Causal Inference with Continuous (Multiple Time Point) Interventions

Documentation for package ‘CICI’ version 0.9.8

calc.weights	Calculate outcome weights to address positivity violations
CICI	Causal Inference with Continuous (Multiple Time Point) Interventions
contrast	Counterfactual contrast from the parametric or sequential g-formula for continuous multiple time point interventions
custom.measure	Custom estimands after applying 'gformula'
EFV	Pharmacoepidemiological HIV treatment data
EFVfull	Pharmacoepidemiological HIV treatment data
feasible	Estimate Feasible Intervention Strategies
fit.updated.formulas	Fit models after screening
gformula	Parametric g-formula for continuous multiple time point interventions
make.model.formulas	Compose appropriate model formulas
mi.boot	Obtaining estimates from multiply imputed data
model.formulas.update	Update model formulas based on variable screening
model.update	Update GAM models
msm	Marginal structural model from the parametric g-formula for continuous multiple time point interventions
plot.feasible	Plot Method for 'feasible' objects
plot.gformula	Plot dose-response curves
print.feasible	Print method for 'feasible' objects
sgf	Sequential g-formula for continuous multiple time point interventions
summary.feasible	Summarize a 'feasible' object