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Summarize telescope match objects

Source: R/telescope_match.R
summary.tmatch.Rd

Summarize telescope match objects

Usage

# S3 method for tmatch
summary(object, ...)

Arguments

object

an object of class tmatch -- results from a call to telescope_match

...

additional arguments affecting the summary produced.

Value

Returns an object of classsummary.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.

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.