Time Series and Forecasting (imsl.timeseries)

Automatic ARIMA Selection

Functions

auto_arima(tpoints, series, orders[, …]) Identify outliers in a multiplicative seasonal ARIMA model.

GARCH Models

Functions

garch(p, q, series, guess[, max_sigma]) Compute parameter estimates of a GARCH model.