get_pseudo_outcome: get_pseudo_outcome

In matteobonvini/drl.cate: What the Package Does (One Line, Title Case)

get_pseudo_outcome

Description

This function calculates the pseudo-outcomes depending on the estimand

Usage

get_pseudo_outcome(
  y,
  a,
  x,
  v1,
  v2,
  mu0.x,
  mu1.x,
  pi.x,
  cond.dens,
  cate.w,
  nsplits = 1
)

Arguments

y	outcome
a	treatment
x	confounders
v1	effect modifiers 1
v2	effect modifiers 2
cond.dens	function for the conditional density of any of random variable in v1 given all variables in v2
cate.w	function for fitting E(tau(X) | v2)
nsplits	number of splints
mu0x	function for fitting mu0
mu1x	function for fitting mu1
pix	function for fitting propensity score

Value

a list containing the pseudo outcomes

matteobonvini/drl.cate documentation built on Nov. 10, 2024, 12:20 a.m.