make_basis_mats: Create a List of Basis Matrices
In profoc: Probabilistic Forecast Combination Using CRPS Learning

make_basis_mats

R Documentation

Create a List of Basis Matrices

Description

This function creates a list of basis matrices and the corresponding parameters. It is used in online() to create the basis matrices for basis smoothing.

Usage

make_basis_mats(
  x,
  n = length(x),
  mu = 0.5,
  sigma = 1,
  nonc = 0,
  tailw = 1,
  deg = 1,
  periodic = FALSE,
  idx = NULL,
  params = NULL
)

Arguments

`x`	The predictor variable
`n`	Number of knots
`mu`	Beta distribution location parameter
`sigma`	Beta distribution scale parameter
`nonc`	Beta distribution noncentrality parameter
`tailw`	Tailweight
`deg`	Degree of splines
`periodic`	Create periodic basis
`idx`	`make_basis_mats()` will create a grid containing all combinations of the parameters. If idx is set, this grid will be subsetted to the rows specified by idx.
`params`	Instead of the arguments above, a grid (data.frame or named matrix) of parameters can be passed directly.