Parameter definition for the Average Treatment Effect (ATE).
R6Class object.
Param_base object
define_param(Param_ATT, observed_likelihood, intervention_list, ..., outcome_node)
observed_likelihoodA Likelihood corresponding to the observed likelihood
intervention_list_treatmentA list of objects inheriting from LF_base, representing the treatment intervention.
intervention_list_controlA list of objects inheriting from LF_base, representing the control intervention.
...Not currently used.
outcome_nodecharacter, the name of the node that should be treated as the outcome
cf_likelihood_treatmentthe counterfactual likelihood for the treatment
cf_likelihood_controlthe counterfactual likelihood for the control
intervention_list_treatmentA list of objects inheriting from LF_base, representing the treatment intervention
intervention_list_controlA list of objects inheriting from LF_base, representing the control intervention
Other Parameters:
Param_ATC,
Param_ATT,
Param_MSM,
Param_TSM,
Param_base,
Param_delta,
Param_mean,
Param_stratified,
Param_survival,
define_param(),
tmle3_Fit