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Example Data

A collection of data files are provided here for the ease of testing and illustrations. The included data are modified from the original sources and stored in compressed CSV (.csv.gz) files. See data/src/make.jl for the source code that generates these files from original data.

DiffinDiffsBase.jl provides methods for looking up and loading these example data. Call exampledata() for a name list of the available datasets. To load one of them, call exampledata(name) where name is the Symbol of filename without extension (e.g., :hrs).

Sources and Licenses

Name Source File Link License Note
hrs Dobkin et al. (2018) HRS_long.dta CC BY 4.0 Data are processed as in Sun and Abraham (2020)
nsw Diamond and Sekhon (2013) ec675_nsw.tab CC0 1.0 Data are rearranged in a long format as in the R package DRDID
mpdta Callaway and Sant'Anna (2020) mpdta.rda GPL-2

References

Callaway, Brantly, and Pedro H. C. Sant'Anna. 2020. "Difference-in-Differences with Multiple Time Periods." Journal of Econometrics, forthcoming.

Diamond, Alexis and Jasjeet S. Sekhon. 2013. "Replication data for: Genetic Matching for Estimating Causal Effects: A General Multivariate Matching Method for Achieving Balance in Observational Studies." MIT Press [publisher], Harvard Dataverse [distributor]. https://doi.org/10.7910/DVN/23407/DYEWLO.

Dobkin, Carlos, Amy Finkelstein, Raymond Kluender, and Matthew J. Notowidigdo. 2018. "Replication data for: The Economic Consequences of Hospital Admissions." American Economic Association [publisher], Inter-university Consortium for Political and Social Research [distributor]. https://doi.org/10.3886/E116186V1.

Sun, Liyang, and Sarah Abraham. 2020. "Estimating Dynamic Treatment Effects in Event Studies with Heterogeneous Treatment Effects." Journal of Econometrics, forthcoming.