Outlier Detection in Beta Autoregressive Moving Average Model
The beta autoregressive moving average (βARMA) models are a dynamic model based on beta regression, used to model time series that take values in the interval (0, 1) and exhibit serial dependence. However, the presence of outliers can affect parameter estimation and the quality of predictions. Effective detection of th...