print.txshift: Print Method for Counterfactual Means

In txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions

Description

Print Method for Counterfactual Means

Usage

## S3 method for class 'txshift'
print(x, ...)

Arguments

x	An object of class txshift.
...	Other options (not currently used).

Details

The print method for objects of class txshift.

Value

None. Called for the side effect of printing particular slots of objects of class txshift.

Examples

set.seed(429153)
n_obs <- 100
W <- replicate(2, rbinom(n_obs, 1, 0.5))
A <- rnorm(n_obs, mean = 2 * W, sd = 1)
Y <- rbinom(n_obs, 1, plogis(A + W + rnorm(n_obs, mean = 0, sd = 1)))
txout <- txshift(
  W = W, A = A, Y = Y, delta = 0.5,
  estimator = "tmle",
  g_fit_args = list(
    fit_type = "hal", n_bins = 5,
    grid_type = "equal_mass",
    lambda_seq = exp(-1:-9)
  ),
  Q_fit_args = list(
    fit_type = "glm",
    glm_formula = "Y ~ ."
  )
)
print(txout)

txshift documentation built on Oct. 23, 2020, 8:27 p.m.