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Construct a method_weighting object

Source: R/method_weighting_class.R
setup_method_weighting.Rd

Construct a method_weighting object

Usage

setup_method_weighting(
  method_name = "IPW",
  optimal_weight_flag = FALSE,
  wt = 0,
  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.

optimal_weight_flag

logical. Whether to use optimal weighting.

wt

numeric. The value of wt for the weighting scheme.

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_weighting_obj`.

Examples

setup_method_weighting(
  method_name = "IPW",
  model_form_piS = "S ~ x1 + x2 + x3 + x4 + x5"
)