training_bias_reduction

This simulated data is used to demonstrate the bias-reduction method in matching as per Abadie and Imbens (2011).

datasets

Example data sets to run the example
problems from causal inference textbooks. Currently, contains data
sets for Huntington-Klein, Nick (2021) "The Effect" <https://theeffectbook.net>,
Cunningham, Scott (2021, ISBN-13: 978-0-300-25168-5) "Causal Inference: The Mixtape",
and Hern<c3><a1>n, Miguel and James Robins (2020) "Causal Inference: What If"
<https://www.hsph.harvard.edu/miguel-hernan/causal-inference-book/>.

Nick Huntington-Klein

causaldata

Example Data Sets for Causal Inference Textbooks

Malcolm Barrett

training_bias_reduction function

A data frame with 8 rows and 4 variables<dl class="dl-horizontal">
<dt>Unit</dt><dd>Unit ID</dd>
<dt>Y</dt><dd>Outcome</dd>
<dt>D</dt><dd>Treatment</dd>
<dt>X</dt><dd>Matching variable</dd>
</dl>

Format

Simulated data from a job training program for a bias reduction method — training_bias_reduction

A data frame with 8 rows and 4 variables<dl class='dl-horizontal'>
<dt>Unit</dt><dd>Unit ID</dd>
<dt>Y</dt><dd>Outcome</dd>
<dt>D</dt><dd>Treatment</dd>
<dt>X</dt><dd>Matching variable</dd>
</dl>

training_bias_reduction: Simulated data from a job training program for a bias reduction method

Description

Usage

Arguments

Format

Details

References