instr_vars: Compute ITT, CACE and ATT from Instrument Variables

In FrankLef/fciR: Data and functions used with Fundamentals of Causal Inference by Babette Brumback

Compute ITT, CACE and ATT from Instrument Variables

Description

Compute ITT, CACE and ATT from instrument variables.

Usage

instr_vars(
  data,
  formula,
  exposure.name,
  instrument.name,
  tol = .Machine$double.eps^0.5
)

iv.r(
  data,
  formula,
  exposure.name,
  instrument.name,
  tol = .Machine$double.eps^0.5
)

Arguments

data	Dataframe of raw data.
formula	Formula representing the model.
exposure.name	Name of exposure variable.
instrument.name	Name of instrument variable.
tol	Numeric > 0. Tolerance used in estimation. Default is .Machine$double.eps^0.5.

Details

See section 9.3 on p. 164 for details. When the tolerance is not met, the

Value

Dataframe in a useable format for rsample::bootstraps.

Source

Section 9.3

FrankLef/fciR documentation built on Nov. 12, 2023, 6:09 a.m.