Construct a method_DID object

Usage

setup_method_DID(
  method_name = "IPW",
  bootstrap_flag = FALSE,
  bootstrap_obj = .bootstrap_obj(),
  model_form_piS = "",
  model_form_mu0_ext = "",
  model_form_piA = "",
  model_form_mu0_rct = "",
  model_form_mu1_rct = ""
)

Arguments

method_name: character. Name of the method.
bootstrap_flag: logical. Whether to use bootstrap for inference.
bootstrap_obj: bootstrap_obj. An object of class `bootstrap_obj` containing bootstrap settings.
model_form_piS: character. Model formula for the selection model (S).
model_form_mu0_ext: character. Model formula for the outcome model in the external data (mu0_ext).
model_form_piA: character. Model formula for the treatment model (A).
model_form_mu0_rct: character. Model formula for the outcome model in the RCT data under control (mu0_rct).
model_form_mu1_rct: character. Model formula for the outcome model in the RCT data under treatment (mu1_rct).

Value

An object of class `method_DID_obj`.

Examples

setup_method_DID(
  method_name = "IPW",
  model_form_piS = "S ~ x1 + x2 + x3 + x4 + x5",
  model_form_piA = "A ~ x1 + x2 + x3 + x4 + x5"
)
#> Warning: 'setup_method_DID' is being deprecated. Use did_ec_ipw() for DID with inverse probability weighting, did_ec_aipw() for DID with augmented IPW, or did_ec_or() for DID with outcome regression.