summary.tmatch {DirectEffects} | R Documentation |
Summarize telescope match objects
## S3 method for class 'tmatch'
summary(object, ...)
object |
an object of class |
... |
additional arguments affecting the summary produced. |
summary
method for tmatch
objects returned by
telescope_match
Returns a summary data frame containing the estimate and standard errors from the 'telescope_match' object.
Returns an object of class
summary.tmatch
.
Contains the following components
call
: matched call.
m_summary
: data.frame summarizes the matching
ratios ({ratio}
), number of units n_1, n_0
,
and number of matched units (matched_1, matched_0
) for
each treatment/mediator (term
).
K
: K
data frame from the object
telescope matching output.
L
: L
vector from the object
telescope matching output.
a_names
: character vector of the names of the
treatment/mediator variables used in matching.
estimates
: matrix of estimated ACDEs with and
without bias correction and the estimated standard errors.