Packages of Example Data for The Effect

Overview

causaldata

This repository will contain R, Stata, and Python packages, all called causaldata, which contain data sets that can be used to implement the code examples in causal inference textbooks.

As of the moment, this contains data sets from The Effect by Huntington-Klein. Data sets from Causal Inference: The Mixtape by Scott Cunningham are currently being added.

Data sets all come with documentation in the form of variable labels, although the exact format of this varies from language to language.

The R package can be installed with:

# If necessary: install.packages('remotes')
remotes::install_github('NickCH-K/causaldata/R/')

The Stata package can be installed with:

net install causaldata, from("https://raw.githubusercontent.com/NickCH-K/causaldata/master/Stata/")

To install the Python package, use the green Code button on this page to download this repository, unzip it, change the directory to the causaldata/Python folder, and install with:

python setup.py install

Or, if you're using something with IPython like Spyder, you might use

runfile('the/full/path/to/causaldata/Python/setup.py', wdir='your/working/directory',args='install')
Owner
Economics professor at Seattle University (previously CSU Fullerton). Econometrics, causality, and visualization. Usually R, sometimes Stata or Python.
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