Spline-backfitted kernel forecasting for functional-coefficient autoregressive models

Joshua Patrick, Jane Harvill, Justin Sims

We propose three methods for forecasting a time series modeled using a functional coefficient autoregressive model (FCAR) fit via spline-backfitted local linear (SBLL) smoothing. T…