Robust inference in difference-in-differences and event study designs
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Apr 12, 2026 - R
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robust-inference
Here are 11 public repositories matching this topic...
Robust inference in difference-in-differences and event study designs (Stata version of the R package of the same name)
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Jun 5, 2026 - Stata
R module for cluster specific information (as in the Stata summclust module)
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Jun 17, 2023 - R
Matlab code of project "Robust Tests of Model Incompleteness in the Presence of Nuisance Parameters" (with Hiroaki Kaido)
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Oct 2, 2021 - MATLAB
Coresets for scalable robust pseudo-Bayesian inference
bayesian-inference outlier-removal bayesian-linear-regression coreset beta-divergence robust-inference neural-linear bayesian-logi
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Oct 4, 2023 - Python
R package implementing Lee & Wooldridge (2025, 2026) rolling difference-in-differences estimator for panel data with staggered adoption, multiple estimators (RA/IPW/IPWRA/PSM), and exact small-sample inference.(Public Preview)(Disclaimer: CURRENTLY WIP)
r r-package causal-inference difference-in-differences robust-inference staggered-adoption randomization-inference
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Jun 29, 2026 - R
SelfiSys: Assess the Impact of Systematic Effects in Galaxy Surveys.
cosmology large-scale-structure robust-inference galaxy-surveys misspecification implicit-likelihood-inference systematic-effects
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Jan 10, 2025 - Python
Estimation and inference for boundary regression discontinuity designs using location-based and distance-based methods, with MSE-optimal bandwidth selection, robust bias correction, and uniform confidence bands. Stata implementation.
stata causal-inference confidence-bands bandwidth-selection spatial-econometrics regression-discontinuity robust-inference boundary-discontinuity local-polynomial
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Jul 2, 2026 - Stata
Full Python implementation of Aymeric et al.'s (2025) methodology for investigating the causal impact of parental environment on student achievement. Implements OLS regression and IV-2SLS instrumental variable estimation with school/year fixed effects, cluster-robust standard errors, & systematic diagnostics. Reproduces 33 models from the study.
python replication reproducible-research econometrics causal-inference panel-data fixed-effects instrumental-variables quantitative-methods education-policy robust-inference linearmodels education-economics two-stage-least-squares matthew-effect iv-estimation educational-inequality student-achievement parental-education applied-microeconomics
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Oct 25, 2025 - Jupyter Notebook
📊 Analyze the impact of parental environments on student achievement, exploring potential Matthew effects with an independent implementation of existing research.
python replication reproducible-research econometrics causal-inference panel-data fixed-effects instrumental-variables quantitative-methods education-policy robust-inference linearmodels education-economics two-stage-least-squares matthew-effect iv-estimation educational-inequality applied-microeconomics
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Nov 14, 2025
Dependence-robust inference toolkit for heavy-tailed cross-asset event studies
python bootstrap econometrics garch event-study financial-econometrics robust-inference dissensus-ai
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Jul 17, 2026 - Python
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