Skip to contents

Main functions

Primary user-facing functions for proposed method

nomatch()
Main function to estimate marginal cumulative incidences and derived effect measures without matching
add_simultaneous_ci()
Add simultaneous confidence intervals to nomatchfit object
plot(<nomatchfit>)
Plot method for nomatchfit objects

Supplementary functions for nomatch

Secondary functions for proposed method

get_observed_weights()
Estimate observed distributions of exposure times and covariates
summarize_nomatch_population()
Estimate covariate means for population represented in nomatch() estimand

Matching-based estimation

Functions for matching cohort design and estimation

match_rolling_cohort()
Match exposed and unexposed individuals using rolling cohort design
matching()
Compute marginal cumulative incidence estimates for a matched cohort

Utilities

Helper functions for data manipulation and formatting

print(<nomatchfit>)
Print method for nomatchfit objects
summary(<nomatchfit>)
Summary method for nomatchfit objects
estimates_to_df()
Convert estimates from a fitted object into a tidy data frame

Data

simdata
Simulated dataset