Thin wrapper around MatchIt::matchit(method = "cem"), which in
turn calls the cem package.
Usage
morie_matching_cem(data, treatment, covariates, n_bins = 5L)
Arguments
- data
Data frame.
- treatment
Binary treatment column name.
- covariates
Character vector of covariates.
- n_bins
Either a single integer (applied to every covariate) or a
named list mapping covariate name to the number of bins
(forwarded as cutpoints).
Value
A list of class morie_match_result.
References
Iacus, S. M., King, G., & Porro, G. (2012). Causal inference
without balance checking: Coarsened exact matching.
Political Analysis, 20(1), 1–24.
Examples
if (FALSE) { # \dontrun{
morie_matching_cem(df, "d", c("x1", "x2"), n_bins = 5)
} # }