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$\texttt{rdid}$ and $\texttt{rdidstag}$: Stata commands for robust difference-in-differences

Kyunghoon Ban, Désiré Kédagni

arXiv 7 Oct 2024 · Econometrics

arXiv:2410.05212 · PDF · DOI · OpenAlex · Extracted main text

Abstract

This article provides a Stata package for the implementation of the robust difference-in-differences (RDID) method developed in Ban and K\'edagni (2023). It contains three main commands: $rdid$, $rdid_dy$, $rdidstag$, which we describe in the introduction and the main text. We illustrate these commands through simulations and empirical examples.

Citation extraction

16
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appendix boundary found by appendix_titled_section at “Programs and supplemental material” · 99% of the source is main text. Read the extracted text to check this.

Most heavily cited references

The works this paper leans on most, across its whole bibliography — not restricted to papers in our corpus. Ranked by composite intensity, which combines how often a work is mentioned, how many sections mention it, and how much of that falls in the main text rather than the appendix.

ReferenceIntensityMentionsSectionsMain text
1Ye, T., L. Keele, R. Hasegawa, and D. S. Small (2023) A Negative Correlation Strategy for Bracketing in Difference-in-Differences1.000123100%
2Ban, K., and D. Kédagni (2023) Robust Difference-in-differences Models. https://arxiv.org/abs/2211.06710 self1.00086100%
3Callaway, B., and P. H. Sant’Anna (2021) Difference-in-Differences with multiple time periods0.81142100%
4Ashenfelter, O (1978) Estimating the Effect of Training Programs on Earnings0.51121100%
5Cai, J (2016) The Impact of Insurance Provision on Household Production and Financial Decisions0.51121100%
6Dube, A., T. W. Lester, and M. Reich (2016) Minimum Wage Shocks, Employment Flows, and Labor Market Frictions0.51121100%
7Han, S (2021) Identification in nonparametric models for dynamic treatment effects0.40511100%
8Robins, J. M (1986) A new approach to causal inference in mortality studies with a sustained exposure period–application to control of the healthy w…0.40511100%
9width30.25006ptheight2.62222ptdepth-2.25222pt (1987) A new approach to causal inference in mortality studies with a sustained exposure period –- application to control of the health…0.40511100%
10Bravo, M. C., J. Roth, and A. Rambachan (2022) Honestdid: Stata module implementing the honestdid r package0.40511100%

Showing the top 10 of 16 scored citations.