Search Results for author: Kyle Butts

Found 5 papers, 4 papers with code

Simple Difference-in-Differences Estimation in Fixed-T Panels

1 code implementation26 Jan 2023 Nicholas Brown, Kyle Butts, Joakim Westerlund

The present paper proposes a new treatment effects estimator that is valid when the number of time periods is small, and the parallel trends condition holds conditional on covariates and unobserved heterogeneity in the form of interactive fixed effects.

valid

Difference-in-Differences with Geocoded Microdata

1 code implementation19 Oct 2021 Kyle Butts

I introduce intuitive assumptions needed to identify the average treatment effect among the affected units and illustrates pitfalls that occur when these assumptions fail.

Geographic Difference-in-Discontinuities

no code implementations15 Sep 2021 Kyle Butts

A recent econometric literature has critiqued the use of regression discontinuities where administrative borders serves as the 'cutoff'.

regression

{did2s}: Two-Stage Difference-in-Differences

1 code implementation10 Sep 2021 Kyle Butts, John Gardner

The article provides an approachable review of the underlying econometric theory and introduces the syntax for the function did2s.

Vocal Bursts Valence Prediction

Difference-in-Differences Estimation with Spatial Spillovers

1 code implementation8 May 2021 Kyle Butts

Empirical work often uses treatment assigned following geographic boundaries.

counterfactual

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