Time series forecasting
19 methods in the atlas attack this one problem. They are rivals: each wins something the others do not.
Phrasings that mean this problem
Trend smoothingShort-term forecastingTrending forecastsSeasonal forecastingUnivariate forecastingForecasting with covariatesAutomated forecastingBusiness forecastingSparse-demand forecastingMultivariate forecastingProbabilistic forecastingMulti-horizon forecastingSequence forecastingForecasting baselineLong-seasonality forecastingStreaming trend estimation
time-series
- Moving averageSliding windowcanontime-series
- Exponential smoothingGeometric decay weightscanontime-series
- Holt linear trendLevel plus trend smoothingstandardtime-series
- Holt-WintersTriple seasonal smoothingcanontime-series
- SARIMASeasonal differencingstandardtime-series
- ARIMABox-Jenkins identificationcanontime-series
- Theta methodDecomposition-recombinationspecialisttime-series
- N-BEATSBasis-expansion blocksspecialisttime-series
- ARIMAXExogenous regressorsspecialisttime-series
- Auto-ARIMAStepwise order searchstandardtime-series
- ProphetAdditive trend-seasonality-holidaystandardtime-series
- Croston's methodIntermittent-demand smoothingspecialisttime-series
- Vector autoregressionstandalonestandardtime-series
- DeepARAutoregressive RNN likelihoodstandardtime-series
- Temporal fusion transformerVariable-selection attentionspecialisttime-series
- Temporal convolutional networkDilated causal convolutionsspecialisttime-series
- Exponential weighted moving averagestandalonecanontime-series
- Seasonal naive forecaststandalonecanontime-series
- Fourier seasonality featuresHarmonic regressorsspecialisttime-series