numericBasis_series-class: Linear combination of a sequence of basis functions...
In MECfda: Scalar-on-Function Regression with Measurement Error Correction

numericBasis_series-class

R Documentation

Linear combination of a sequence of basis functions represented numerically

Description

A linear combination of basis function \{\rho_k\}_{k=1}^p,

\sum_{k=1}^p c_k \rho_k(t).

Slots

coef: linear coefficient \{c_k\}_{k=1}^p.
numeric_basis: \{\rho_k\}_{k=1}^p represented by a numeric_basis object. See numeric_basis.

Author(s)

Heyang Ji

Examples

t_0 = 0
period = 1
t_points = seq(0.05,0.95,length.out = 19)
nb = numeric_basis(
  basis_function = cbind(1,cos(t_points),sin(t_points)),
  t_points       = t_points,
  t_0            = t_0,
  period         = period
)
ns = numericBasis_series(coef = c(0.8,1.2,1.6),numeric_basis = nb)

MECfda documentation built on April 3, 2025, 10:07 p.m.