Select Intervals Suited for Functional Regression
Description
Interval fusion and selection procedures for regression with
functional inputs. Methods include a semiparametric approach based
on Sliced Inverse Regression (SIR), as described in
(standard ridge and sparse SIR are
also included in the package) and a random forest based approach,
as described in .