summary.STE_internal: Summary method for objects of class "ATE_internal",...

In CausalMetaR: Causally Interpretable Meta-Analysis

Summary method for objects of class "ATE_internal", "ATE_external", "STE_internal", or "STE_external"

Description

Summary method for objects of class "ATE_internal", "ATE_external", "STE_internal", or "STE_external"

Usage

## S3 method for class 'STE_internal'
summary(object, digits = 4, ...)

## S3 method for class 'STE_external'
summary(object, digits = 4, ...)

## S3 method for class 'ATE_external'
summary(object, digits = 4, ...)

## S3 method for class 'ATE_internal'
summary(object, digits = 4, ...)

Arguments

object	Object of class "ATE_internal", "ATE_external", "STE_internal", or "STE_external".
digits	Integer specifying the number of decimal places to display.
...	Other arguments.

Value

No value is returned.

See Also

ATE_internal, ATE_external, STE_internal, STE_external

Examples

si <- STE_internal(
  X = dat_multisource[, 2:10],
  Y = dat_multisource$Y,
  EM = dat_multisource$EM,
  S = dat_multisource$S,
  A = dat_multisource$A,
  cross_fitting = FALSE,
  source_model = "MN.nnet",
  source_model_args = list(),
  treatment_model_type = "separate",
  treatment_model_args = list(
    family = binomial(),
    SL.library = c("SL.glmnet", "SL.nnet", "SL.glm"),
    cvControl = list(V = 5L)
  ),
  outcome_model_args = list(
    family = gaussian(),
    SL.library = c("SL.glmnet", "SL.nnet", "SL.glm"),
    cvControl = list(V = 5L)
  )
)
summary(si)

CausalMetaR documentation built on April 12, 2025, 2:06 a.m.