DiD Digest
Subscribe
Sign in
Home
Notes
Archive
About
Where Standard Assumptions Go To Die
Universal treatments without clean controls, continuous policies without untreated groups, reversible reforms over time and statistical inference with…
Sep 22
•
Beatriz Gietner
11
Latest
Top
Discussions
Parallel Trends… Conditionally: Covariates, Violations, and More Robust DiD Methods
The devil in the ~DiD details~
Aug 11
•
Beatriz Gietner
7
DiD+: Handling Data Constraints, Timing Issues and TWFE Limitations
What to do when data can't be pooled, timing gets messy, and TWFE isn't enough
Aug 1
•
Beatriz Gietner
6
Heterogeneity, Small Sample Inference, Anticipation, and Local Projections
On uniform confidence bands for conditional effects, a simple approach for small-N inference, refining the "no anticipation" assumption, and the LP-DiD…
Jul 22
•
Beatriz Gietner
8
1
Efficient Estimation, Sequential Synthetic Control DiD, and the TWFE Debate
Some practical insights for a more precise and robust estimation.
Jun 27
•
Beatriz Gietner
15
2
All About Heterogenous Treatment Effects
The power of disaggregated causal effects.
Jun 20
•
Beatriz Gietner
18
In defense of Machine Learning in Economics
Why the common criticisms are outdated, and how new methods are making causal inference stronger.
Jun 10
•
Beatriz Gietner
33
3
Machine Learning for Continuous Treatments, Bayesian Methods for Staggered Timing, and Using Experiments to Fix Observational Data
How new methods handle treatment intensity, small samples with staggered adoption, and selection bias in observational studies
May 30
•
Beatriz Gietner
15
See all
Recommendations
View all 9
Scott's Mixtape Substack
scott cunningham
Best of Econtwitter
An Economist
The Works in Progress Newsletter
Works in Progress
Homo Economicus
Nicholas Decker
Heterogeneous Agents
Heterogeneous Agents
DiD Digest
About
Archive
Recommendations
Sitemap
