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Difference-in-Differences with a Continuous Treatment

v0.1.0 · Jul 3, 2025 · GPL-3

Description

Provides methods for difference-in-differences with a continuous treatment and staggered treatment adoption. Includes estimation of treatment effects and causal responses as a function of the dose, event studies indexed by length of exposure to the treatment, and aggregation into overall average effects. Uniform inference procedures are included, along with both parametric and nonparametric models for treatment effects. The methods are based on Callaway, Goodman-Bacon, and Sant'Anna (2025) <doi:10.48550/arXiv.2107.02637>.

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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies BMisc ptetools checkmate splines2 sandwich ggplot2 MASS npiv contdid

Version History

new 0.1.0 Mar 9, 2026