Description Usage Format Value Current Issues Constructor Fields See Also
Parameter definition for the Additive Effect of Treatment Among the Treated (ATT). Currently supports multiple static intervention nodes. Does yet not support dynamic rule or stochastic interventions.
1 |
R6Class
object.
Param_base
object
clever covariates doesn't support updates; always uses initial (necessary for iterative TMLE, e.g. stochastic intervention)
doesn't integrate over possible counterfactuals (necessary for stochastic intervention)
clever covariate gets recalculated all the time (inefficient)
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
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
Other Parameters: Param_ATE
,
Param_TSM
, Param_base
,
Param_delta
, Param_mean
,
define_param
, tmle3_Fit
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