Plot of regression coefficient functions of a scalar-on-function regression model
Plot of regression coefficient functions of a scalar-on-function regression model
This function is used to obtain the plots of regression coefficient functions of a scalar-on-function regression model based on output object obtained from get.sf.coeffs.
plot_sf_coeffs(object, b)
Returns
No return value, called for side effects.
Arguments
object: The output object of get.sf.coeffs.
b: An integer value indicating which regression parameter function to be plotted.
Author(s)
Ufuk Beyaztas and Han Lin Shang
Examples
sim.data <- generate.sf.data(n =400, n.pred =5, n.gp =101)Y <- sim.data$Y
X <- sim.data$X
gp <- rep(list(seq(0,1, length.out =101)),5)# grid points of Xsmodel.fit <- rob.sf.reg(Y, X, emodel ="classical", gp = gp)coefs <- get.sf.coeffs(model.fit)plot_sf_coeffs(object = coefs, b =1)