summary.tmatch {DirectEffects} | R Documentation |
Summarize telescope match objects
Description
Summarize telescope match objects
Usage
## S3 method for class 'tmatch'
summary(object, ...)
Arguments
object |
an object of class |
... |
additional arguments affecting the summary produced. |
Details
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.
Value
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 unitsn_1, n_0
, and number of matched units (matched_1, matched_0
) for each treatment/mediator (term
). -
K
:K
data frame from theobject
telescope matching output. -
L
:L
vector from theobject
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.