SISIR

SISIR is an R package that implements interval fusion and selection procedures for regression with functional inputs. Models include a semiparametric approach based on Sliced Inverse Regression (SIR) and a random forest based approach. A typical use case of SISIR is the search for time intervals in weather time series, during which the value of the weather impacts the most the yield of fields.