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causaldata (version 0.1.3)

Example Data Sets for Causal Inference Textbooks

Description

Example data sets to run the example problems from causal inference textbooks. Currently, contains data sets for Huntington-Klein, Nick (2021) "The Effect" , Cunningham, Scott (2021, ISBN-13: 978-0-300-25168-5) "Causal Inference: The Mixtape", and Hernn, Miguel and James Robins (2020) "Causal Inference: What If" .

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install.packages('causaldata')

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2,243

Version

0.1.3

License

MIT + file LICENSE

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Repository

https://github.com/NickCH-K/causaldata

Maintainer

Nick Huntington-Klein

Last Published

December 1st, 2021

Functions in causaldata (0.1.3)

close_elections_lmb

A close-elections regression discontinuity study from Lee, Moretti, and Butler (2004)

National Health and Nutrition Examination Survey Data I Epidemiologic Follow-up Study

Data from a fictional randomized heart transplant study

A simple simulated data set for calculating p-values

Earnings and Loan Repayment in US Four-Year Colleges

Data from "How do Mortgage Subsidies Affect Home Ownership? Evidence from the Mid-Century GI Bills"

Data on prison capacity expansion in Texas

Data from HIV information experiment in Thornton (2008)

Data from "Social Networks and the Decision to Insure"

Data from John Snow's 1855 study of the cause of cholera

gov_transfers_density

Data from "Government Transfers and Political Support" for Density Tests

Data from "Government Transfers and Political Support"

organ_donations

Organ Donation Data

restaurant_inspections

Data on Restaurant Inspections

Data from the National Supported Work Demonstration (NSW) job-training program

Data from the sinking of the Titanic

Complete-Data National Health and Nutrition Examination Survey Data I Epidemiologic Follow-up Study

Google Stock Data

training_bias_reduction

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

Data on Taiwanese Credit Card Holders

Observational counterpart to nsw_mixtape data

Data on 19th century English Poverty from Yule (1899)

training_example

Simulated data from a job training program

Data on abortion legalization and sexually transmitted infections

Data on avocado sales

Data on castle-doctrine statutes and violent crime

causaldata-package

causaldata: Example Data Sets for Causal Inference Textbooks

black_politicians

Data from "Black Politicians are More Intrinsically Motivated to Advance Blacks' Interests"

Automobile data from Stata

U.S. Women's Labor-Force Participation

Data from a survey of internet-mediated sex workers

Data from Card (1995) to estimate the effect of college education on earnings