Param_ATE: Average Treatment Effect
In jeremyrcoyle/tmle3: The Extensible TMLE Framework
Param_ATE R Documentation
Average Treatment Effect
Description
Parameter definition for the Average Treatment Effect (ATE).
Format
R6Class object.
Value
Param_base object
Constructor
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
Fields
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
See Also
Other Parameters:
Param_ATC,
Param_ATT,
Param_MSM,
Param_TSM,
Param_base,
Param_delta,
Param_mean,
Param_stratified,
Param_survival,
define_param(),
tmle3_Fit
jeremyrcoyle/tmle3 documentation built on May 20, 2022, 7:36 a.m.
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| Param_ATE | R Documentation |
Average Treatment Effect
Description
Parameter definition for the Average Treatment Effect (ATE).
Format
R6Class object.
Value
Param_base object
Constructor
define_param(Param_ATT, observed_likelihood, intervention_list, ..., outcome_node)
observed_likelihoodA
Likelihoodcorresponding to the observed likelihoodintervention_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
Fields
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 interventionintervention_list_controlA list of objects inheriting from
LF_base, representing the control intervention
See Also
Other Parameters:
Param_ATC,
Param_ATT,
Param_MSM,
Param_TSM,
Param_base,
Param_delta,
Param_mean,
Param_stratified,
Param_survival,
define_param(),
tmle3_Fit
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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