ngr.data.generator.bsplines: Generating random curves from B-Splines

In PFLR: Estimating Penalized Functional Linear Regression

Generating random curves from B-Splines

Description

Generating random curves from B-Splines n,nknots,norder,p,domain=c(0,1),snr,betaind

Usage

ngr.data.generator.bsplines(
  n,
  nknots,
  norder,
  p,
  domain = c(0, 1),
  snr,
  betaind
)

Arguments

n	Number of curves
nknots	Number of knots
norder	Degree
p	Number of time points
domain	Domain of time
snr	Signal to noise ratio
betaind	Numeric index for function

Value

X: The generated X matrix of curve sampled at each timepoint

Y: The generated dependent variable

PFLR documentation built on Sept. 11, 2024, 7:21 p.m.