DSC_plot: Create a Plot for the Target Distribution and Barycenter

In hesyserena/DSC: DSC - Distributional Synthetic Controls

Description

Create a plot for the target distribution (in black) and barycenter (in red).

Usage

DSC_plot(
  evgrid = seq(from = 0, to = 1, length.out = 1001),
  bc,
  target,
  y_name = "y",
  x_name = "x"
)

Arguments

evgrid	a vector of gridpoints used to evaluate quantile functions.
bc	a vector of evaluated barycenter; can be calculated by DSC_bc.
target	a vector of observations.
y_name	a string for the title of the y-axis.
x_name	a string for the title of the x-axis.

Examples

#simulated data from Gaussian mixture
#ex_gmm() calls the simulated data
#detail can be found by ??ex_gmm
#obtaining the optimal weights
DSC_res=DSC_weights(ex_gmm()$control,ex_gmm()$target, M=100)
weights=DSC_res[[1]]
DSC_res2=DSC_bc(ex_gmm()$control,weights,seq(from=0,to=1,length.out=1001))
DSC_plot(bc=DSC_res2[[2]],target=ex_gmm()$target)

hesyserena/DSC documentation built on Dec. 20, 2021, 3:49 p.m.