cps_mixtape

Data from the Current Population Survey on participation in the National Supported Work Demonstration (NSW) job-training program experiment. This is used as an observational comparison to the NSW experimental data from the nsw_mixtape data.

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

cps_mixtape function

A data frame with 15992 rows and 11 variables<dl class="dl-horizontal">
<dt>data_id</dt><dd>Individual ID</dd>
<dt>treat</dt><dd>In the National Supported Work Demonstration Job Training Program</dd>
<dt>age</dt><dd>Age in years</dd>
<dt>educ</dt><dd>Years of education</dd>
<dt>black</dt><dd>Race: Black</dd>
<dt>hisp</dt><dd>Ethnicity: Hispanic</dd>
<dt>marr</dt><dd>Married</dd>
<dt>nodegree</dt><dd>Has no degree</dd>
<dt>re74</dt><dd>Real earnings 1974</dd>
<dt>re75</dt><dd>Real earnings 1975</dd>
<dt>re78</dt><dd>Real earnings 1978</dd>
</dl>

Format

Observational counterpart to nsw_mixtape data — cps_mixtape

A data frame with 15992 rows and 11 variables<dl class='dl-horizontal'>
<dt>data_id</dt><dd>Individual ID</dd>
<dt>treat</dt><dd>In the National Supported Work Demonstration Job Training Program</dd>
<dt>age</dt><dd>Age in years</dd>
<dt>educ</dt><dd>Years of education</dd>
<dt>black</dt><dd>Race: Black</dd>
<dt>hisp</dt><dd>Ethnicity: Hispanic</dd>
<dt>marr</dt><dd>Married</dd>
<dt>nodegree</dt><dd>Has no degree</dd>
<dt>re74</dt><dd>Real earnings 1974</dd>
<dt>re75</dt><dd>Real earnings 1975</dd>
<dt>re78</dt><dd>Real earnings 1978</dd>
</dl>

cps_mixtape: Observational counterpart to nsw_mixtape data

Description

Usage

Arguments

Format

Details

References