Page Index - RebeccaSalles/TSPred GitHub Wiki
32 page(s) in this GitHub Wiki:
- Home
- TSPred Package for R : Framework for Nonstationary Time Series Prediction
- Usage:
- ARIMA model prediction application using TSPred
- Definition of components/steps of a time series prediction process in TSPred
- MLM prediction application using TSPred
- A user-defined MLM using TSPred
- Other relevant functions:
- Nonstationarity treatment:
- Fittest linear models:
- Automatic preprocessing/decomposition and prediction:
- Package architecture: TSPred Architecture
- Empirical results: Some empirical results of TSPred
- Developed works enabled by TSPred:
- Experimental Review of Nonstationary Time Series Transformation Methods (Knowledge-Based Systems 2019):
- Benchmarking machine learning methods using linear models for univariate time series prediction (IJCNN 2017):
- CATS
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- empirical_results
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- EUNITE
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- Ipea
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- NN3 NN5
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- nonstationary review
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- SantaFe
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- software_architecture
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