Media Summary: Seasonality and the SARMA model. Differencing and integration, the ARIMA and SARIMA model. In this video, we illustrate the process of ARIMA modeling from start to finish, with an example. The R code is also discussed. The signal plus colored noise model. Estimation and hypothesis tests for trend via regression with ARMA errors.
Time Series Analysis Chapter 6 - Detailed Analysis & Overview
Seasonality and the SARMA model. Differencing and integration, the ARIMA and SARIMA model. In this video, we illustrate the process of ARIMA modeling from start to finish, with an example. The R code is also discussed. The signal plus colored noise model. Estimation and hypothesis tests for trend via regression with ARMA errors. In this lesson, we go into more detail of the example started in