Polynomial {assist}R Documentation

Calculate Reproducing Kernels for Polynomial Splines on [0, 1]

Description

Return a matrix evaluating reproducing kernels for polynomial splines at observed points.

Usage

linear(s, t=s)
cubic(s, t=s)
quintic(s, t=s)
septic(s, t=s)

Arguments

s

a vector of values in [0, 1], at which the kernels are evaluated.

t

an optional vector in [0, 1]. Default is the same as s.

Details

The reproducing kernels implemented in these functions are based on Bernoulli functions with domain [0, 1].

Value

a matrix with the numbers of row and column equal to the lengths of s and t respectively. The [i, j] element is the reproducing kernel of linear, cubic, quintic, or septic spline evaluated at (s[i], t[j]).

Author(s)

Chunlei Ke chunlei\_ke@pstat.ucsb.edu and Yuedong Wang yuedong@pstat.ucsb.edu

References

Wahba, G. (1990). Spline Models for Observational Data. SIAM, Vol. 59.

See Also

ssr, linear2, cubic2, quintic2, septic2

Examples

## Not run: 
x<-seq(0, 1, len=10)
cubic(x)

## End(Not run)

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