Param_ATE: Average Treatment Effect

In lurui0421/TMLE-for-causal-inference-: The Extensible TMLE Framework

Description

Parameter definition for the Average Treatment Effect (ATE).

Usage

Param_ATE

Format

R6Class object.

Value

Param_base object

Constructor

define_param(Param_ATT, observed_likelihood, intervention_list, ..., outcome_node)

observed_likelihood

A Likelihood corresponding to the observed likelihood

intervention_list_treatment

A list of objects inheriting from LF_base, representing the treatment intervention.

intervention_list_control

A list of objects inheriting from LF_base, representing the control intervention.

...

Not currently used.

outcome_node

character, the name of the node that should be treated as the outcome

Fields

cf_likelihood_treatment

the counterfactual likelihood for the treatment

cf_likelihood_control

the counterfactual likelihood for the control

intervention_list_treatment

A list of objects inheriting from LF_base, representing the treatment intervention

intervention_list_control

A list of objects inheriting from LF_base, representing the control intervention

See Also

Other Parameters: Param_ATT, Param_TSM, Param_base, Param_delta, Param_mean, define_param, tmle3_Fit

lurui0421/TMLE-for-causal-inference- documentation built on July 4, 2019, 1:03 p.m.