subclassify: Compute subclassification ATT and ATE

In apoorvalal/LalRUtils: Lal's utility scripts for personal use

Compute subclassification ATT and ATE

Description

Compute subclassification ATT and ATE

Usage

subclassify(df, x, y = "re78", w = "treat", debug = F)

Arguments

df	data.table
x	character vector of discrete covariates
y	outcome
w	treatment
debug	boolean to return strata-specific estimates

Value

list with ATE and ATT estimate in est and strata level averages in table

Examples

data(lalonde.psid); setDT(lalonde.psid)
subclassify(lalonde.psid,
  x = c("u74", "u75"),
  y = "re78", w = "treat"
)
subclassify(lalonde.psid,
  x = c("married", "black", "hispanic", "u74", "u75"),
  y = "re78", w = "treat"
)

apoorvalal/LalRUtils documentation built on Sept. 22, 2023, 5:53 p.m.