Ispline: Ispline

Description Usage Arguments Value References

Description

Generates the I-spline basis matrix associated with integrated spline basis functions. Created by Cai and Wang in October, 2009. Details can be found in Ramsay (1988).

Usage

1

Arguments

x

a vector of observations.

order

the order of the basis functions.

knots

a sequence of increasing points specifying the placement of the knots.

Value

An I-spline basis matrix of dimension c(length(knots)+order-2, length(x)).

References

Ramsay, J. (1988). Monotone regression splines in action. Statistical Science 3, 425-441.


PCDSpline documentation built on May 2, 2019, 5:14 a.m.