMAPE | sMAPE error of prediction |

TSPred-deprecated | Deprecated Functions in Package TSPred |

TSPred-internal | Internal TSPred Functions |

TSPred-package | Functions for Benchmarking Time Series Prediction |

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