summary.tmatch: Summarize telescope match objects

In mattblackwell/DirectEffects: Estimating Controlled Direct Effects for Explaining Causal Findings

Summarize telescope match objects

Description

Summarize telescope match objects

Usage

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

Arguments

object	an object of class tmatch – results from a call to telescope_match
...	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 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.

mattblackwell/DirectEffects documentation built on Dec. 16, 2024, 6:14 p.m.