Parameter for Linear Working Marginal Structural Model

Parameter definition for targeting the parameters of a linear working marginal structural model (MSM): EY = beta0 + beta1 * delta, in order to summarize the variable importance results of a grid of shift interventions.

Format

R6Class object.

Value

Param_base object

Constructor

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

observed_likelihood

A Likelihood corresponding to the observed likelihood.

intervention_list

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

...

Not currently used.

outcome_node

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

Fields

cf_likelihood

the counterfactual likelihood for this treatment.

intervention_list

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