ARIMA i izglađivanje
31 metoda u ovoj obitelji.
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Model ARIMA (Autoregresivni integrirani pokretni prosjek)ARIMA is a univariate time-series forecasting model that combines autoregressive, integrated (differencing), and moving-average components to predict a single continuous series froARIMA model (Autoregressive Integrated Moving Average)The ARIMA(p,d,q) model is the standard workhorse for univariate time series forecasting. It combines autoregressive terms (past values), differencing to induce stationarity, and moModel ARMA (Autoregresivni pokretni prosjek)The ARMA(p,q) model describes a stationary time series as a combination of two components: an autoregressive part that regresses the current value on its own past p values, and a mETS: Eksponencijalno izglađivanje pogreške, trenda i sezonskostiETS is a comprehensive exponential smoothing framework that automatically selects additive or multiplicative combinations of the error (E), trend (T) and seasonal (S) components ofETSformerETSformer is a deep learning architecture for time-series forecasting introduced by Woo et al. in 2022. It integrates classical exponential smoothing principles directly into the TJednostavno i dvostruko eksponencijalno izglađivanje (SES / Holt)Exponential smoothing is a family of basic time-series forecasting models in which each new observation updates a smoothed estimate by a weighting parameter. Simple exponential smo
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Model ARIMA (Autoregresivni integrirani pokretni prosjek)ARIMA model (Autoregressive Integrated Moving Average)Model ARMA (Autoregresivni pokretni prosjek)ETS: Eksponencijalno izglađivanje pogreške, trenda i sezonskostiETSformerJednostavno i dvostruko eksponencijalno izglađivanje (SES / Holt)Fourier ARIMA ModelFourier ARMA modelFourier SARIMA modelTroslojko eksponencijalno izglađivanje Holt-WintersModel pomičnih prosjeka (MA)Analiza snage za multilevel i mješovite modeleNelinearni model ARIMANelinearni model ARMA (NARMA)Nelinearni SARIMA modelModel Panel ARIMAPanel ARMA modelPanel SARIMA modelRobusni ARIMA modelRobusni ARMA modelRobusni SARIMA modelRobusna analiza vremenskih serijaSezonski ARIMA (SARIMA)SARIMA modelSARIMAXModel ARIMA sa strukturnim lomomModel SARIMA sa strukturnim prekidimaModel vremenski promjenjivih parametara ARIMA (TVP-ARIMA)Model ARMA s vremenski promjenjivim parametrima (TVP-ARMA)SARIMA model s vremenski promjenjivim parametrima (TVP-SARIMA)Sezonsko prilagođavanje X-13ARIMA-SEATS