API reference

Classes

ADAM([model, lags, ar_order, i_order, ...])

ADAM: Augmented Dynamic Adaptive Model for Time Series Forecasting.

AutoADAM([model, lags, ar_order, i_order, ...])

Automatic ADAM model selection.

ES([model, lags, persistence, phi, initial, ...])

Exponential Smoothing in Single Source of Error (SSOE) state space model.

MSARIMA([orders, lags, ar_order, i_order, ...])

Multiple Seasonal ARIMA in Single Source of Error state space form.

AutoMSARIMA([lags, ar_order, i_order, ...])

Automatic Multiple Seasonal ARIMA with order selection.

Functions

msdecompose(y[, lags, type, smoother])

Multiple seasonal decomposition of time series with multiple frequencies.

lowess(x[, y, f, iter, delta])

LOWESS smoother that exactly matches R's stats::lowess function.