wlate1: Target weight for LATE

In jkcshea/ivmte: Instrumental Variables: Extrapolation by Marginal Treatment Effects

Target weight for LATE

Description

Function generates the target weight for the LATE, conditioned on a specific value of the covariates.

Usage

wlate1(data, from, to, Z, model, X, eval.X)

Arguments

data	data.frame on which the estimation is performed.
from	Vector of baseline values for the instruments.
to	Vector of comparison values for the instruments.
Z	Character vector of names of instruments.
model	A lm or glm object, or a data.frame, which can be used to estimate the propensity to take up treatment for the specified values of the instruments.
X	Character vector of variable names for the non-excluded variables the user wishes to condition the LATE on.
eval.X	Vector of values the user wishes to condition the X variables on.

Value

The bounds of integration over unobservable u, as well as the multiplier in the weight.

jkcshea/ivmte documentation built on Aug. 31, 2024, 6:44 p.m.