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AutoRegressive (AR) model is one of the most popular time series model. In this model, each value is regressed to its previous observations. AR(1) is the first order autoregression meaning that the current value is based on the immediately preceding value.
We can use the arima.sim() function to simulate the AutoRegressive (AR) model.