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textmatching (version 0.1.0)

Functions for Matching with Text-Based Confounding

Description

Text matching is an approach to adjustment in causal effect estimation when a document provides a proxy for unobserved confounding. The package includes functions to implement the approach to text matching developed in Roberts, Stewart and Nielsen (2020) .

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Version

Install

install.packages('textmatching')

Monthly Downloads

3

Version

0.1.0

License

GPL-3

Maintainer

Brandon Stewart

Last Published

August 19th, 2020

Functions in textmatching (0.1.0)

cem_match

Match using CEM
textmatching-pkg

Text Matching
project

Create a projection for text matching
refit

Refit the Documents Under an Alternate Treatment Level
sim

Simulated Matching Data
content_levels

Content Levels