plot.sface: Plot SF-ACE

In TheSFACE: The Subtype Free Average Causal Effect

Plot SF-ACE

Description

this function plots lists of the class "sface"

Usage

## S3 method for class 'sface'
plot(x, ...)

Arguments

x	a list of class "sface", usually the output of the function sface
...	not used

Value

a plot of the estimated SF-ACEs as a function of lambda1, lambda2 or both. The plot is separated into panels based on method and scale, and shows each subtype in a different color.

Examples

A <- rbinom(n = 1000, size = 1, prob = 0.5)
X1 <- rbinom(n = 1000, size = 1, prob = 0.5)
X2 <- rnorm(n = 1000, mean = 0, sd = 1)
y <- sample(c(0,1,2), 1000, replace=TRUE, prob=c(0.8, 0.1, 0.1) )
weight <- runif(n = 1000, 0,1)
df <- data.frame(y, A, X1, X2, weight)

lst <- sface(stand_formula = y ~ A + X1 + X2,
iptw_formula = A ~ X1 + X2,
exposure = "A",
outcome = "y",
df = df,
weight = "weight",
lambda1 = c(0.3, 0.5, 0.7))

plot(lst)

TheSFACE documentation built on June 1, 2022, 5:06 p.m.