SplineBasis class.

Usage

splineBasis(type = "bspline", x, breaks, rangeval, norder = 3, lambda = 0.1, tol = 1e-16, 
  first = 0, last = 0)

SplineBasis(...)

getSplineDesign(bs, x, all = TRUE)

fitSplineBasis(bs, x, y)

Arguments

type

Type of spline basis: 'bspline', 'mspline' or 'ispline'. The default value is 'bspline'.

x

Numeric vector of data points.

breaks

Break points. Include the boundary knots; ordered.

rangeval

The range of data points (minimum and maximum values). Must include the break points.

norder

The order of the basis functions. The cubic spline basis has the order 4. The default value: 3.

lambda

Smoothing parameter for quadratic solver when performing fitting with restriction conditions.

tol

Tolerance value for stopping criteria in iterative procedures.

first

The number of first basis functions to be omitted. Supported values: 0 or 1. The default value is 0.

last

The number of last basis functions to be omitted. Supported values: 0 or 1. The default value is 0.

...

Parameters of constructor.

all

Logical whther include all basis functions.

bs

An object of class SplineBasis.

y

Numeric vector of data points (respone).