tsls: TSLS weights, with controls

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

TSLS weights, with controls

Description

Function generating the S-weights for TSLS estimand, with controls.

Usage

tsls(X, Z, Z0, Z1, components, treat, order = NULL)

Arguments

X	Matrix of covariates, including the treatment indicator.
Z	Matrix of instruments.
Z0	Matrix of instruments, fixing treatment to 0.
Z1	Matrix of instruments, fixing treatment to 1.
components	Vector of variable names of which user wants the S-weights for.
treat	Variable name for the treatment indicator.
order	integer, default set to NULL. This is simply an index of which IV-like specification the estimate corresponds to.

Value

A list of two vectors: one is the weight for D = 0, the other is the weight for D = 1.

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